@proceedings{acl-2026-long,
    title = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.0/",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lu-etal-2026-octotools,
    title = "{O}cto{T}ools: A Multi-Agent Framework with Extensible Tools for Complex Reasoning",
    author = "Lu, Pan  and
      Chen, Bowen  and
      Liu, Sheng  and
      Thapa, Rahul  and
      Boen, Joseph  and
      Zou, James",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1/",
    pages = "1--86",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jung-etal-2026-reader,
    title = "No Reader Left Behind: Multi-Agent Summaries Everyone Can Understand",
    author = "Jung, Jimin  and
      Kim, MyoungJin  and
      Seo, Jaehyung  and
      Lim, Heuiseok",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2/",
    pages = "87--116",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-discover,
    title = "Discover and Prove: An Open-source Agentic Framework for Hard Mode Automated Theorem Proving in Lean 4",
    author = "Liu, Chengwu  and
      Yin, Yichun  and
      Yuan, Ye  and
      Xie, Jiaxuan  and
      Li, Botao  and
      Li, Siqi  and
      Shen, Jianhao  and
      Xu, Yan  and
      Shang, Lifeng  and
      Zhang, Ming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.3/",
    pages = "117--133",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-inference,
    title = "Your Inference Request Will Become a Black Box: Confidential Inference for Cloud-based Large Language Models",
    author = "Huang, Chung-ju  and
      Zhao, Huiqiang  and
      He, Yuanpeng  and
      Li, Lijian  and
      Jiao, Wenpin  and
      Jin, Zhi  and
      Chen, Peixuan  and
      Wang, Leye",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.4/",
    pages = "134--154",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yao-etal-2026-rhetorical,
    title = "Rhetorical Questions in {LLM} Representations: A Linear Probing Study",
    author = "Yao, Louie Hong  and
      Anand, Vishesh  and
      Zhuang, Yuan  and
      Jiang, Tianyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.5/",
    pages = "155--172",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-dual,
    title = "Dual-Axis Generative Reward Model Toward Semantic and Turn-taking Robustness in Interactive Spoken Dialogue Models",
    author = "Chen, Yifu  and
      Ji, Shengpeng  and
      Liu, Zhengqing  and
      Chen, Qian  and
      Wang, Wen  and
      Wang, Ziqing  and
      Li, Yangzhuo  and
      Liang, Tianle  and
      Zhao, Zhou",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.6/",
    pages = "173--208",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kryvosheieva-etal-2026-different,
    title = "Different types of syntactic agreement recruit the same units within large language models",
    author = "Kryvosheieva, Daria  and
      de Varda, Andrea Gregor  and
      Fedorenko, Evelina  and
      Tuckute, Greta",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.7/",
    pages = "209--227",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-empowering,
    title = "Empowering Tabular Data Preparation with Language Models: Why and How?",
    author = "Chen, Mengshi  and
      Sun, Yuxiang  and
      Li, Tengchao  and
      Wang, Jianwei  and
      Wang, Kai  and
      Lin, Xuemin  and
      Zhang, Ying  and
      Zhang, Wenjie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.8/",
    pages = "228--246",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fan-etal-2026-learning,
    title = "Learning Diverse Responses with Prefix-Conditioned Supervised Fine-Tuning",
    author = "Fan, Zhiyuan  and
      Chen, Guanqiao  and
      Huang, Yanyi  and
      Zhao, Mingkuan  and
      Guo, Dadi  and
      Fung, Yi R.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.9/",
    pages = "247--276",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kang-etal-2026-ease,
    title = "{EASE}: Entity-Aware Sub-table Generation for Real-world Multi-table {QA}",
    author = "Kang, Myunghoon  and
      Jung, Dahyun  and
      Son, Suhyune  and
      Koo, Seonmin  and
      Chun, Changwoo  and
      Rim, Daniel  and
      Kwon, Haeyoung  and
      Hur, Yuna  and
      Lim, Heuiseok",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.10/",
    pages = "277--302",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yuan-etal-2026-benchmarking,
    title = "Benchmarking {LLM}{'}s Capability in Reasoning over Conflicting Web References",
    author = "Yuan, Yizhen  and
      Kong, Rui  and
      Li, Dongze  and
      Li, Yuanchun  and
      Liu, Yunxin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.11/",
    pages = "303--322",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-parallel,
    title = "Parallel Universes, Parallel Languages: A Comprehensive Study on {LLM}-based Multilingual Counterfactual Example Generation",
    author = "Wang, Qianli  and
      Nguyen, Van Bach  and
      Liu, Yihong  and
      Splitt, Fedor  and
      Feldhus, Nils  and
      Seifert, Christin  and
      Schuetze, Hinrich  and
      M{\textbackslash}{''}oller, Sebastian  and
      Schmitt, Vera",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.12/",
    pages = "323--346",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lee-etal-2026-clear,
    title = "{CLEAR}: Cross-Lingual Enhancement in Retrieval via Reverse-training",
    author = "Lee, Seungyoon  and
      Kim, Minhyuk  and
      Hong, Seongtae  and
      Jang, Youngjoon  and
      Oh, Dongsuk  and
      Lim, Heuiseok",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.13/",
    pages = "347--362",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tang-etal-2026-aligning,
    title = "Aligning Language Models with Real-time Knowledge Editing",
    author = "Tang, Chenming  and
      Yang, Yutong  and
      Wang, Kexue  and
      Wu, Yunfang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.14/",
    pages = "363--378",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{choi-etal-2026-posterforest,
    title = "{P}oster{F}orest: Hierarchical Multi-Agent Collaboration for Scientific Poster Generation",
    author = "Choi, Jiho  and
      Park, Seojeong  and
      Song, Seongjong  and
      Shim, Hyunjung",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.15/",
    pages = "379--401",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{helff-etal-2026-slr,
    title = "{SLR}: Automated Synthesis for Scalable Logical Reasoning",
    author = "Helff, Lukas  and
      Omar, Ahmad  and
      Friedrich, Felix  and
      W{\textbackslash}{''}ust, Antonia  and
      Shindo, Hikaru  and
      Mitchell, Rupert  and
      Woydt, Tim  and
      Schramowski, Patrick  and
      Stammer, Wolfgang  and
      Kersting, Kristian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.16/",
    pages = "402--426",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{doll-etal-2026-continual,
    title = "Can Continual Pretraining Bridge the Performance Gap between General-purpose and Specialized Language Models in the Medical Domain?",
    author = "Doll, Niclas  and
      Buschhoff, Jasper Schulze  and
      Satheesh, Shalaka  and
      Abdelwahab, Hammam  and
      Allende-Cid, H{\textbackslash}'ector  and
      Klug, Katrin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.17/",
    pages = "427--444",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{he-etal-2026-mintqa,
    title = "{MINTQA}: A Multi-Hop Question Answering Benchmark for Evaluating {LLM}s on New and Long-tail Knowledge",
    author = "He, Jie  and
      Hu, Nan  and
      Long, Wanqiu  and
      Chen, Jiaoyan  and
      Pan, Jeff Z.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.18/",
    pages = "445--479",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{v-s-torek-etal-2026-sense,
    title = "Sense and Sensitivity: Examining the Influence of Semantic Recall on Long Context Code Understanding",
    author = "{\textbackslash}v{\{}S{\}}torek, Adam  and
      Gupta, Mukur  and
      Hajizadeh, Samira  and
      Srivastava, Prashast  and
      Jana, Suman",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.19/",
    pages = "480--498",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cassotti-etal-2026-senserel,
    title = "{S}ense{R}el: A Sense-Level Benchmark for Denotational and Connotational Meaning Relations",
    author = "Cassotti, Pierluigi  and
      Baes, Naomi  and
      De Pascale, Stefano  and
      de S{\textbackslash}'a, J{\textbackslash}'ader Martins Camboim  and
      Periti, Francesco  and
      Haslam, Nick  and
      Geeraerts, Dirk  and
      Tahmasebi, Nina",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.20/",
    pages = "499--515",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{he-etal-2026-webstar,
    title = "{W}eb{STAR}: Scalable Data Synthesis for Computer Use Agents with Step-Level Filtering",
    author = "He, Yifei  and
      Chawla, Pranit  and
      Souri, Yaser  and
      Som, Subhojit  and
      Song, Xia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.21/",
    pages = "516--533",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{azarkhalili-etal-2026-pr,
    title = "{PR}-{XAI}: {P}age{R}ank-Based Feature Attribution for Transformers",
    author = "Azarkhalili, Behrooz  and
      Li, Linyi  and
      Libbrecht, Maxwell W.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.22/",
    pages = "534--554",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-capruner,
    title = "{CAP}runer: Conceptual-Adjacent Scene Graph Pruner for Enhancing 3{D} Spatial Reasoning of Large Language Models",
    author = "Zhou, Shengli  and
      Wang, Xiangchen  and
      Chen, Guanhua  and
      Zheng, Feng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.23/",
    pages = "555--567",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tandazo-etal-2026-maubert,
    title = "{M}au{BERT}: Universal Phonetic Inductive Biases for Few-Shot Acoustic Units Discovery",
    author = "Tandazo, Angelo Ortiz  and
      Khentout, Manel  and
      Benchekroun, Youssef  and
      Hueber, Thomas  and
      Dupoux, Emmanuel",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.24/",
    pages = "568--585",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ma-etal-2026-reasoning,
    title = "Your Reasoning Model Knows What Counts: Self-Guided Chain-of-Thought Pruning for Efficient Reasoning",
    author = "Ma, Zi-Ao  and
      Mao, Xian-Ling  and
      Lan, Tian  and
      Xu, Chen  and
      Wu, Zhijing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.25/",
    pages = "586--605",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ko-etal-2026-imreasoner,
    title = "{I}m{R}easoner: Improving Memory-based Language Models for Reasoning-in-a-Haystack Tasks",
    author = "Ko, Ching-Yun  and
      Das, Payel  and
      Dai, Sihui  and
      Kollias, Georgios  and
      Chaudhury, Subhajit  and
      Lozano, Aurelie C.  and
      Chen, Pin-Yu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.26/",
    pages = "606--622",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xiong-etal-2026-memory,
    title = "How Memory Management Impacts {LLM} Agents: An Empirical Study of Experience-Following Behavior",
    author = "Xiong, Zidi  and
      Lin, Yuping  and
      Xie, Wenya  and
      He, Pengfei  and
      Liu, Zirui  and
      Tang, Jiliang  and
      Lakkaraju, Himabindu  and
      Xiang, Zhen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.27/",
    pages = "623--645",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-sactor,
    title = "{SACTOR}: {LLM}-Driven Correct and Idiomatic {C} to Rust Translation with Static Analysis and {FFI}-Based Verification",
    author = "Zhou, Tianyang  and
      Zhang, Ziyi  and
      Lin, Haowen  and
      Jha, Somesh  and
      Christodorescu, Mihai  and
      Levchenko, Kirill  and
      Chandrasekaran, Varun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.28/",
    pages = "646--673",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ma-etal-2026-intragent,
    title = "{I}ntr{A}gent: An {LLM} Agent for Content-Grounded Information Retrieval through Literature Review",
    author = "Ma, Fengbo  and
      Rao, Zixin  and
      Li, Xiaoting  and
      Chen, Zhetao  and
      Sun, Hongyue  and
      Zhao, Yiping  and
      Chen, Xianyan  and
      Xiang, Zhen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.29/",
    pages = "674--715",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jin-etal-2026-reasoning,
    title = "Reasoning over Precedents Alongside Statutes: Case-Augmented Deliberative Alignment for {LLM} Safety",
    author = "Jin, Can  and
      Wu, Rui  and
      Che, Tong  and
      Zhang, Qixin  and
      Peng, Hongwu  and
      Zhao, Jiahui  and
      Wang, Zhenting  and
      Wei, Wenqi  and
      Han, Ligong  and
      Zhang, Zhao  and
      Cao, Yuan  and
      Tang, Ruixiang  and
      Metaxas, Dimitris N.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.30/",
    pages = "716--749",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ye-etal-2026-hybrid,
    title = "Hybrid Autoregressive-Diffusion Model for Real-Time Sign Language Production",
    author = "Ye, Maoxiao  and
      Ye, Xinfeng  and
      Manoharan, Sathiamoorthy",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.31/",
    pages = "750--763",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cui-etal-2026-augur,
    title = "Augur: Modeling Covariate Causal Associations in Time Series via Large Language Models",
    author = "Cui, Zhiqing  and
      Wang, Binwu  and
      Liu, Qingxiang  and
      Wang, Yeqiang  and
      Zhou, Zhengyang  and
      Liang, Yuxuan  and
      Wang, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.32/",
    pages = "764--787",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-agentrouter,
    title = "{A}gent{R}outer: A Knowledge-Graph-Guided {LLM} Router for Collaborative Multi-Agent Question Answering",
    author = "Zhang, Zheyuan  and
      Shi, Kaiwen  and
      Yuan, Zhengqing  and
      Wang, Zehong  and
      Ma, Tianyi  and
      Murugesan, Keerthiram  and
      Galassi, Vincent  and
      Zhang, Chuxu  and
      Ye, Yanfang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.33/",
    pages = "788--809",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-moca,
    title = "{M}o{C}a: Modality-aware Continual Pre-training Makes Better Bidirectional Multimodal Embeddings",
    author = "Chen, Haonan  and
      Liu, Hong  and
      Luo, Yuping  and
      Wang, Liang  and
      Yang, Nan  and
      Wei, Furu  and
      Dou, Zhicheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.34/",
    pages = "810--823",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{dai-etal-2026-reex,
    title = "{R}e{E}x-{SQL}: Reasoning with Execution-Aware Reinforcement Learning for Text-to-{SQL}",
    author = "Dai, Yaxun  and
      Xie, Wenxuan  and
      Zhuang, Xialie  and
      Yang, Tianyu  and
      Liu, Ziyi  and
      Yang, Haiqin  and
      Yang, Yiying  and
      Zhao, Yuhang  and
      Chao, Pingfu  and
      Jiang, Wenhao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.35/",
    pages = "824--847",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hui-etal-2026-decif,
    title = "{D}ec{IF}: Improving Instruction-Following through Decomposition",
    author = "Hui, Tingfeng  and
      Zhu, Pengyu  and
      Ping, Bowen  and
      Tang, Ling  and
      Dong, Guanting  and
      Zhang, Yaqi  and
      Su, Sen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.36/",
    pages = "848--867",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-nava3,
    title = "$NavA^3$: Understanding Any Instruction, Navigating Anywhere, Finding Anything",
    author = "Zhang, Lingfeng  and
      Hao, Xiaoshuai  and
      Tang, Yingbo  and
      Fu, Haoxiang  and
      Zheng, Xinyu  and
      Wang, Pengwei  and
      Wang, Zhongyuan  and
      Ding, Wenbo  and
      Zhang, Shanghang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.37/",
    pages = "868--878",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-liu-2026-fastv,
    title = "{F}ast{V}-{RAG}: Towards Fast and Fine-Grained Video {QA} with Retrieval-Augmented Generation",
    author = "Li, Gen  and
      Liu, Peiyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.38/",
    pages = "879--889",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yan-murawaki-2026-efficient,
    title = "Efficient Provably Secure Linguistic Steganography via Range Coding",
    author = "Yan, Ruiyi  and
      Murawaki, Yugo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.39/",
    pages = "890--907",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zou-etal-2026-uni,
    title = "Uni-{MMMU}: A Massive Multi-discipline Multimodal Unified Benchmark",
    author = "Zou, Kai  and
      Huang, Ziqi  and
      Dong, Yuhao  and
      Tian, Shulin  and
      Zheng, Dian  and
      Liu, Hongbo  and
      He, Jingwen  and
      Liu, Bin  and
      Qiao, Yu  and
      Liu, Ziwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.40/",
    pages = "908--924",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-memsearch,
    title = "{M}em{S}earch-o1: Empowering Large Language Models with Reasoning-Aligned Memory Growth in Agentic Search",
    author = "Zhang, Sheng  and
      Li, Junyi  and
      Zhang, Yingyi  and
      Jia, Pengyue  and
      Wang, Yichao  and
      Qian, Xiaowei  and
      Zhang, Wenlin  and
      Wang, Maolin  and
      Liu, Yong  and
      Zhao, Xiangyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.41/",
    pages = "925--943",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sun-etal-2026-capc,
    title = "{CAPC}-{CG}: A Large-Scale, Expert-Directed {LLM}-Annotated Corpus of Adaptive Policy Communication in {C}hina",
    author = "Sun, Bolun  and
      Chang, Charles  and
      Ang, Yuen Yuen  and
      Mu, Ruotong  and
      Xu, Yuchen  and
      Zhang, Zhengxin  and
      Hao, Pingxu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.42/",
    pages = "944--966",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-mathflow,
    title = "{M}ath{F}low: Enhancing the Perceptual Flow of {MLLM}s for Visual Mathematical Problems",
    author = "Chen, Shuhang  and
      Yuan, Hangjie  and
      Xu, Yunqiu  and
      Liu, Pengwei  and
      Feng, Tao  and
      Cen, Jun  and
      Huang, Zeying  and
      Yang, Yi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.43/",
    pages = "967--992",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yan-etal-2026-anchored,
    title = "Anchored Sliding Window: Toward Robust and Imperceptible Linguistic Steganography",
    author = "Yan, Ruiyi  and
      Meng, Shiao  and
      Murawaki, Yugo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.44/",
    pages = "993--1012",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{han-huang-2026-makes,
    title = "What Makes Good Instruction-Tuning Data? An In-Context Learning Perspective",
    author = "Han, Guangzeng  and
      Huang, Xiaolei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.45/",
    pages = "1013--1027",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shi-etal-2026-robsa,
    title = "{R}o{BSA}: {R}o{PE}-based Blockwise Sparse Multi-head Latent Attention",
    author = "Shi, Xinyu  and
      Luo, Kairong  and
      Zheng, Zhen  and
      Chen, Wenguang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.46/",
    pages = "1028--1044",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-xtragpt,
    title = "{X}tra{GPT}: Context-Aware and Controllable Academic Paper Revision via Human-{AI} Collaboration",
    author = "Chen, Nuo  and
      HuiKai, Andre Lin  and
      Wu, Jiaying  and
      Hou, Junyi  and
      Zhang, Zining  and
      Wang, Qian  and
      Wang, Xidong  and
      He, Bingsheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.47/",
    pages = "1045--1074",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-learn,
    title = "Learn to Relax with Large Language Models: Solving Constraint Optimization Problems via Bidirectional Coevolution",
    author = "Liu, Beidan  and
      Zhu, Zhengqiu  and
      Gao, Chen  and
      Pu, Tianle  and
      Zhao, Yong  and
      Qi, Wei  and
      Yin, Quanjun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.48/",
    pages = "1075--1094",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-game,
    title = "A Game-Theoretica Negotiation Framework for Cross-Cultural Consensus",
    author = "Zhang, Guoxi  and
      Chen, Jiawei  and
      Yang, Tianzhuo  and
      Ji, Jiaming  and
      Yang, Yaodong  and
      Dai, Juntao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.49/",
    pages = "1095--1134",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cheng-etal-2026-focusing,
    title = "Focusing Condition: Inference-Time Self-Contrastive Steering Elicits Better Conditional Text Embeddings in {LLM}s",
    author = "Cheng, Zifeng  and
      Qian, Lingyun  and
      Jiang, Zhiwei  and
      Wang, Cong  and
      Yin, Yafeng  and
      Shen, Fei  and
      Zhou, Ao  and
      Gu, Qing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.50/",
    pages = "1135--1147",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-exploring-attention,
    title = "Exploring Attention Attractors in Large Language Models",
    author = "Wang, Ziheng  and
      Yue, Zihao  and
      Wang, Wenxuan  and
      Jin, Qin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.51/",
    pages = "1148--1160",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ou-etal-2026-identifying,
    title = "Identifying the Periodicity of Information in Natural Language",
    author = "OU, Yulin  and
      Wang, Yu  and
      Xu, Yang  and
      Buschmeier, Hendrik",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.52/",
    pages = "1161--1175",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ye-etal-2026-emoharbor,
    title = "{E}mo{H}arbor: Evaluating Personalized Emotional Support by Simulating the User{'}s Internal World",
    author = "Ye, Jing  and
      Xiang, Lu  and
      Zhang, Yaping  and
      Zong, Chengqing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.53/",
    pages = "1176--1202",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-reasonembed,
    title = "{R}eason{E}mbed: Enhanced Text Embeddings for Reasoning-Intensive Document Retrieval",
    author = "Chen, Jianlyu  and
      Lan, Junwei  and
      Li, Chaofan  and
      Lian, Defu  and
      Liu, Zheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.54/",
    pages = "1203--1221",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{su-etal-2026-spagbias,
    title = "{SPAGB}ias: Uncovering and Tracing Structured Spatial Gender Bias in Large Language Models",
    author = "Su, Binxian  and
      Lou, Haoye  and
      Zhu, Shucheng  and
      Wang, Weikang  and
      Liu, Ying  and
      Yu, Dong  and
      Liu, Pengyuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.55/",
    pages = "1222--1251",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{he-etal-2026-valu,
    title = "{VALU}: A Benchmark for Video Anomaly Temporal Localization and Understanding at Multiple Semantic Levels",
    author = "He, Yixiao  and
      Zhang, Menghao  and
      Sun, Haifeng  and
      Wang, Jing  and
      Lin, Kangheng  and
      Wang, Jinghan  and
      Xu, Chenye  and
      Ren, Pengfei  and
      Qi, Qi  and
      Wang, Jingyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.56/",
    pages = "1252--1296",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yi-etal-2026-coregaze,
    title = "{C}ore{G}aze: Core Subgraph-Driven Visual Gaze Diffusion for Training-Free Referring Multimodal Large Language Models",
    author = "Yi, Xiaoyang  and
      Chen, Jing  and
      Bao, Yuru  and
      Zhang, Jian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.57/",
    pages = "1297--1315",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{siam-etal-2026-respiramfm,
    title = "{R}espira{MFM}: A Multimodal Foundation Model with Contrastive Audio-Language Alignment for Respiratory Disease Identification",
    author = "Siam, Shakhrul Iman  and
      Feng, Tiantian  and
      Zhang, Jiankun  and
      Narayanan, Shrikanth  and
      Zhang, Mi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.58/",
    pages = "1316--1330",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{niu-etal-2026-beyond,
    title = "Beyond Detection: Evaluating Fallacy Awareness of {LLM}s in Interactive Scenarios",
    author = "Niu, Conghui  and
      Wu, Ningxin  and
      Zhao, Ziran  and
      Yu, Dong  and
      Kang, Chen  and
      Liu, Pengyuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.59/",
    pages = "1331--1352",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{bayazit-etal-2026-crosscoding,
    title = "Crosscoding Through Time: Tracking Emergence {\&} Consolidation Of Linguistic Representations Throughout {LLM} Pretraining",
    author = "Bayazit, Deniz  and
      Mueller, Aaron  and
      Bosselut, Antoine",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.60/",
    pages = "1353--1377",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-eeg,
    title = "Is {EEG}-to-Text Feasible in Real-World Scenarios? An In-Depth Analysis Using a Neuropsychology-Inspired Benchmark",
    author = "Zhang, Zihan  and
      Bao, Yu  and
      Ding, Xiao  and
      Jiang, Tianyi  and
      Xiong, Kai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.61/",
    pages = "1378--1393",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiang-etal-2026-controlaudio,
    title = "{C}ontrol{A}udio: Tackling Text-Guided, Timing-Indicated and Intelligible Audio Generation via Progressive Diffusion Modeling",
    author = "Jiang, Yuxuan  and
      Chen, Zehua  and
      Ju, Zeqian  and
      Dai, Yusheng  and
      Dou, Weibei  and
      Zhu, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.62/",
    pages = "1394--1413",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{harary-etal-2026-prefixnli,
    title = "{P}refix{NLI}: Detecting Factual Inconsistencies as Soon as They Arise",
    author = "Harary, Sapir  and
      Hirsch, Eran  and
      Slobodkin, Aviv  and
      Wan, David  and
      Bansal, Mohit  and
      Dagan, Ido",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.63/",
    pages = "1414--1433",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-ram,
    title = "{RAM}-{SD}: Retrieval-Augmented Multi-agent framework for Sarcasm Detection",
    author = "Zhou, Ziyang  and
      Liu, Ziqi  and
      Wang, Yan  and
      Lin, Yiming  and
      Chen, Yangbin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.64/",
    pages = "1434--1448",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-emergence,
    title = "On the Emergence and Test-Time Use of Structural Information in Large Language Models",
    author = "Chen, Michelle Chao  and
      Miller, Moritz  and
      Sch{\textbackslash}{''}olkopf, Bernhard  and
      Guo, Siyuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.65/",
    pages = "1449--1465",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{badshah-etal-2026-sage,
    title = "{SAGE}: A Search-{A}u{G}mented Evaluation of Large Language Models on Free-Form {QA}",
    author = "Badshah, Sher  and
      Emami, Ali  and
      Sajjad, Hassan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.66/",
    pages = "1466--1491",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-j4r,
    title = "{J}4{R}: Learning to Judge with Equivalent Initial State Group Relative Policy Optimization",
    author = "Xu, Austin  and
      Zhou, Yilun  and
      Nguyen, Xuan-Phi  and
      Xiong, Caiming  and
      Joty, Shafiq",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.67/",
    pages = "1492--1511",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-functionality,
    title = "A Functionality-Grounded Benchmark for Evaluating Web Agents in {E}-commerce Domains",
    author = "Zhang, Xianren  and
      Prasad, Shreyas  and
      Wang, Di  and
      Zeng, Qiuhai  and
      Wang, Suhang  and
      Yan, Wenbo  and
      Hans, Mat",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.68/",
    pages = "1512--1528",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-reinforcement,
    title = "Reinforcement Learning for Self-Improving Agent with Skill Library",
    author = "Wang, Jiongxiao  and
      Yan, Qiaojing  and
      Wang, Yawei  and
      Tian, Yijun  and
      Mishra, Soumya Smruti  and
      Xu, Zhichao  and
      Gandhi, Megha  and
      Xu, Panpan  and
      Cheong, Lin Lee",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.69/",
    pages = "1529--1550",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-cacheprune,
    title = "{C}ache{P}rune: Teaching {LLM}s What Not to Follow via {KV}-Cache Editing",
    author = "Wang, Rui  and
      Wu, Junda  and
      Xia, Yu  and
      Yu, Tong  and
      Zhang, Ruiyi  and
      Rossi, Ryan A.  and
      Mitra, Subrata  and
      Yao, Lina  and
      McAuley, Julian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.70/",
    pages = "1551--1570",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hejabi-etal-2026-flip,
    title = "Flip-Flop Consistency: Unsupervised Training for Robustness to Prompt Perturbations in {LLM}s",
    author = "Hejabi, Parsa  and
      Rahmati, Elnaz  and
      Ziabari, Alireza Salkhordeh  and
      Dehghani, Morteza",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.71/",
    pages = "1571--1587",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shao-etal-2026-leave,
    title = "Leave My Images Alone: Preventing Multi-Modal Large Language Models from Analyzing Images via Visual Prompt Injection",
    author = "Shao, Zedian  and
      Liu, Hongbin  and
      Hu, Yuepeng  and
      Gong, Neil Zhenqiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.72/",
    pages = "1588--1604",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-huang-2026-logic,
    title = "Logic Matters in Lightweight Hallucination Classification for {RAG} System",
    author = "Yang, Ningyuan  and
      Huang, Kaizhu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.73/",
    pages = "1605--1617",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-harnessing,
    title = "Harnessing Negative Signals: Reinforcement Distillation from Teacher Data for {LLM} Reasoning",
    author = "Xu, Shuyao  and
      Peng, Cheng  and
      Long, Jiangxuan  and
      Xu, Weidi  and
      Chu, Wei  and
      Qi, Yuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.74/",
    pages = "1618--1639",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{singh-etal-2026-grammar,
    title = "Grammar Search for Multi-Agent Systems",
    author = "Singh, Mayank  and
      Yadav, Vikas  and
      Malay, Shiva Krishna Reddy  and
      Nayak, Shravan  and
      Rajeswar, Sai  and
      Madhusudhan, Sathwik Tejaswi  and
      Blanco, Eduardo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.75/",
    pages = "1640--1655",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-zoomr,
    title = "{Z}oom{R}: Memory Efficient Reasoning through Multi-Granularity Key Value Retrieval",
    author = "Yang, David H.  and
      Zhu, Yuxuan  and
      Amiri, Mohammad Mohammadi  and
      Murugesan, Keerthiram  and
      Pedapati, Tejaswini  and
      Chaudhury, Subhajit  and
      Chen, Pin-Yu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.76/",
    pages = "1656--1669",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{abdurahman-etal-2026-explicit,
    title = "Explicit Trait Inference for Multi-Agent Coordination",
    author = "Abdurahman, Suhaib  and
      Ishii, Etsuko  and
      Margatina, Katerina  and
      Bhargavi, Divya  and
      Sunkara, Monica  and
      Zhang, Yi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.77/",
    pages = "1670--1704",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xiao-etal-2026-sftmix,
    title = "{SFTM}ix: Elevating Language Model Instruction Tuning with Mixup Recipe",
    author = "Xiao, Yuxin  and
      Zhang, Shujian  and
      Ghassemi, Marzyeh  and
      Zhou, Wenxuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.78/",
    pages = "1705--1718",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{banayeeanzade-etal-2026-psychological,
    title = "Psychological Steering in {LLM}s: An Evaluation of Effectiveness and Trustworthiness",
    author = "Banayeeanzade, Amin  and
      Tak, Ala N.  and
      Bahrani, Fatemeh  and
      Bolourani, Anahita  and
      Blas, Leonardo  and
      Ferrara, Emilio  and
      Gratch, Jonathan  and
      Karimireddy, Sai Praneeth",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.79/",
    pages = "1719--1771",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ouyang-etal-2026-hierarchical,
    title = "Hierarchical Policy Optimization for Simultaneous Translation of Unbounded Speech",
    author = "Ouyang, Siqi  and
      Ding, Shuoyang  and
      Hrinchuk, Oleksii  and
      Lavrukhin, Vitaly  and
      Yan, Brian  and
      Ginsburg, Boris  and
      Li, Lei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.80/",
    pages = "1772--1787",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiang-etal-2026-act,
    title = "Act as you think: Reinforcing Consistent Reasoning in Medical Visual Question Answering",
    author = "Jiang, Songtao  and
      Wang, Yuan  and
      Chen, Ruizhe  and
      Zhang, Yan  and
      Luo, Ruilin  and
      Lei, Bohan  and
      Jin, Yeying  and
      Song, Sibo  and
      Yang, ZhiBo  and
      Sun, Jimeng  and
      Wu, Jian  and
      Liu, Zuozhu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.81/",
    pages = "1788--1805",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ashuach-etal-2026-crisp,
    title = "{CRISP}: Persistent Concept Unlearning via Sparse Autoencoders",
    author = "Ashuach, Tomer  and
      Arad, Dana  and
      Mueller, Aaron  and
      Tutek, Martin  and
      Belinkov, Yonatan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.82/",
    pages = "1806--1825",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-longspec,
    title = "{L}ong{S}pec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification",
    author = "Yang, Penghui  and
      Du, Cunxiao  and
      Zhang, Fengzhuo  and
      Wang, Haonan  and
      Pang, Tianyu  and
      Du, Chao  and
      An, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.83/",
    pages = "1826--1844",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{dong-etal-2026-using,
    title = "Using Perspectival Words Is Harder Than Vocabulary Words for Humans {---}and {E}ven More So for Multimodal Language Models",
    author = "Dong, Dota Tianai  and
      Luo, Yifan  and
      Wang, Po-Ya Angela  and
      Ozyurek, Asli  and
      Rubio-Fernandez, Paula",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.84/",
    pages = "1845--1870",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sternlicht-hope-2026-chimera,
    title = "{CHIMERA}: A Knowledge Base of Scientific Idea Recombinations for Research Analysis and Ideation",
    author = "Sternlicht, Noy  and
      Hope, Tom",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.85/",
    pages = "1871--1905",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ren-etal-2026-towards,
    title = "Towards Robust Real-World Spreadsheet Understanding with Multi-Agent Multi-Format Reasoning",
    author = "Ren, Houxing  and
      Zhan, Mingjie  and
      Lu, Zimu  and
      Wang, Ke  and
      Yang, Yunqiao  and
      Hou, Haotian  and
      Li, Hongsheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.86/",
    pages = "1906--1933",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{luo-etal-2026-gate,
    title = "{GATE}: Graph-based Adaptive Tool Evolution Across Diverse Tasks",
    author = "Luo, Jianwen  and
      Huang, Yiming  and
      Meng, Jinxiang  and
      Lei, Fangyu  and
      He, Shizhu  and
      Liu, Xiao  and
      Jiang, Shanshan  and
      Dong, Bin  and
      Zhao, Jun  and
      Liu, Kang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.87/",
    pages = "1934--1961",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-erasing,
    title = "Erasing Without Remembering: Implicit Knowledge Forgetting in Large Language Models",
    author = "Wang, Huazheng  and
      Jing, Yongcheng  and
      Sun, Haifeng  and
      Wang, Yingjie  and
      Wang, Jingyu  and
      Liao, Jianxin  and
      Tao, Dacheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.88/",
    pages = "1962--1994",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhu-etal-2026-mitigating,
    title = "Mitigating Hallucinations in Large Vision-Language Models without Performance Degradation",
    author = "Zhu, Xingyu  and
      Fang, Junfeng  and
      Wang, Shuo  and
      Zhu, Beier  and
      Wang, Zhicai  and
      Yang, Yonghui  and
      He, Xiangnan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.89/",
    pages = "1995--2009",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-apb,
    title = "{APB}-{V}: Accelerating Long-Video Understanding via Sequence-Parallelism-aware Approximate Attention",
    author = "Huang, Yuxiang  and
      Li, Mingye  and
      Han, Xu  and
      Xiao, Chaojun  and
      Zhao, Weilin  and
      Sun, Ao  and
      Yuan, Ziqi  and
      Zhou, Hao  and
      Meng, Fandong  and
      Liu, Zhiyuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.90/",
    pages = "2010--2025",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{alrowili-etal-2026-aravqa,
    title = "{A}ra{VQA}: Building a New {A}rabic Factoid Visual Question Answering Dataset from {W}ikipedia",
    author = "Alrowili, Sultan  and
      Samih, Younes  and
      Freihat, Abed Alhakim  and
      Eswaran, Mathan Kumar",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.91/",
    pages = "2026--2042",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{halterman-keith-2026-protest,
    title = "What is a protest anyway? Codebook conceptualization is still a first-order concern in {LLM}-era classification",
    author = "Halterman, Andrew  and
      Keith, Katherine A.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.92/",
    pages = "2043--2059",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chun-etal-2026-misinformation,
    title = "When Misinformation Speaks and Converses: Rethinking Fact-Checking in Audio Platforms",
    author = "Chun, Chaewan  and
      Zhang, Delvin Ce  and
      Lee, Dongwon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.93/",
    pages = "2060--2075",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-contextual,
    title = "Contextual Relevance and Adaptive Sampling for {LLM}-Based Document Reranking",
    author = "Huang, Jerry  and
      Madala, Siddarth  and
      Niu, Cheng  and
      Hockenmaier, Julia  and
      Zhang, Tong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.94/",
    pages = "2076--2089",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chung-etal-2026-quantifying,
    title = "Quantifying Aleatoric Uncertainty of In-Context Learning for Robust Measure of {LLM} Prediction Confidence",
    author = "Chung, Jinseok  and
      Song, Minkyoung  and
      Jung, Hyunji  and
      Lee, Namhoon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.95/",
    pages = "2090--2108",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-satquest,
    title = "{SATQ}uest: A Verifier for Logical Reasoning Evaluation and Reinforcement Fine-Tuning of {LLM}s",
    author = "Zhao, Yanxiao  and
      Li, Yaqian  and
      Bo, Zi-Hao  and
      Takezoe, Rinyoichi  and
      Hui, Haojia  and
      Guang, Mo  and
      Renlei  and
      Qin, Xiaolin  and
      Long, Kaiwen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.96/",
    pages = "2109--2131",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xiao-etal-2026-directions,
    title = "Not All Directions Matter: Towards Structured and Task-Aware Low-Rank Model Adaptation",
    author = "Xiao, Xi  and
      Ma, Chenrui  and
      Zhang, Yunbei  and
      Liu, Chen  and
      Wang, Zhuxuanzi  and
      Li, Yanshu  and
      Zhao, Lin  and
      Hu, Guosheng  and
      Wang, Tianyang  and
      Xu, Hao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.97/",
    pages = "2132--2154",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-recontraster,
    title = "{R}e{C}ontraster: Making Your Posters Stand Out with Regional Contrast",
    author = "Zhang, Peixuan  and
      Jia, Zijian  and
      Cai, Ziqi  and
      Weng, Shuchen  and
      Li, Si  and
      Shi, Boxin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.98/",
    pages = "2155--2171",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{song-etal-2026-mechanistic,
    title = "Mechanistic Interpretability Should Prioritize Feature Consistency in Sparse Autoencoders",
    author = "Song, Xiangchen  and
      Muhamed, Aashiq  and
      Zheng, Yujia  and
      Kong, Lingjing  and
      Tang, Zeyu  and
      Diab, Mona T.  and
      Smith, Virginia  and
      Zhang, Kun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.99/",
    pages = "2172--2210",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-equivpruner,
    title = "{E}quiv{P}runer: Boosting Efficiency and Quality in {LLM}-Based Search via Action Pruning",
    author = "Liu, Jiawei  and
      Chen, Qisi  and
      Zhang, Jianshu  and
      Liu, Quan  and
      Lian, Defu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.100/",
    pages = "2211--2226",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-data,
    title = "From Data-Centric to Sample-Centric: Enhancing {LLM} Reasoning via Progressive Optimization",
    author = "Chen, Xinjie  and
      Liao, Minpeng  and
      Chen, Guoxin  and
      Li, Chengxi  and
      Fu, Biao  and
      Fan, Kai  and
      Liu, Xinggao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.101/",
    pages = "2227--2242",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kimhi-etal-2026-cares,
    title = "{CARES}: Context-Aware Resolution Selector for {VLM}s",
    author = "Kimhi, Moshe  and
      Shabtay, Nimrod  and
      Giryes, Raja  and
      Baskin, Chaim  and
      Schwartz, Eli",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.102/",
    pages = "2243--2256",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lupart-etal-2026-chatr1,
    title = "{C}hat{R}1: Reinforcement Learning for Conversational Reasoning and Retrieval Augmented Question Answering",
    author = "Lupart, Simon  and
      Aliannejadi, Mohammad  and
      Kanoulas, Evangelos",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.103/",
    pages = "2257--2274",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-think,
    title = "Think in Sentences: Explicit Sentence Boundaries Enhance Language Model{'}s Capabilities",
    author = "Liu, Zhichen  and
      Li, Yongyuan  and
      Xu, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.104/",
    pages = "2275--2288",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{agarwal-etal-2026-morphogen,
    title = "{MORPHOGEN}: A Multilingual Benchmark for Evaluating Gender-Aware Morphological Generation",
    author = "Agarwal, Mehul  and
      Aggarwal, Aditya  and
      Goel, Arnav  and
      Hira, Medha  and
      Gupta, Anubha",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.105/",
    pages = "2289--2313",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gu-etal-2026-tera,
    title = "{T}e{RA}: Vector-based Random Tensor Network for High-Rank Adaptation of Large Language Models",
    author = "Gu, Yuxuan  and
      Zhou, Wuyang  and
      Iacovides, Giorgos  and
      Mandic, Danilo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.106/",
    pages = "2314--2329",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-gendis,
    title = "{G}en{D}is: Generative-Discriminative Dual-View Co-Training for Generalized Category Discovery",
    author = "Chen, Xi  and
      Qin, Chuan  and
      Li, Jinpeng  and
      Hu, Shasha  and
      Wang, Chao  and
      Zhu, Hengshu  and
      Xiong, Hui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.107/",
    pages = "2330--2351",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shi-etal-2026-codehacker,
    title = "{C}ode{H}acker: Automated Test Case Generation for Detecting Vulnerabilities in Competitive Programming Solutions",
    author = "Shi, Jingwei  and
      Yin, Xinxiang  and
      Huang, Jing  and
      Tao, Shengyu  and
      Zhao, Jinman",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.108/",
    pages = "2352--2382",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{stowe-etal-2026-identifying,
    title = "Identifying Bias in Machine-generated Text Detection",
    author = "Stowe, Kevin  and
      Afanaseva, Svetlana  and
      Raimundo, Rodolfo C.  and
      Sun, Yitao  and
      Patil, Kailash",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.109/",
    pages = "2383--2395",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-de,
    title = "{DE}-{CLIP}: Few-Shot Anomaly Detection via Difference-Guided Embedding Editing",
    author = "Zhang, Yage  and
      Jiang, Yukun  and
      Backes, Michael  and
      Zhang, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.110/",
    pages = "2396--2407",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hu-etal-2026-culinary,
    title = "Culinary Crossroads: A {RAG} Framework for Enhancing Diversity in Cross-Cultural Recipe Adaptation",
    author = "Hu, Tianyi  and
      Morales-Garz{\textbackslash}'on, Andrea  and
      Zheng, Jingyi  and
      Maistro, Maria  and
      Hershcovich, Daniel",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.111/",
    pages = "2408--2423",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-mixture,
    title = "Mixture-of-Minds: Multi-Agent Reinforcement Learning for Table Understanding",
    author = "Zhou, Yuhang  and
      Zhang, Mingrui  and
      Li, Ke  and
      Wang, Mingyi  and
      Liu, Qiao  and
      Wang, Qifei  and
      Liu, Jiayi  and
      Liu, Fei  and
      Li, Serena  and
      LI, Weiwei  and
      Gao, Mingze  and
      Kumar, Abhishek  and
      Fan, Xiangjun  and
      Zhao, Zhuokai  and
      Zhang, Lizhu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.112/",
    pages = "2424--2439",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-mmclip,
    title = "{MMCLIP}: Cross-Modal Attention Masked Modelling for Medical Language-Image Pre-Training",
    author = "Wu, Biao  and
      Xie, Yutong  and
      Zhang, Zeyu  and
      Phan, Vu Minh Hieu  and
      Chen, Qi  and
      Chen, Ling  and
      Wu, Qi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.113/",
    pages = "2440--2455",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-mmsearch,
    title = "{MMS}earch-R1: Incentivizing {LMM}s to Search",
    author = "Wu, Jinming  and
      Deng, Zihao  and
      Li, Wei  and
      Liu, Yiding  and
      You, Bo  and
      Li, Bo  and
      MA, Zejun  and
      Liu, Ziwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.114/",
    pages = "2456--2487",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{du-etal-2026-toward,
    title = "Toward Secure Tuning: Mitigating Security Risks from Instruction Fine-Tuning",
    author = "Du, Yanrui  and
      Fan, Fenglei  and
      Zhao, Sendong  and
      Cao, Jiawei  and
      Ma, Ming  and
      Zhao, Danyang  and
      Qi, Shuren  and
      Liu, Ting  and
      Qin, Bing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.115/",
    pages = "2488--2506",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xie-etal-2026-sde,
    title = "{SDE}-{SQL}: Enhancing Text-to-{SQL} Generation in Large Language Models via Self-Driven Exploration with {SQL} Probes",
    author = "Xie, Wenxuan  and
      Dai, Yaxun  and
      Jiang, Wenhao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.116/",
    pages = "2507--2525",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{caplan-etal-2026-splits,
    title = "Splits! Flexible Sociocultural Linguistic Investigation at Scale",
    author = "Caplan, Eylon  and
      Chakraborty, Tania  and
      Goldwasser, Dan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.117/",
    pages = "2526--2550",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ibrahim-cheng-2026-thinking,
    title = "Thinking beyond the anthropomorphic paradigm benefits {LLM} research",
    author = "Ibrahim, Lujain  and
      Cheng, Myra",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.118/",
    pages = "2551--2563",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hu-etal-2026-coordinating,
    title = "Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification",
    author = "Hu, Qisheng  and
      Long, Quanyu  and
      Wang, Wenya",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.119/",
    pages = "2564--2585",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{pu-etal-2026-breaking,
    title = "Breaking the Generator Barrier: Disentangled Representation for Generalizable {AI}-Text Detection",
    author = "Pu, Xiao  and
      Cheng, Zepeng  and
      Yuan, Lin  and
      Wu, Yu  and
      Bi, Xiuli",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.120/",
    pages = "2586--2598",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-puppet,
    title = "{PUPPET}: Neural-Symbolic Standardized Patients for Mental Health",
    author = "Xu, Chen  and
      ji, Yu  and
      Lv, Zhenyu  and
      Yi, Yang  and
      Yang, Yizhe  and
      Ji, Luyao  and
      Chen, Chaoyi  and
      Wang, Xianyang  and
      Lan, Tian  and
      Wang, Zhihua  and
      Wang, Juan  and
      Dong, Xunde  and
      Tian, Fuze  and
      Dong, Qunxi  and
      Hu, Bin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.121/",
    pages = "2599--2634",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-lightreasoner,
    title = "{L}ight{R}easoner: Can Small Language Models Teach Large Language Models Reasoning?",
    author = "Wang, Jingyuan  and
      Chen, Yankai  and
      Li, Zhonghang  and
      Huang, Chao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.122/",
    pages = "2635--2663",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-onerec,
    title = "{O}ne{R}ec-Think: In-Text Reasoning for Generative Recommendation",
    author = "Liu, Zhanyu  and
      Wang, Shiyao  and
      Wang, Xingmei  and
      Zhang, Rongzhou  and
      Deng, Jiaxin  and
      Bao, Honghui  and
      Zhang, Jinghao  and
      Li, Wuchao  and
      Zheng, PengFei  and
      Wu, Xiangyu  and
      Hu, Yifei  and
      Hu, Qigen  and
      Luo, Xinchen  and
      Ren, Lejian  and
      Zixing, Zhang  and
      Wang, Qianqian  and
      Cai, Kuo  and
      Wu, Yunfan  and
      Cheng, Hongtao  and
      Cheng, Zexuan  and
      Ren, Lu  and
      Wang, Huanjie  and
      Su, Yi  and
      Tang, Ruiming  and
      Gai, Kun  and
      Zhou, Guorui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.123/",
    pages = "2664--2681",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-awarenessbench,
    title = "{A}wareness{B}ench: Assessing Cognitive Capabilities of Language Models",
    author = "Li, Xiaojian  and
      Xu, Rongwu  and
      Zhang, Tianyun  and
      Wang, Yue  and
      Chen, Shuo  and
      Lyu, Qiner  and
      Zhang, Briana  and
      Yang, Peiran  and
      Chen, Kyle Xue  and
      Shi, Haoyuan  and
      Wang, Yu  and
      Xu, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.124/",
    pages = "2682--2741",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{pu-etal-2026-beyond,
    title = "Beyond Surface-Level Detection: Towards Cognitive-Driven Defense Against Jailbreak Attacks via Meta-Operations Reasoning",
    author = "Pu, Rui  and
      Li, Chaozhuo  and
      Ha, Rui  and
      Zhang, Litian  and
      Qiu, Lirong  and
      Zhang, Xi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.125/",
    pages = "2742--2759",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-scan,
    title = "{SCAN}: Structured Capability Assessment and Navigation for {LLM}s",
    author = "Wang, Zongqi  and
      Gu, Tianle  and
      Gong, Chen  and
      Tian, Xin  and
      Bao, Siqi  and
      Yang, Yujiu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.126/",
    pages = "2760--2799",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{koo-kim-2026-emcee,
    title = "{EMCEE}: Improving Multilingual Capability of {LLM}s via Bridging Knowledge and Reasoning with Extracted Synthetic Multilingual Context",
    author = "Koo, Hamin  and
      Kim, Jaehyung",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.127/",
    pages = "2800--2822",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xia-etal-2026-llms,
    title = "Can {LLM}s Learn to Map the World from Local Descriptions?",
    author = "Xia, Sirui  and
      Chen, Aili  and
      Wang, Xintao  and
      Zhu, Tinghui  and
      Zhang, Yikai  and
      Chen, Jiangjie  and
      Xiao, Yanghua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.128/",
    pages = "2823--2845",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-leash,
    title = "{LEASH}: Adaptive Length Penalty and Reward Shaping for Efficient Large Reasoning Model",
    author = "Li, Yanhao  and
      Ma, Lu  and
      Zhang, Jiaran  and
      Tang, Lexiang  and
      Zhang, Wentao  and
      Luo, Guibo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.129/",
    pages = "2846--2856",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-align,
    title = "{ALIGN}: Word Association Learning for Cultural Alignment in Large Language Models",
    author = "Liu, Chunhua  and
      Shrestha, Kabir Manandhar  and
      Huang, Sukai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.130/",
    pages = "2857--2879",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-realtalk,
    title = "{R}eal{T}alk-{CN}: A Realistic {C}hinese Speech Task-Oriented Dialogue Benchmark with Cross-Modal Analysis",
    author = "Wang, Enzhi  and
      Zhou, Jiaming  and
      Jia, Yuhang  and
      Kong, Aobo  and
      Li, Qicheng  and
      Qin, Yong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.131/",
    pages = "2880--2897",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mai-etal-2026-hope,
    title = "{HOPE}: Hybrid Optimized Parallel Encoding with Supervised and Unsupervised Semantic Fusion for Depression Symptom Detection",
    author = "Mai, Tu-Phuong  and
      H., Minh-Ha Le  and
      Tran, Duc-Luong  and
      Chu, Phuong-Anh  and
      Can, Duy-Cat  and
      Le, Hoang-Quynh",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.132/",
    pages = "2898--2911",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-bias,
    title = "Bias Fitting to Mitigate Length Bias of Reward Model in {RLHF}",
    author = "Zhao, Kangwen  and
      Cai, Jianfeng  and
      Zhu, Jinhua  and
      Sun, Ruopei  and
      Xue, Dongyun  and
      Zhou, Wengang  and
      Li, Li  and
      Li, Houqiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.133/",
    pages = "2912--2927",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tang-etal-2026-rethinking,
    title = "Rethinking Sample Polarity in Reinforcement Learning with Verifiable Rewards",
    author = "Tang, Xinyu  and
      Zhan, Yuliang  and
      Li, Zhixun  and
      Zhao, Xin  and
      Zhang, Zhenduo  and
      Wen, Zujie  and
      Zhang, Zhiqiang  and
      Zhou, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.134/",
    pages = "2928--2954",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-beyond,
    title = "Beyond Examples: Towards Automated Thought-level In-Context Reasoning for Large Language Models",
    author = "Wu, Jinyang  and
      Feng, Mingkuan  and
      Zhang, Shuai  and
      Che, Feihu  and
      Wen, Zhengqi  and
      Liao, Chonghua  and
      Yang, Ling  and
      Luo, Haoran  and
      Lian, Zheng  and
      Tao, Jianhua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.135/",
    pages = "2955--2995",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{feng-etal-2026-two,
    title = "Two-Stage Regularization-Based Structured Pruning for {LLM}s",
    author = "Feng, Mingkuan  and
      Wu, Jinyang  and
      Liu, Siyuan  and
      Zhang, Shuai  and
      Fang, Hongjian  and
      Jin, Ruihan  and
      Che, Feihu  and
      Shao, Pengpeng  and
      Wen, Zhengqi  and
      Tao, Jianhua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.136/",
    pages = "2996--3012",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shenaj-etal-2026-k,
    title = "K-Merge: Online Continual Merging of Adapters for On-device Large Language Models",
    author = "Shenaj, Donald  and
      Bohdal, Ondrej  and
      Ceritli, Taha  and
      Ozay, Mete  and
      Zanuttigh, Pietro  and
      Michieli, Umberto",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.137/",
    pages = "3013--3029",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-sac,
    title = "{SAC}: Neural Speech Codec with Semantic-Acoustic Dual-Stream Quantization",
    author = "Chen, Wenxi  and
      Yan, Ruiqi  and
      Chen, Yushen  and
      Niu, Zhikang  and
      Ma, Ziyang  and
      Li, Xiquan  and
      Liang, Yuzhe  and
      Wenhanlin  and
      Yin, Shunshun  and
      Tao, Ming  and
      Wang, Xinsheng  and
      Chen, Xie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.138/",
    pages = "3030--3048",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{peng-etal-2026-criticlean,
    title = "{C}ritic{L}ean: Critic-Guided Reinforcement Learning for Mathematical Formalization",
    author = "Peng, Zhongyuan  and
      Yao, Yifan  and
      Ma, Kaijing  and
      Guo, Shuyue  and
      Li, Yizhe  and
      Zhang, Yichi  and
      Zhang, Chenchen  and
      Zhang, Yifan  and
      Yu, Zhouliang  and
      Li, Luming  and
      Liu, Minghao  and
      Xia, Yihang  and
      Shen, Jiawei  and
      Wu, Yuchen  and
      Cao, Yixin  and
      Zhang, Zhaoxiang  and
      Huang, Wenhao  and
      Liu, Jiaheng  and
      Zhang, Ge",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.139/",
    pages = "3049--3088",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gong-etal-2026-trace,
    title = "{TRACE}: Evaluating Execution Efficiency of {LLM}-Based Code Translation",
    author = "Gong, Zhihao  and
      Sun, Zeyu  and
      Huang, Dong  and
      Liang, Qingyuan  and
      Zhang, Jie M.  and
      Hao, Dan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.140/",
    pages = "3089--3117",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{abagyan-etal-2026-one,
    title = "One Tokenizer To Rule Them All: Emergent Language Plasticity via Multilingual Tokenizers",
    author = "Abagyan, Diana  and
      Salamanca, Alejandro R.  and
      Cruz-Salinas, Andres Felipe  and
      Cao, Kris  and
      Lin, Hangyu  and
      Locatelli, Acyr  and
      Fadaee, Marzieh  and
      {\textbackslash}{''}Ust{\textbackslash}{''}un, Ahmet  and
      Hooker, Sara",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.141/",
    pages = "3118--3136",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{du-etal-2026-say,
    title = "It{'}s Not What You Say, It{'}s How You Say It: Evaluating {LLM} Responses to Expressions of Belief",
    author = "Du, Kevin  and
      K{\textbackslash}{''}umpel, Clara  and
      Wastl, Michelle  and
      Warstadt, Alex",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.142/",
    pages = "3137--3151",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-cipo,
    title = "{C}i{PO}: Counterfactual Unlearning for Large Reasoning Models through Iterative Preference Optimization",
    author = "Li, Junyi  and
      Chen, Yongqiang  and
      Ding, Ningning",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.143/",
    pages = "3152--3170",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lucas-etal-2026-dia,
    title = "{DIA}-{HARM}: Dialectal Disparities in Harmful Content Detection Across 50 {E}nglish Dialects",
    author = "Lucas, Jason S  and
      White, Matt Murtagh  and
      Al-Lawati, Ali  and
      Uchendu, Uchendu  and
      Uchendu, Adaku  and
      Lee, Dongwon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.144/",
    pages = "3171--3214",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jung-etal-2026-towards,
    title = "Towards Scalable Lifelong Knowledge Editing with Selective Knowledge Suppression",
    author = "Jung, Dahyun  and
      Lee, Jaewook  and
      Lim, Heuiseok",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.145/",
    pages = "3215--3231",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cheng-etal-2026-optimizing,
    title = "Optimizing Length Compression in Large Reasoning Models",
    author = "Cheng, Zhengxiang  and
      Chen, Dongping  and
      Fu, Mingyang  and
      Zhou, Tianyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.146/",
    pages = "3232--3250",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hou-etal-2026-bridging,
    title = "Bridging Language and Items for Retrieval and Recommendation: Benchmarking {LLM}s as Semantic Encoders",
    author = "Hou, Yupeng  and
      Li, Jiacheng  and
      Fu, Xiangjun  and
      He, Zhankui  and
      Yan, An  and
      Chen, Xiusi  and
      McAuley, Julian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.147/",
    pages = "3251--3265",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-evolutionary,
    title = "Evolutionary Guided Decoding: Iterative Value Refinement for {LLM}s",
    author = "Liu, Zhenhua  and
      Li, Lijun  and
      Chen, Ruizhe  and
      Jiang, Yuxian  and
      Zhu, Tong  and
      Su, Zhaochen  and
      Chen, Wenliang  and
      Shao, Jing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.148/",
    pages = "3266--3283",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{singh-etal-2026-craft,
    title = "{CRAFT}: Training-Free Cascaded Retrieval for Tabular {QA}",
    author = "Singh, Adarsh  and
      Bhandari, Kushal Raj  and
      Gao, Jianxi  and
      Dan, Soham  and
      Gupta, Vivek",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.149/",
    pages = "3284--3298",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lee-etal-2026-evaluating,
    title = "Evaluating Legal Reasoning Traces with Legal Issue Tree Rubrics",
    author = "Lee, Jinu  and
      On, Kyoung-Woon  and
      Han, Sophia Simeng  and
      Cohan, Arman  and
      Hockenmaier, Julia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.150/",
    pages = "3299--3322",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tatarinov-etal-2026-kg,
    title = "{KG}-{M}u{LQA}: A Framework for {KG}-based Multi-Level {QA} Extraction and Long-Context {LLM} Evaluation",
    author = "Tatarinov, Nikita  and
      Kannan, Vidhyakshaya  and
      Srinivasa, Haricharana  and
      Raj, Arnav  and
      Anand, Harpreet Singh  and
      Singh, Varun  and
      Luthra, Aditya  and
      Lade, Ravij  and
      Shah, Agam  and
      Chava, Sudheer",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.151/",
    pages = "3323--3359",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wan-etal-2026-compass,
    title = "{COMPASS}: Enhancing Agent Long-Horizon Reasoning with Evolving Context",
    author = "Wan, Guangya  and
      Ling, Mingyang  and
      Ren, Xiaoqi  and
      Han, Rujun  and
      Li, Sheng  and
      Zhang, Zizhao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.152/",
    pages = "3360--3380",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{abdallah-etal-2026-bracketrank,
    title = "{B}racket{R}ank: Large Language Model Document Ranking via Reasoning-based Competitive Elimination",
    author = "Abdallah, Abdelrahman  and
      Ali, Mohammed  and
      Piryani, Bhawna  and
      Jatowt, Adam",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.153/",
    pages = "3381--3397",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yan-etal-2026-multi,
    title = "Multi-component Causal Tracing in Large Language Models",
    author = "Yan, Zirui  and
      Wei, Dennis  and
      Katz, Dmitriy A  and
      Sattigeri, Prasanna  and
      Tajer, Ali",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.154/",
    pages = "3398--3418",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{deng-etal-2026-sparse,
    title = "Sparse Feature Coactivation Reveals Causal Semantic Modules in Large Language Models",
    author = "Deng, Ruixuan  and
      Hu, Xiaoyang  and
      Gilberti, Miles  and
      Storks, Shane  and
      Taxali, Aman  and
      Angstadt, Mike  and
      Sripada, Chandra  and
      Chai, Joyce",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.155/",
    pages = "3419--3451",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{atad-etal-2026-tensorlens,
    title = "{T}ensor{L}ens: End-to-End Transformer Analysis via High-Order Attention Tensors",
    author = "Atad, Ido Andrew  and
      Zimerman, Itamar  and
      Katz, Shahar  and
      Wolf, Lior",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.156/",
    pages = "3452--3468",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tan-etal-2026-inferring,
    title = "Inferring Events from Time Series using Language Models",
    author = "Tan, Mingtian  and
      Merrill, Mike A  and
      Gottesman, Zachary  and
      Althoff, Tim  and
      Evans, David  and
      Hartvigsen, Thomas",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.157/",
    pages = "3469--3490",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lee-etal-2026-oasis,
    title = "{OASIS}: Online Sample Selection for Continual Instruction Tuning",
    author = "Lee, Minjae  and
      Seo, Minhyuk  and
      Qu, Tingyu  and
      Tuytelaars, Tinne  and
      Choi, Jonghyun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.158/",
    pages = "3491--3515",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lan-etal-2026-make,
    title = "Make Mechanistic Interpretability Auditable: A Call to Develop Guidelines via Continuous Collaborative Reviewing",
    author = "Lan, Michael  and
      Oozeer, Narmeen Fatimah  and
      Bandi, Chaithanya  and
      Quirke, Philip  and
      Meek, Austin  and
      Barez, Fazl  and
      Abdullah, Amir",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.159/",
    pages = "3516--3540",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xue-etal-2026-mitigating,
    title = "Mitigating Context Interference for Reliable and Efficient Search Agents",
    author = "Xue, Boyang  and
      Wu, Bin  and
      Qiao, Shuofei  and
      Wang, Sheng  and
      Wang, Rui  and
      Du, Yiming  and
      Wang, Hongru  and
      Pan, Jeff Z.  and
      Yilmaz, Emine  and
      Wong, Kam-Fai  and
      Lipani, Aldo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.160/",
    pages = "3541--3558",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{duan-etal-2026-chunks,
    title = "Chunks as Arms: Multi-Armed Bandit-Guided Sampling for Long-Context {LLM} Preference Optimization",
    author = "Duan, Shaohua  and
      Huang, Pengcheng  and
      Li, Xinze  and
      Liu, Zhenghao  and
      Yi, Xiaoyuan  and
      Yan, Yukun  and
      Wang, Shuo  and
      Gu, Yu  and
      Yu, Ge  and
      Sun, Maosong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.161/",
    pages = "3559--3575",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{alselwi-etal-2026-long,
    title = "Long Context Modeling with Ranked Memory-Augmented Retrieval",
    author = "Alselwi, Ghadir  and
      Xue, Hao  and
      Jameel, Shoaib  and
      Suleiman, Basem  and
      Salim, Flora D.  and
      Razzak, Imran",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.162/",
    pages = "3576--3590",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zheng-etal-2026-comprehensive,
    title = "A Comprehensive Survey of Process Reward Models: Data Generation, Model Construction, and Usage",
    author = "Zheng, Congmin  and
      Zhu, Jiachen  and
      Ou, Zhuoying  and
      Chen, Yuxiang  and
      Zhang, Kangning  and
      Shan, Rong  and
      Zheng, Zeyu  and
      Yang, Mengyue  and
      Lin, Jianghao  and
      Yu, Yong  and
      Zhang, Weinan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.163/",
    pages = "3591--3607",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiang-etal-2026-coderl,
    title = "{CODERL}+: Improving Code Generation via Reinforcement with Execution Semantics Alignment",
    author = "Jiang, Xue  and
      Dong, Yihong  and
      Liu, Mengyang  and
      Hongyi, Deng  and
      Wang, Tian  and
      Tao, Yongding  and
      Jin, Zhi  and
      Jiao, Wenpin  and
      Li, Ge",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.164/",
    pages = "3608--3622",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{dong-etal-2026-saber,
    title = "Saber: Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model in Code Generation",
    author = "Dong, Yihong  and
      Ma, Zhaoyu  and
      Jiang, Xue  and
      Fan, Zhiyuan  and
      Qian, Jiaru  and
      Li, Yongmin  and
      Xiao, Jianha  and
      Jin, Zhi  and
      Li, Ge",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.165/",
    pages = "3623--3642",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-debiased,
    title = "Debiased Orthogonal Boundary-Driven Efficient Noise Mitigation",
    author = "Li, Hao  and
      Gu, Jiayang  and
      Song, Jingkuan  and
      Zhang, An  and
      Gao, Lianli",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.166/",
    pages = "3643--3662",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiang-etal-2026-collaborative,
    title = "Collaborative Chain-of-Agents for Parametric-Retrieved Knowledge Synergy",
    author = "Jiang, Yi  and
      Zhao, Sendong  and
      Li, Jianbo  and
      Wang, Haochun  and
      Zhang, Lizhe  and
      Liu, Yan  and
      Qin, Bing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.167/",
    pages = "3663--3680",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhu-etal-2026-appsi,
    title = "{APPSI}-139: A Parallel Corpus of {E}nglish Application Privacy Policy Summarization and Interpretation",
    author = "Zhu, Pengyun  and
      Sun, Qiheng  and
      Wen, Long  and
      Wang, Yanbo  and
      Cao, Yang  and
      Liu, Junxu  and
      Xiong, Deyi  and
      Liu, Jinfei  and
      Wang, Zhibo  and
      Ren, Kui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.168/",
    pages = "3681--3706",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-compressing,
    title = "Compressing then Matching: An Efficient Pre-training Paradigm for Multimodal Embedding",
    author = "Li, Da  and
      Luo, Yuxiao  and
      Bi, Keping  and
      Guo, Jiafeng  and
      Yuan, Wei  and
      Yang, Biao  and
      Wang, Yan  and
      Yang, Fan  and
      Gao, Tingting  and
      Zhou, Guorui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.169/",
    pages = "3707--3718",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xuan-etal-2026-llm,
    title = "{LLM}-{XTM}: Enhancing Cross-Lingual Topic Models with Large Language Models",
    author = "Xuan, Minh Chu  and
      Nguyen, Tien-Phat  and
      Van, Linh Ngo  and
      Sang, Dinh Viet  and
      Diep, Nguyen Thi Ngoc  and
      Le, Trung",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.170/",
    pages = "3719--3737",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kim-etal-2026-open,
    title = "Open Your Model{'}s Eyes: Video and Context-Aware Multimodal Backchannel Prediction",
    author = "Kim, Min-Jae  and
      Moon, Jun-Yeong  and
      Sung, Mujeen  and
      Park, Gyeong-Moon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.171/",
    pages = "3738--3755",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{park-etal-2026-bringing,
    title = "Bringing Real-World Relations into Video Generation with Graph-Structured Knowledge",
    author = "Park, Joonhyung  and
      Song, Jaeyun  and
      Park, Sihwan  and
      Yang, Eunho",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.172/",
    pages = "3756--3771",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lee-etal-2026-fc,
    title = "{FC}-{TTS}: Style and Timbre Control in Zero-Shot Text-to-Speech with Disentangled Speech Representations",
    author = "Lee, Yoonhyung  and
      Park, Hyunsin  and
      Park, Jinhwan  and
      Lee, Jinkyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.173/",
    pages = "3772--3791",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-sage,
    title = "{SAGE}: Sparse Adaptive Guidance for Dependency-Aware Tabular Data Generation",
    author = "Yang, Shuo  and
      Zhang, Zheyu  and
      Prenkaj, Bardh  and
      Kasneci, Gjergji",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.174/",
    pages = "3792--3807",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{santra-etal-2026-mask,
    title = "Mask-to-Correct$^+$: Leveraging Retriever Diversity for Masking-guided Faithful Fact Correction",
    author = "Santra, Payel  and
      Sharma, Lavisha  and
      Ghosh, Madhusudan  and
      Basuchowdhuri, Partha",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.175/",
    pages = "3808--3825",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{du-etal-2026-native,
    title = "Native Hybrid Attention for Efficient Sequence Modeling",
    author = "Du, Jusen  and
      Hu, Jiaxi  and
      Tao, Zhang  and
      Sun, Weigao  and
      Cheng, Yu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.176/",
    pages = "3826--3842",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yeo-etal-2026-universalrag,
    title = "{U}niversal{RAG}: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities",
    author = "Yeo, Woongyeong  and
      Kim, Kangsan  and
      Jeong, Soyeong  and
      Baek, Jinheon  and
      Hwang, Sung Ju",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.177/",
    pages = "3843--3871",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{su-etal-2026-crossing,
    title = "Crossing the Reward Bridge: Expanding Reinforcement Learning with Verifiable Rewards Across Diverse Domains",
    author = "Su, Yi  and
      Yu, Dian  and
      Song, Linfeng  and
      Li, Juntao  and
      Mi, Haitao  and
      Tu, Zhaopeng  and
      Zhang, Min  and
      Yu, Dong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.178/",
    pages = "3872--3892",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-id,
    title = "From {ID} to {LLM}: Rethinking Representation Learning for Recommendation",
    author = "Wu, Song-Li  and
      Du, Zhaocheng  and
      Gan, Weinan  and
      Wang, Jingyi  and
      Wang, Xianquan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.179/",
    pages = "3893--3905",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-dmhm,
    title = "{DMHM}: Density-aware Manifold Learning and Hybrid Mahalanobis Energy for {LLM}s-generated Text Detection",
    author = "Liu, Tianle  and
      Tian, Zhiliang  and
      Huang, Zhen  and
      Liu, Tianlun  and
      Huang, Jingyuan  and
      Zhang, Zhaoning  and
      Shao, Chengcheng  and
      Li, Dongsheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.180/",
    pages = "3906--3929",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zheng-etal-2026-dynamic,
    title = "Dynamic Emotion and Personality Profiling for Multimodal Deception Detection",
    author = "Zheng, Li  and
      Luo, Yanyi  and
      Fei, Hao  and
      Ding, Yuzhe  and
      Huang, Yujie  and
      Li, Fei  and
      Teng, Chong  and
      Ji, Donghong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.181/",
    pages = "3930--3940",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zheng-etal-2026-predict,
    title = "Can We Predict Before Executing Machine Learning Agents?",
    author = "Zheng, Jingsheng  and
      Zhang, Jintian  and
      Luo, Yujie  and
      Mao, Yuren  and
      Gao, Yunjun  and
      Du, Lun  and
      Chen, Huajun  and
      Zhang, Ningyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.182/",
    pages = "3941--3974",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chowdhury-etal-2026-impact,
    title = "{IMPACT}: Importance-Aware Activation Space Reconstruction",
    author = "Chowdhury, Md Mokarram  and
      Asante, Daniel Agyei  and
      Chang, Ernie  and
      Li, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.183/",
    pages = "3975--3992",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chang-etal-2026-sos,
    title = "{SOS}-{L}o{RA}: Static Orthogonal-Subspace Low-Rank Adaptation with Fixed Multi-Scale Scaling",
    author = "Chang, Yupeng  and
      Wu, Yuan  and
      Chang, Yi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.184/",
    pages = "3993--4005",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lu-etal-2026-sdiareward,
    title = "{SD}ia{R}eward: Modeling and Benchmarking Spoken Dialogue Rewards with Modality and Colloquialness",
    author = "Lu, Jingyu  and
      Wang, Yuhan  and
      Zhuo, Fan  and
      Cheng, Xize  and
      Pan, Changhao  and
      Pu, Xueyi  and
      Chen, Yifu  and
      Wen, Chenyuhao  and
      Liang, Tianle  and
      Zhao, Zhou",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.185/",
    pages = "4006--4028",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kumar-etal-2026-looking,
    title = "Looking at Radiology Report Generation through a Causal Lens: A Survey",
    author = "Kumar, Satyam  and
      Shejole, Kaustubh Shivshankar  and
      Bhattacharyya, Pushpak",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.186/",
    pages = "4029--4057",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-ctta,
    title = "{CTTA}-{T}: Continual Test-Time Adaptation for Text Understanding via Teacher-Student with a Domain-aware and Generalized Teacher",
    author = "Liu, Tianlun  and
      Tian, Zhiliang  and
      Huang, Zhen  and
      Zhou, Xingzhi  and
      Yu, Wanlong  and
      Liu, Tianle  and
      Liu, Feng  and
      Li, Dongsheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.187/",
    pages = "4058--4078",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lu-etal-2026-adams,
    title = "{A}dam{'}s Law: Textual Frequency Law on Large Language Models",
    author = "Lu, Hongyuan  and
      Li, Zixuan  and
      Zhang, Zefan  and
      Cao, Bowen  and
      Lam, Wai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.188/",
    pages = "4079--4105",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-disco,
    title = "Disco-{RAG}: Discourse-Aware Retrieval-Augmented Generation",
    author = "Liu, Dongqi  and
      Ding, Hang  and
      Feng, Qiming  and
      Xie, Xurong  and
      Xue, Zhucun  and
      Wang, Chengjie  and
      Li, Jian  and
      Zhang, Jiangning  and
      Wang, Yabiao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.189/",
    pages = "4106--4136",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhan-etal-2026-stable,
    title = "Stable Language Guidance for Vision{--}Language{--}Action Models",
    author = "Zhan, Zhihao  and
      Chen, Yuhao  and
      Zhou, Jiaying  and
      Lyu, Qinhan  and
      Liu, Hao  and
      Wang, Keze  and
      Lin, Liang  and
      Wang, Guangrun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.190/",
    pages = "4137--4159",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-controlling,
    title = "Controlling Multimodal Conversational Agents with Coverage-Enhanced Latent Actions",
    author = "Li, Yongqi  and
      Lang, Hao  and
      Qian, Tieyun  and
      Li, Yongbin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.191/",
    pages = "4160--4180",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-guaranteeing,
    title = "Guaranteeing Knowledge Integration with Joint Decoding for Retrieval-Augmented Generation",
    author = "Zhao, Zhengyi  and
      Zhang, Shubo  and
      Wang, Zezhong  and
      Zhang, Yuxi  and
      Wang, Huimin  and
      Zhao, Yutian  and
      Zheng, Yefeng  and
      Li, Binyang  and
      Wong, Kam-Fai  and
      Wu, Xian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.192/",
    pages = "4181--4205",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zheng-etal-2026-emotion,
    title = "Are Emotion and Rhetoric Neurons in {LLM}? Neuron Recognition and Adaptive Masking for Emotion-Rhetoric Prediction Steering",
    author = "Zheng, Li  and
      Zhang, Xin  and
      He, Shuyi  and
      Li, Fei  and
      Teng, Chong  and
      Yang, Jiang-Ming  and
      Ji, Donghong  and
      Li, Zhuang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.193/",
    pages = "4206--4216",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-towards,
    title = "Towards Fine-Grained and Multi-Granular Contrastive Language-Speech Pre-training",
    author = "Yang, Yifan  and
      Han, Bing  and
      Wang, Hui  and
      Wang, Wei  and
      Ma, Ziyang  and
      Zhou, Long  and
      Jin, Zengrui  and
      Yang, Guanrou  and
      Wang, Tianrui  and
      Tan, Xu  and
      Chen, Xie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.194/",
    pages = "4217--4235",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liao-etal-2026-using,
    title = "Are We Using the Right Benchmark: An Evaluation Framework for Visual Token Compression Methods",
    author = "Liao, Chenfei  and
      Wang, Wensong  and
      Wen, Zichen  and
      Zheng, Xu  and
      Wang, Yiyu  and
      He, Haocong  and
      Lyu, Yuanhuiyi  and
      Jiang, Lutao  and
      Zou, Xin  and
      Fu, Yuqian  and
      Ren, Bin  and
      Zhang, Linfeng  and
      Hu, Xuming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.195/",
    pages = "4236--4253",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-retrieval,
    title = "Retrieval as Generation: A Unified Framework with Self-Triggered Information Planning",
    author = "Li, Bo  and
      Wang, Mingda  and
      Fang, Gexiang  and
      Zhang, Shikun  and
      Ye, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.196/",
    pages = "4254--4274",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chua-etal-2026-rock,
    title = "Between a Rock and a Hard Place: The Tension Between Ethical Reasoning and Safety Alignment in {LLM}s",
    author = "Chua, Shei Pern  and
      Thai, Zhen Leng  and
      Teh, Kai Jun  and
      Li, Xiao  and
      Ren, Qibing  and
      Hu, Xiaolin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.197/",
    pages = "4275--4310",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-eventweave,
    title = "{E}vent{W}eave: A Dynamic Framework for Capturing Core and Supporting Events in Dialogue Systems",
    author = "Zhao, Zhengyi  and
      Zhang, Shubo  and
      Du, Yiming  and
      Liang, Bin  and
      Wang, Baojun  and
      Li, Zhongyang  and
      Li, Binyang  and
      Wong, Kam-Fai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.198/",
    pages = "4311--4339",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yin-etal-2026-deliberative,
    title = "Deliberative Searcher: Improving {LLM} Reliability via Reinforcement Learning with Constraints",
    author = "Yin, Zhenyun  and
      Wang, Shujie  and
      Wang, Xuhong  and
      Ma, Xingjun  and
      Wang, Yingchun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.199/",
    pages = "4340--4354",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yu-etal-2026-thermometer,
    title = "Thermometer of Thoughts: Enhancing {LLM}{'}s Exploration via Attention Temperature Modulation",
    author = "Yu, Zhiyuan  and
      Xiao, Shijian  and
      Nguyen, Cam-Tu  and
      Yin, Zhangyue  and
      Xing, Lekai  and
      Li, Wenzhong  and
      Lu, Sanglu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.200/",
    pages = "4355--4368",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-codeflowbench,
    title = "{C}ode{F}low{B}ench: A Multi-turn, Iterative Benchmark for Complex Code Generation",
    author = "Wang, Sizhe  and
      Wang, Zhengren  and
      Ma, Dongsheng  and
      Yu, Yongan  and
      Ling, Rui  and
      li, Zhiyu  and
      Xiong, Feiyu  and
      Zhang, Wentao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.201/",
    pages = "4369--4402",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kong-etal-2026-reflex,
    title = "{REFLEX}: Self-Refining Explainable Fact-Checking via Verdict-Anchored Style Control",
    author = "Kong, Chuyi  and
      Gao, Wei  and
      Ma, Jing  and
      Lin, Hongzhan  and
      Sun, Yuxi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.202/",
    pages = "4403--4431",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-illusions,
    title = "Illusions of Confidence? Diagnosing {LLM} Truthfulness via Neighborhood Consistency",
    author = "Xu, Haoming  and
      Zhao, Ningyuan  and
      Yao, Yunzhi  and
      Xu, Weihong  and
      Wang, Hongru  and
      Deng, Xinle  and
      Deng, Shumin  and
      Pan, Jeff Z.  and
      Chen, Huajun  and
      Zhang, Ningyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.203/",
    pages = "4432--4457",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gao-etal-2026-scaling,
    title = "Scaling Beyond Context: A Survey of Multimodal Retrieval-Augmented Generation for Document Understanding",
    author = "Gao, Sensen  and
      Zhao, Shanshan  and
      Jiang, Xu  and
      Duan, Lunhao  and
      Chng, Yong Xien  and
      Chen, Qing-Guo  and
      Luo, Weihua  and
      Zhang, Kaifu  and
      Bian, Jia-Wang  and
      Gong, Mingming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.204/",
    pages = "4458--4489",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tian-etal-2026-beyond,
    title = "Beyond Literal Mapping: Benchmarking and Improving Non-Literal Translation Evaluation",
    author = "Tian, Yanzhi  and
      Wang, Cunxiang  and
      Liu, Zeming  and
      Huang, Heyan  and
      Yu, Wenbo  and
      Song, Dawei  and
      Tang, Jie  and
      Guo, Yuhang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.205/",
    pages = "4490--4524",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{guo-etal-2026-g2rpo,
    title = "{G}$^2${RPO}-A: Guided Group Relative Policy Optimization with Adaptive Guidance",
    author = "Guo, Yongxin  and
      Deng, Wenbo  and
      Cheng, Zhenglin  and
      Tang, Xiaoying",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.206/",
    pages = "4525--4539",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-efficient,
    title = "Efficient Low-Resource Language Adaptation via Multi-Source Dynamic Logit Fusion",
    author = "Zhang, Chen  and
      Lin, Jiuheng  and
      Liao, Zhiyuan  and
      Feng, Yansong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.207/",
    pages = "4540--4557",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiang-etal-2026-open,
    title = {Open Schr{\"o}dinger{'}s Closed Box: Identifying Retrieval Augmented Generation in {API}-Accessible Large Language Model Services},
    author = "Jiang, Yukun  and
      Shen, Xinyue  and
      Backes, Michael  and
      Li, Zheng  and
      Zhang, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.208/",
    pages = "4558--4580",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-aft,
    title = "{AFT}-Tab: Adversarial Fine-Tuning for Tabular Data Synthesis with Long Text Columns",
    author = "Zhang, Yuhao  and
      Yan, Liang  and
      Duan, Shaoming  and
      Zha, Xinyu  and
      Su, Jinhang  and
      Han, Peiyi  and
      Liu, Chuanyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.209/",
    pages = "4581--4594",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-revisiting,
    title = "Revisiting a Pain in the Neck: A Semantic Reasoning Benchmark for Language Models",
    author = "Liu, Yang  and
      Li, Hongming  and
      Qin, Melissa Xiaohui  and
      Huang, Chao  and
      Liu, Qiankun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.210/",
    pages = "4595--4618",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ma-etal-2026-timely,
    title = "Timely Machine: Awareness of Time Makes Test-Time Scaling Agentic",
    author = "Ma, Yichuan  and
      Li, Linyang  and
      Chen, Yongkang  and
      Li, Peiji  and
      Li, Xiaozhe  and
      Guo, Qipeng  and
      Lin, Dahua  and
      Chen, Kai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.211/",
    pages = "4619--4636",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-multi,
    title = "Multi-Granularity Semantic Revision for Large Language Model Distillation",
    author = "Liu, Xiaoyu  and
      Zhang, Yun  and
      Li, Wei  and
      Li, Simiao  and
      Huang, Xudong  and
      Chen, Hanting  and
      Tang, Yehui  and
      Hu, Jie  and
      Xiong, Zhiwei  and
      Wang, Yunhe",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.212/",
    pages = "4637--4658",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tan-etal-2026-rado,
    title = "{RADO}: Reasoning Audit-Driven Optimization for Rigorous Reasoning in High-Stakes Domains",
    author = "Tan, Zhijie  and
      Chu, Xu  and
      Wang, Guanyu  and
      Li, Ziyu  and
      Li, Weiping  and
      Mo, Tong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.213/",
    pages = "4659--4683",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-instruction,
    title = "Instruction Data Selection via Answer Divergence",
    author = "Li, Bo  and
      Wang, Mingda  and
      Zhang, Shikun  and
      Ye, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.214/",
    pages = "4684--4702",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-interpretable,
    title = "Interpretable Safety Alignment via {SAE}-Constructed Low-Rank Subspace Adaptation",
    author = "Wang, Dianyun  and
      Ma, Qingsen  and
      Shang, Yuhu  and
      Lu, Zhifeng  and
      Xu, Zhenbo  and
      Ning, Lechen  and
      Wu, Huijia  and
      He, Zhaofeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.215/",
    pages = "4703--4721",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{luo-etal-2026-d2plan,
    title = "{D}$^2${P}lan: Dual-Agent Dynamic Global Planning for Complex Retrieval-Augmented Reasoning",
    author = "Luo, Kangcheng  and
      Wu, Tinglang  and
      Feng, Yansong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.216/",
    pages = "4722--4754",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ren-etal-2026-instructions,
    title = "Instructions are all you need: Self-supervised Reinforcement Learning for Instruction Following",
    author = "Ren, Qingyu  and
      He, Qianyu  and
      Chang, Powei  and
      Zeng, Jie  and
      Sun, Zeye  and
      Yu, Fei  and
      Liang, Jiaqing  and
      Xiao, Yanghua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.217/",
    pages = "4755--4776",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{pei-etal-2026-analytical,
    title = "Analytical {FFN}-to-{M}o{E} Restructuring via Activation Pattern Analysis",
    author = "Pei, Zehua  and
      Zhen, Hui-Ling  and
      Zou, Lancheng  and
      Yu, Xianzhi  and
      Liu, Wulong  and
      Pan, Sinno Jialin  and
      Yuan, Mingxuan  and
      Yu, Bei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.218/",
    pages = "4777--4789",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chu-etal-2026-towards,
    title = "Towards Order Fairness: Mitigating {LLM}s Order Sensitivity through Dual Group Advantage Optimization",
    author = "Chu, Xu  and
      Wang, Guanyu  and
      Tan, Zhijie  and
      Chen, Xinrong  and
      Li, Ziyu  and
      Mo, Tong  and
      Li, Weiping",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.219/",
    pages = "4790--4805",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-revitalizing,
    title = "Revitalizing Black-Box Interpretability: Actionable Interpretability for {LLM}s via Proxy Models",
    author = "Liu, Junhao  and
      Yu, Haonan  and
      Yan, Zhenyu  and
      Zhang, Xin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.220/",
    pages = "4806--4844",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhu-etal-2026-medmcp,
    title = "{M}ed{MCP}-Calc: Benchmarking {LLM}s for Realistic Medical Calculator Scenarios via {MCP} Integration",
    author = "Zhu, Yakun  and
      Huang, Yutong  and
      Qin, Shengqian  and
      Huang, Zhongzhen  and
      Zhang, Shaoting  and
      Zhang, Xiaofan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.221/",
    pages = "4845--4873",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mahmoud-etal-2026-uncovering,
    title = "Uncovering Temporal Framing in the News",
    author = "Mahmoud, Tarek  and
      Solopova, Veronika  and
      Sahitaj, Premtim  and
      Sahitaj, Ariana  and
      Upravitelev, Max  and
      Abassy, Mervat  and
      Shaikh, Hana Fatima  and
      Foroutan, Neda  and
      Schmitt, Vera  and
      Nakov, Preslav",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.222/",
    pages = "4874--4902",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-simple,
    title = "Simple-{VGC}: Enhancing Visual Grounding in Multimodal Reasoning via Adaptive Tool Composition",
    author = "Wang, Ye  and
      Chen, Qianglong  and
      Wang, Siyuan  and
      Li, Zejun  and
      Guo, Shijie  and
      Zhang, Zhirui  and
      Wei, Zhongyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.223/",
    pages = "4903--4929",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-enhancing,
    title = "Enhancing Lexical Relation Mining with Structured Sememe Knowledge",
    author = "Wang, Hansi  and
      Liang, Qiliang  and
      Wang, Yue  and
      Liu, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.224/",
    pages = "4930--4947",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-look,
    title = "Look Less, Reason More: Rollout-Guided Adaptive Pixel-Space Reasoning",
    author = "Li, Xuchen  and
      Li, Xuzhao  and
      Gao, Jiahui  and
      Pi, Renjie  and
      Hu, Shiyu  and
      Zhang, Wentao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.225/",
    pages = "4948--4967",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cheng-etal-2026-conditional,
    title = "Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models",
    author = "Cheng, Xin  and
      Zeng, Wangding  and
      Dai, Damai  and
      Chen, Qinyu  and
      Wang, Bingxuan  and
      Xie, Zhenda  and
      Huang, Kezhao  and
      Yu, Xingkai  and
      Hao, Zhewen  and
      Zhang, Han  and
      Li, Yu-Kun  and
      Zhang, Huishuai  and
      Zhao, Dongyan  and
      Liang, Wenfeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.226/",
    pages = "4968--4990",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shen-etal-2026-pii,
    title = "{PII}-Bench: Evaluating Query-Aware Privacy Protection Systems",
    author = "Shen, Hao  and
      Gu, Zhouhong  and
      Hong, Haokai  and
      Han, Weili  and
      Chai, Hongfeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.227/",
    pages = "4991--5026",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wei-etal-2026-genprove,
    title = "{G}en{P}rove: Learning to Generate Text with Fine-Grained Provenance",
    author = "Wei, Jingxuan  and
      Wang, Xingyue  and
      Liao, Yanghaoyu  and
      Dong, Jie  and
      Liu, Yuchen  and
      Jia, Caijun  and
      Yu, Bihui  and
      Zhu, Junnan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.228/",
    pages = "5027--5048",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-chu-2026-rethinking,
    title = "Rethinking Meeting Effectiveness: A Benchmark and Framework for Temporal Fine-grained Automatic Meeting Effectiveness Evaluation",
    author = "Li, Yihang  and
      Chu, Chenhui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.229/",
    pages = "5049--5066",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{feng-etal-2026-agentocr,
    title = "{A}gent{OCR}: Reimagining Agent History via Optical Self-Compression",
    author = "Feng, Lang  and
      Yang, Fuchao  and
      Chen, Feng  and
      Cheng, Xin  and
      Xu, Haiyang  and
      Wan, Zhenglin  and
      Yan, Ming  and
      An, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.230/",
    pages = "5067--5086",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-mcp,
    title = "{MCP}-Flow: Facilitating {LLM} Agents to Master Real-World, Diverse and Scaling {MCP} Tools",
    author = "Wang, WenHao  and
      Niu, Peizhi  and
      Xu, Zhao  and
      Chen, Zhaoyu  and
      Du, Jian  and
      Du, Yaxin  and
      Pang, Xianghe  and
      Huang, Keduan  and
      Wang, Yanfeng  and
      Yan, Qiang  and
      Chen, Siheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.231/",
    pages = "5087--5116",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-everyone,
    title = "Everyone is unique: Towards Behaviorally Heterogeneous Negotiation Dialogue Systems for Debt Collection",
    author = "Yang, Yuhang  and
      Tang, Kai  and
      Ye, Chao  and
      Wang, Haobo  and
      Luo, Qiqi  and
      Zheng, Jin Guang  and
      Zhang, Zhixin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.232/",
    pages = "5117--5151",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-beyond-crowd,
    title = "Beyond the Crowd: {LLM}-Augmented Community Notes for Governing Health Misinformation",
    author = "Wu, Jiaying  and
      Fu, Zihang  and
      Wang, Haonan  and
      Li, Fanxiao  and
      Guo, Jiafeng  and
      Nakov, Preslav  and
      Kan, Min-Yen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.233/",
    pages = "5152--5171",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tan-etal-2026-basecal,
    title = "{B}ase{C}al: Unsupervised Confidence Calibration via Base Model Signals",
    author = "Tan, Hexiang  and
      Yang, Wanli  and
      Zhang, Junwei  and
      Chen, Xin  and
      Tang, Rui  and
      Su, Du  and
      Wang, Jingang  and
      Wang, Yuanzhuo  and
      Sun, Fei  and
      Cheng, Xueqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.234/",
    pages = "5172--5187",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-beyond-final,
    title = "Beyond the Final Actor: Modeling the Dual Roles of Creator and Editor for Fine-Grained {LLM}-Generated Text Detection",
    author = "Li, Yang  and
      Sheng, Qiang  and
      Wang, Zhengjia  and
      Yang, Yehan  and
      Wang, Danding  and
      Cao, Juan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.235/",
    pages = "5188--5203",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zheng-etal-2026-pilot,
    title = "{PILOT}: Planning via Internalized Latent Optimization Trajectories for Large Language Models",
    author = "Zheng, Haoyu  and
      Zhu, Yun  and
      Yuan, Yuqian  and
      Yuan, Bo  and
      Zhang, Wenqiao  and
      Tang, Siliang  and
      Xiao, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.236/",
    pages = "5204--5222",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiang-etal-2026-miner,
    title = "Miner: Mining Intrinsic Mastery for Data-Efficient {RL} in Large Reasoning Models",
    author = "Jiang, Shuyang  and
      Wang, Yuhao  and
      Zhang, Ya  and
      Wang, Yanfeng  and
      Wang, Yu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.237/",
    pages = "5223--5246",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lan-etal-2026-cedar,
    title = "{CEDAR}: A {C}hinese Evaluation Dataset for Computational Argumentation",
    author = "Lan, Tian  and
      Li, Jiang  and
      Yan, Rong  and
      Bao, Feilong  and
      Wang, Weihua  and
      Gao, Guanglai  and
      Su, Xiangdong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.238/",
    pages = "5247--5269",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-msearth,
    title = "{MSE}arth: A Multimodal Benchmark for Earth Science Phenomenon Discovery with {MLLM}s",
    author = "Zhao, Xiangyu  and
      Xu, Wanghan  and
      Liu, Bo  and
      Zhou, Yuhao  and
      Ling, Fenghua  and
      Fei, Ben  and
      Yue, Xiaoyu  and
      Bai, Lei  and
      Zhang, Wenlong  and
      Wu, Xiao-Ming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.239/",
    pages = "5270--5301",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{in-etal-2026-reasoning,
    title = "Reasoning Structure Matters for Safety Alignment of Reasoning Models",
    author = "In, Yeonjun  and
      Kim, Wonjoong  and
      Park, Sangwu  and
      Park, Chanyoung",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.240/",
    pages = "5302--5318",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-investigating,
    title = "Investigating the Representation of Backchannels and Fillers in Fine-tuned Language Models",
    author = "Wang, Yu  and
      Lao, Leyi  and
      Huang, Langchu  and
      Skantze, Gabriel  and
      Xu, Yang  and
      Buschmeier, Hendrik",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.241/",
    pages = "5319--5348",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fang-etal-2026-retrievals,
    title = "Retrievals Can Be Detrimental: Unveiling the Backdoor Vulnerability of Retrieval-Augmented Diffusion Models",
    author = "Fang, Hao  and
      Sui, Xiaohang  and
      Yu, Hongyao  and
      Gao, Kuofeng  and
      Kong, Jiawei  and
      Yu, Sijin  and
      Chen, Bin  and
      Xia, Shu-Tao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.242/",
    pages = "5349--5367",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fu-ollagnier-2026-theoretically,
    title = "A Theoretically Grounded Approach to Summarizing Conversation Dynamics for Forecasting the Derailment of Online Conversations",
    author = "Fu, Yingxue  and
      Ollagnier, Ana{\{}{\textbackslash}{''}{\textbackslash}i{\}}s",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.243/",
    pages = "5368--5384",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xie-etal-2026-dpdv,
    title = "{DPDV}: Dual-Pathway and Dual-View Representation Learning for Bridging Information Asymmetry in Text-Video Retrieval",
    author = "Xie, Zequn  and
      Liu, Xin  and
      Feng, Fangming  and
      Zhang, Boyun  and
      Jin, Tao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.244/",
    pages = "5385--5394",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-wrote,
    title = "Who Wrote This Line? Evaluating the Detection of {LLM}-Generated Classical {C}hinese Poetry",
    author = "Li, Jiang  and
      Lan, Tian  and
      Wang, Shanshan  and
      Zdongxing  and
      Lin, Dianqing  and
      Gao, Guanglai  and
      Wong, Derek F.  and
      Su, Xiangdong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.245/",
    pages = "5395--5413",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-representation,
    title = "Representation Interventions Enable Lifelong Knowledge Memory Control in {LLM}s",
    author = "Liu, Xuyuan  and
      Chen, Shengyu  and
      Dong, Xinshuai  and
      Liu, Yanchi  and
      Zhao, Xujiang  and
      Wang, Haoyu  and
      Yan, Yujun  and
      Chen, Haifeng  and
      Chen, Zhengzhang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.246/",
    pages = "5414--5436",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-slora,
    title = "{SL}o{RA}: Balancing Plasticity and Forgetting in Large Language Models for Continual Learning",
    author = "Yang, Lina  and
      Liao, Yusheng  and
      Wang, Yanfeng  and
      Wang, Yu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.247/",
    pages = "5437--5454",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-g,
    title = "{G}-Cap: A Game Character Caption Generator",
    author = "Yang, Yang  and
      Hu, Feng  and
      Zhang, Haiming  and
      Cheng, XU  and
      Zheng, Gui  and
      Yao, Liang  and
      Ren, Wenqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.248/",
    pages = "5455--5473",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{madhusudan-etal-2026-common,
    title = "Common to Whom? Regional Cultural Commonsense and {LLM} Bias in {I}ndia",
    author = "Madhusudan, Sangmitra  and
      More, Trush Shashank  and
      Buongiorno, Steph  and
      Dividino, Renata  and
      Kabbara, Jad  and
      Emami, Ali",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.249/",
    pages = "5474--5519",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zheng-etal-2026-stackelberg,
    title = "The Stackelberg Speaker: Optimizing Persuasive Communication in Social Deduction Games",
    author = "Zheng, Zhang  and
      Ye, Deheng  and
      Zhao, Peilin  and
      Wang, Hao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.250/",
    pages = "5520--5544",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kim-etal-2026-guidedog,
    title = "{G}uide{D}og: A Real-World Egocentric Multimodal Dataset for Blind and Low-Vision Accessibility-Aware Guidance",
    author = "Kim, Junhyeok  and
      Park, Jaewoo  and
      Park, Junhee  and
      Lee, Sangeyl  and
      Chung, Jiwan  and
      Kim, Jisung  and
      Joung, Ji Hoon  and
      Yu, Youngjae",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.251/",
    pages = "5545--5574",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xiao-etal-2026-logicpoison,
    title = "{L}ogic{P}oison: Logical Attacks on Graph Retrieval-Augmented Generation",
    author = "Xiao, Yilin  and
      Chen, Jin  and
      Zhang, Qinggang  and
      Zhang, Yujing  and
      Zhou, Chuang  and
      Yang, Longhao  and
      Ren, Lingfei  and
      Yang, Xin  and
      Huang, Xiao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.252/",
    pages = "5575--5591",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{maggini-etal-2026-par,
    title = "Par-{ITA}: Benchmarking {S}eq2{S}eq and {LLM}s on a Human-Supervised Parallel Corpus for {I}talian Hyperpartisan Neutralization",
    author = "Maggini, Michele Joshua  and
      Fomsgaard, S{\{}{\textbackslash}o{\}}ren  and
      Maestroni, Michele  and
      Dias, Ga{\textbackslash}{''}el  and
      Gamallo, Pablo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.253/",
    pages = "5592--5615",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-incentivizing,
    title = "Incentivizing Parametric Knowledge via Reinforcement Learning with Verifiable Rewards for Cross-Cultural Entity Translation",
    author = "Zhou, Jiang  and
      Zhao, Xiaohu  and
      Wu, Xinwei  and
      Dong, Tianyu  and
      Wang, Hao  and
      Liu, Yangyang  and
      Liu, Heng  and
      Xu, Linlong  and
      Wang, Longyue  and
      Luo, Weihua  and
      Xiong, Deyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.254/",
    pages = "5616--5638",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lei-etal-2026-writing,
    title = "Writing-{RL}: Advancing Long-form Writing via Adaptive Curriculum Reinforcement Learning",
    author = "Lei, Xuanyu  and
      Li, Chenliang  and
      Wu, Yuning  and
      Liu, Kaiming  and
      Shen, Weizhou  and
      Li, Peng  and
      Yan, Ming  and
      Huang, Fei  and
      Zhang, Ya-Qin  and
      Liu, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.255/",
    pages = "5639--5661",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jia-etal-2026-spec,
    title = "Spec-o3: A Tool-Augmented Vision-Language Agent for Rare Celestial Object Candidate Vetting via Automated Spectral Inspection",
    author = "Jia, Minghui  and
      Zhang, Qichao  and
      Luo, Ali  and
      Li, Linjing  and
      Ye, Shuo  and
      Lu, Hailing  and
      Hou, Wen  and
      Zhao, Dongbin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.256/",
    pages = "5662--5681",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{pei-etal-2026-rose,
    title = "{ROSE}: An Intent-Centered Evaluation Metric for {NL}2{SQL}",
    author = "Pei, Wenqi  and
      Hou, Shizheng  and
      Li, Boyan  and
      Han, Chen  and
      Shi, Zhichao  and
      Luo, Yuyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.257/",
    pages = "5682--5709",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-compete,
    title = "Compete to Complete: Co-opetition Adversarial Learning for Retrieval-Augmented Generation",
    author = "Liu, Xin  and
      Liu, Yu-An  and
      Zhang, Ruqing  and
      Fan, Yixing  and
      Su, Lixin  and
      Guo, Jiafeng  and
      Cheng, Xueqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.258/",
    pages = "5710--5725",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-demystifying,
    title = "Demystifying Uncertainty in {LLM}s: Active Calibration between Concepts and Human Evaluations",
    author = "Li, Pengqi  and
      Ding, Lizhong  and
      Zhou, Zhehao  and
      Zhang, Chunhui  and
      Fu, Jiarun  and
      Li, Hao  and
      Yuan, Ye  and
      Wang, Guoren",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.259/",
    pages = "5726--5759",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-llm,
    title = "{LLM}-{VA}: Resolving the Jailbreak-Overrefusal Trade-off via Vector Alignment",
    author = "Zhang, Haonan  and
      Wang, Dongxia  and
      Liu, Yi  and
      Chen, Kexin  and
      Wang, Wenhai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.260/",
    pages = "5760--5776",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-tikmix,
    title = "{T}i{KM}i{X}: Efficient Semi-Dynamic Data Mixture via Data Influence for {LLM} Pre-training",
    author = "Wang, Yifan  and
      Binbinliu  and
      Liu, Fengze  and
      Guo, Yuanfan  and
      Deng, Jiyao  and
      Wu, Xuecheng  and
      Zhou, Weidong  and
      Zhou, Xiaohuan  and
      Wang, Taifeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.261/",
    pages = "5777--5793",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cho-kim-2026-revisit,
    title = "Revisit What You See: Revealing Visual Semantics in Vision Tokens to Guide {LVLM} Decoding",
    author = "Cho, Beomsik  and
      Kim, Jaehyung",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.262/",
    pages = "5794--5824",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ding-etal-2026-flexguard,
    title = "{F}lex{G}uard: Continuous Risk Scoring for Strictness-Adaptive {LLM} Content Moderation",
    author = "Ding, Zhihao  and
      Li, Jinming  and
      Lu, Ze  and
      Shi, Jieming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.263/",
    pages = "5825--5851",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-modeling,
    title = "Modeling Human-Like Cognition for Stance Detection: Integrating Intuitive Judgment and Analytical Reasoning",
    author = "Zhang, Zhaodan  and
      Zhang, Jin  and
      Guo, Jiafeng  and
      Cheng, Xueqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.264/",
    pages = "5852--5867",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jin-etal-2026-finsight,
    title = "{F}in{S}ight: Towards Real-World Financial Deep Research",
    author = "Jin, Jiajie  and
      Zhang, Yuyao  and
      Xu, Yimeng  and
      Qian, Hongjin  and
      Zhu, Yutao  and
      Dou, Zhicheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.265/",
    pages = "5868--5894",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-dual,
    title = "Dual-Cluster Memory Agent: Resolving Multi-Paradigm Ambiguity in Optimization Problem Solving",
    author = "Zhang, Xinyu  and
      Wan, Yuchen  and
      Zhang, Boxuan  and
      Yang, Zesheng  and
      Zhang, Lingling  and
      Wei, Bifan  and
      Liu, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.266/",
    pages = "5895--5908",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yu-etal-2026-afriquellm,
    title = "{A}frique{LLM}: How Data Mixing and Model Architecture Impact Continued Pre-training for {A}frican Languages",
    author = "Yu, Hao  and
      Xu, Tianyi  and
      Hedderich, Michael A.  and
      Hamidouche, Wassim  and
      Zamir, Syed Waqas  and
      Adelani, David Ifeoluwa",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.267/",
    pages = "5909--5928",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tan-etal-2026-llm,
    title = "What Does {LLM} Refinement Actually Improve? A Systematic Study on Document-Level Literary Translation",
    author = "Tan, Shaomu  and
      Zhu, Dawei  and
      Tran, Ke  and
      Denkowski, Michael  and
      Trenous, Sony  and
      Ribeiro, Leonardo F. R.  and
      Byrne, Bill  and
      Hieber, Felix",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.268/",
    pages = "5929--5957",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ding-etal-2026-octobench,
    title = "{O}cto{B}ench: Benchmarking Scaffold-Aware Instruction Following in Repository-Grounded Agentic Coding",
    author = "Ding, Deming  and
      Liu, Shichun  and
      Yang, Enhui  and
      Lin, Jiahang  and
      Chen, Ziying  and
      Dou, Shihan  and
      Guo, Honglin  and
      Cheng, Weiyu  and
      Zhao, Pengyu  and
      Xiao, Chengjun  and
      Zeng, Qunhong  and
      Zhang, Qi  and
      Huang, Xuanjing  and
      Xu, Qidi  and
      Gui, Tao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.269/",
    pages = "5958--5978",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hu-etal-2026-lying,
    title = "Lying with Truths: Open-Channel Multi-Agent Collusion for Belief Manipulation via Generative Montage",
    author = "Hu, Jinwei  and
      Huang, Xinmiao  and
      Sun, Youcheng  and
      Dong, Yi  and
      Huang, Xiaowei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.270/",
    pages = "5979--5996",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lu-etal-2026-exceeds,
    title = "{EXCEEDS}: Extracting Complex Events via Nugget-based Grid Modeling in Scientific Domain",
    author = "Lu, Yi-Fan  and
      Mao, Xian-Ling  and
      Wang, Bo  and
      Liu, Xiao  and
      Huang, Heyan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.271/",
    pages = "5997--6022",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-heterogeneous,
    title = "Heterogeneous Adaptive Policy Optimization: Tailoring Optimization to Every Token{'}s Nature",
    author = "Liu, Zheng  and
      Liu, Mengjie  and
      Wen, Siwei  and
      Cai, Mengzhang  and
      Cui, Bin  and
      He, Conghui  and
      Zhang, Wentao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.272/",
    pages = "6023--6045",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wei-etal-2026-mirroring,
    title = "Mirroring Users: Towards Building Preference-aligned User Simulator with User Feedback in Recommendation",
    author = "Wei, Tianjun  and
      Guo, Huizhong  and
      Du, Yingpeng  and
      Sun, Zhu  and
      Chen, Huang  and
      Wang, Dongxia  and
      Zhang, Jie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.273/",
    pages = "6046--6071",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-editing,
    title = "Editing the Moving World: Model Editing for Video {LLM}s",
    author = "Zhang, Qian  and
      Li, Xinye  and
      Wu, Xiaokai  and
      Xu, Junhao  and
      Qin, Zhanyue  and
      Liu, Qingbin  and
      Cai, Junxian  and
      Chen, Xi  and
      Zhang, Bolin  and
      Tu, Zhiying  and
      Chu, Dianhui  and
      Yu, Xiaoyan  and
      Sui, Dianbo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.274/",
    pages = "6072--6091",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{niu-etal-2026-bridging,
    title = "Bridging the Sensory Gap: Visual Injection for Taxonomy Completion",
    author = "Niu, Yuhang  and
      Xu, Hongyuan  and
      Liu, Ciyi  and
      Wei, Bofan  and
      Ye, Jiaqi  and
      Wen, Yanlong  and
      Yuan, Xiaojie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.275/",
    pages = "6092--6107",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ji-sun-2026-ocp,
    title = "{OCP}: Outlier-Centric Probing for Dynamic Structured Pruning of {LLM}s",
    author = "Ji, Yang  and
      Sun, Ying",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.276/",
    pages = "6108--6124",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lu-etal-2026-structured,
    title = "Structured Episodic Event Memory",
    author = "Lu, Zhengxuan  and
      Li, Dongfang  and
      Shi, Yukun  and
      Wang, Beilun  and
      Wang, Longyue  and
      Hu, Baotian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.277/",
    pages = "6125--6141",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kong-etal-2026-mobileworld,
    title = "{M}obile{W}orld: Benchmarking Autonomous Mobile Agents in Agent-User Interactive and {MCP}-Augmented Environments",
    author = "Kong, Quyu  and
      Zhang, Xu  and
      Yang, Zhenyu  and
      Gao, Nolan  and
      Liu, Chen  and
      Tong, Panrong  and
      Cai, Chenglin  and
      Zhou, Hanzhang  and
      Zhang, Jianan  and
      Chen, Liangyu  and
      Liu, Zhidan  and
      Hoi, Steven  and
      Wang, Yue",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.278/",
    pages = "6142--6167",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xie-etal-2026-measuring,
    title = "Measuring Human Contribution in {AI}-Assisted Content Generation",
    author = "Xie, Yueqi  and
      Qi, Tao  and
      Yi, Jingwei  and
      Yang, Xiyuan  and
      Whalen, Ryan  and
      Huang, Junming  and
      Ding, Qian  and
      Xie, Yu  and
      Xie, Xing  and
      Wu, Fangzhao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.279/",
    pages = "6168--6190",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lyu-etal-2026-autotaskeval,
    title = "{A}uto{T}ask{E}val: Towards Domain-Specific and Fine-Grained Evaluation for {LLM}s",
    author = "Lyu, Qingqing  and
      Wu, Linjuan  and
      Shen, Yongliang  and
      Liu, Hengwei  and
      Li, Hao  and
      Jiang, Shengpei  and
      Zhang, Yin  and
      Lu, Weiming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.280/",
    pages = "6191--6223",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yao-etal-2026-ace,
    title = "{ACE}-Router: Generalizing History-Aware Routing from {MCP} Tools to the Agent Web",
    author = "Yao, Zhiyuan  and
      Xu, Zishan  and
      Guo, Yifu  and
      Han, Zhiguang  and
      Yang, Cheng  and
      Zhang, Shuo  and
      Zhang, Weinan  and
      Zeng, Xingshan  and
      Liu, Weiwen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.281/",
    pages = "6224--6240",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{choi-etal-2026-citeguard,
    title = "{C}ite{G}uard: Faithful Citation Attribution for {LLM}s via Retrieval-Augmented Validation",
    author = "Choi, Yee Man  and
      Guo, Xuehang  and
      Fung, Yi R.  and
      Wang, Qingyun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.282/",
    pages = "6241--6257",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shi-etal-2026-insight,
    title = "From Insight to Action: A Novel Framework for Interpretability-Guided Data Selection in Large Language Models",
    author = "Shi, Ling  and
      Wu, Xinwei  and
      Zhao, Xiaohu  and
      Wang, Hao  and
      Liu, Heng  and
      Liu, Yangyang  and
      Xu, Linlong  and
      Wang, Longyue  and
      Xiong, Deyi  and
      Luo, Weihua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.283/",
    pages = "6258--6272",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lee-etal-2026-unlocking,
    title = "Unlocking the Potential of Diffusion Language Models through Template Infilling",
    author = "Lee, Junhoo  and
      Kim, Seungyeon  and
      Kwak, Nojun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.284/",
    pages = "6273--6287",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{do-etal-2026-unispec,
    title = "{U}ni{S}pec: Training-Free Speculative Decoding for Robust {LLM} Acceleration Across Languages and Hardware",
    author = "Do, Truong Dinh  and
      Le, Nguyen-Khang  and
      Nguyen, Le-Minh",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.285/",
    pages = "6288--6310",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mi-etal-2026-logical,
    title = "Logical Consistency as a Bridge: Improving {LLM} Hallucination Detection via Label Constraint Modeling between Responses and Self-Judgments",
    author = "Mi, Hao  and
      Sheng, Qiang  and
      Wang, Shaofei  and
      Hu, Beizhe  and
      Sun, Yifan  and
      Wang, Zhengjia  and
      Zeng, Hengqi  and
      Li, Yang  and
      Wang, Danding  and
      Cao, Juan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.286/",
    pages = "6311--6330",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ji-etal-2026-unikie,
    title = "{UNIKIE}-{BENCH}: Benchmarking Large Multimodal Models for Key Information Extraction in Visual Documents",
    author = "Ji, Yifan  and
      Xu, Zhipeng  and
      Liu, Zhenghao  and
      Chen, Zulong  and
      Zhang, Qian  and
      Yang, Zhibo  and
      Lin, Junyang  and
      Gu, Yu  and
      Yu, Ge  and
      Sun, Maosong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.287/",
    pages = "6331--6352",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhu-etal-2026-fs,
    title = "{FS}-Researcher: Test-Time Scaling for Long-Horizon Research Tasks with File-System-Based Agents",
    author = "Zhu, Chiwei  and
      Xu, Benfeng  and
      Du, Mingxuan  and
      Wang, Shaohan  and
      Wang, Xiaorui  and
      Mao, Zhendong  and
      Zhang, Yongdong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.288/",
    pages = "6353--6373",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ayesh-etal-2026-annotating,
    title = "Annotating Dimensions of Social Perception in Text: A Sentence-Level Dataset of Warmth and Competence",
    author = "Ayesh, Mutaz  and
      Mohammad, Saif M.  and
      Ousidhoum, Nedjma",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.289/",
    pages = "6374--6412",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jia-etal-2026-scout,
    title = "{SCOUT}: Selective Coupling via Optimal Unbalanced Transport for Interpretable Text Classification",
    author = "Jia, Junhao  and
      Zheng, Hanwen  and
      Wu, Yueyi  and
      Chen, Huangwei  and
      Wang, Haishuai  and
      Bu, Jiajun  and
      Wu, Lei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.290/",
    pages = "6413--6431",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lin-etal-2026-llms,
    title = "{LLM}s Enable Bag-of-Texts Representations for Short-Text Clustering",
    author = "Lin, I-Fan  and
      Hasibi, Faegheh  and
      Verberne, Suzan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.291/",
    pages = "6432--6447",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-triex,
    title = "{T}ri{E}x: A Game-based Tri-View Framework for Explaining Internal Reasoning in Multi-Agent {LLM}s",
    author = "Wang, Ziyi  and
      Zhang, Chen  and
      Peng, Wenjun  and
      Wu, Qi  and
      Wang, Xinyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.292/",
    pages = "6448--6479",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-whats,
    title = "What{'}s Left Unsaid? Detecting and Correcting Misleading Omissions in Multimodal News Previews",
    author = "Li, Fanxiao  and
      Wu, Jiaying  and
      Fu, Tingchao  and
      Li, Dayang  and
      Wan, Herun  and
      Zhou, Wei  and
      Kan, Min-Yen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.293/",
    pages = "6480--6502",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-contextlens,
    title = "{C}ontext{L}ens: Modeling Imperfect Privacy and Safety Context for Legal Compliance",
    author = "Li, Haoran  and
      Chen, Yulin  and
      Jing, Huihao  and
      Hu, Wenbin  and
      Li, Tsz Ho  and
      Lou, Chanhou  and
      Tsang, Hong Ting  and
      Han, Sirui  and
      Song, Yangqiu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.294/",
    pages = "6503--6518",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zheng-etal-2026-stealthgraph,
    title = "{S}tealth{G}raph: Exposing Domain-Specific Risks in {LLM}s through Knowledge-Graph-Guided Harmful Prompt Generation",
    author = "Zheng, Huawei  and
      Jiang, Xinqi  and
      Yang, Sen  and
      Ji, Shouling  and
      Wu, Yingcai  and
      Deng, Dazhen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.295/",
    pages = "6519--6539",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shi-etal-2026-efficient,
    title = "Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search",
    author = "Shi, Wentao  and
      Yu, Zichun  and
      Feng, Fuli  and
      He, Xiangnan  and
      Xiong, Chenyan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.296/",
    pages = "6540--6558",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-integrating,
    title = "Integrating Data Validation with Large Language Models for Regulation-Guided Tabular Anomaly Detection",
    author = "Huang, Haoliang  and
      Cai, Zihuang  and
      Tang, Zhuo  and
      Liu, Yifan  and
      Tian, Chen  and
      Li, Kenli  and
      Chen, Changjian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.297/",
    pages = "6559--6581",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhong-etal-2026-efficient,
    title = "Efficient Self-Evaluation for Diffusion Language Models via Sequence Regeneration",
    author = "Zhong, Linhao  and
      Wu, Linyu  and
      Wang, Wen  and
      Xi, Yuling  and
      Jing, Chenchen  and
      Zhang, Jiaheng  and
      Chen, Hao  and
      Shen, Chunhua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.298/",
    pages = "6582--6602",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiang-etal-2026-derea,
    title = "{D}e{R}e{A}: Improving Idiom Translation with Detect-Retrieve-Arbitrate Reasoning",
    author = "Jiang, Rongqing  and
      Liu, Xuebo  and
      Liu, Shengxin  and
      Wang, Yutong  and
      Zhang, Min  and
      Tao, Shimin  and
      Wei, Daimeng  and
      Zhang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.299/",
    pages = "6603--6621",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{alon-etal-2026-faithful,
    title = "Faithful Serum: Mitigating the Faithfulness Gap in Textual Explanations of {LLM} Decisions via Attribution Guidance",
    author = "Alon, Bar  and
      Zimerman, Itamar  and
      Wolf, Lior",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.300/",
    pages = "6622--6645",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-visually,
    title = "Visually-Guided Policy Optimization for Multimodal Reasoning",
    author = "Wang, Zengbin  and
      Xiong, Feng  and
      Lin, Liang  and
      Hu, Xuecai  and
      Wang, Yong  and
      Wang, Yanlin  and
      Zhang, Man  and
      Chu, Xiangxiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.301/",
    pages = "6646--6664",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-dont,
    title = "Don{'}t Be Misled by Style: A Style-Adaptive Reranker for Capturing Effective Knowledge in Retrieval-Augmented Generation",
    author = "Zhang, Ruwen  and
      Liu, Bo  and
      Xiang, Zhang Sheng  and
      Chen, Yida  and
      Zhao, Hantao  and
      Ding, Ding  and
      Jin, Jiahui  and
      Cao, Jiuxin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.302/",
    pages = "6665--6681",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gottal-matthes-2026-text2tabular,
    title = "{T}ext2{T}abular {--} Reconstructing Tabular Research Data from Scientific Publications",
    author = "Gottal, Jonas  and
      Matthes, Florian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.303/",
    pages = "6682--6697",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ha-etal-2026-aha,
    title = "From ``Aha Moments'' to Controllable Thinking: Toward Meta-Cognitive Reasoning in {LRM}s via Decoupled Reasoning and Control",
    author = "Ha, Rui  and
      Pu, Rui  and
      Li, Chaozhuo  and
      Sun, Li  and
      Su, Sen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.304/",
    pages = "6698--6710",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tan-etal-2026-calibrating,
    title = "Calibrating Inference Time Alignment with Sequence-level Risk Accumulation",
    author = "Tan, Shanwen  and
      Dong, Ziyang  and
      Ju, Wei  and
      Fu, Yiwei  and
      Wu, Hao  and
      Wang, Kun  and
      Wang, Yifan  and
      Qiao, Ziyue",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.305/",
    pages = "6711--6735",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ma-etal-2026-diff4tst,
    title = "{D}iff4{TST}: Masked Diffusion Language Model for Text Style Transfer",
    author = "Ma, Xinchen  and
      He, Gaole  and
      Lan, Yunshi  and
      Qian, Weining",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.306/",
    pages = "6736--6748",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{arnaout-etal-2026-depth,
    title = "In-depth Research Impact Summarization through Fine-Grained Temporal Citation Analysis",
    author = "Arnaout, Hiba  and
      Sternlicht, Noy  and
      Hope, Tom  and
      Gurevych, Iryna",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.307/",
    pages = "6749--6789",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhu-etal-2026-quantilemark,
    title = "{Q}uantile{M}ark: A Message-Symmetric Multi-bit Watermark for {LLM}s",
    author = "Zhu, Junlin  and
      Huang, Baizhou  and
      Wan, Xiaojun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.308/",
    pages = "6790--6806",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{blaschke-etal-2026-standard,
    title = "Standard-to-Dialect Transfer Trends Differ across Text and Speech: A Case Study on Intent and Topic Classification in {G}erman Dialects",
    author = "Blaschke, Verena  and
      Winkler, Miriam  and
      Plank, Barbara",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.309/",
    pages = "6807--6829",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-dont-click,
    title = "Don{'}t Click That: Teaching Web Agents to Resist Deceptive Interfaces",
    author = "Zhang, Yilin  and
      Hua, Yingkai  and
      Wei, Chunyu  and
      Wang, Xin  and
      Chen, Yueguo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.310/",
    pages = "6830--6852",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-empirical,
    title = "Empirical Analysis of Decoding Biases in Masked Diffusion Models",
    author = "Huang, Pengcheng  and
      Liu, Tianming  and
      Liu, Zhenghao  and
      Yan, Yukun  and
      Wang, Shuo  and
      Xiao, Tong  and
      Chen, Zulong  and
      Sun, Maosong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.311/",
    pages = "6853--6876",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-lafact,
    title = "{LAF}a{CT}: Attribution-based Localization and Focused Sequential Analysis of Fact-Critical Tokens for Hallucination Detection",
    author = "Wang, Xin  and
      Li, Jiahao  and
      Zhang, Licheng  and
      Mao, Zhendong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.312/",
    pages = "6877--6896",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-dpc,
    title = "{DPC}: Training-Free Text-to-{SQL} Candidate Selection via Dual-Paradigm Consistency",
    author = "Li, Boyan  and
      Hei, Ou Ocean Kun  and
      Yu, Yue  and
      Luo, Yuyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.313/",
    pages = "6897--6913",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{he-etal-2026-metaphor,
    title = "Metaphor Reasoning is Meta-reasoning",
    author = "He, Qianyu  and
      Lu, Junting  and
      Zhang, Yikai  and
      Yuan, Siyu  and
      Meng, Xiaojun  and
      Wei, Jiansheng  and
      Liang, Jiaqing  and
      Xiao, Yanghua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.314/",
    pages = "6914--6935",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhong-etal-2026-beyond,
    title = "Beyond Hard Masks: Progressive Token Evolution for Diffusion Language Models",
    author = "Zhong, Linhao  and
      Wu, Linyu  and
      Fang, Bozhen  and
      Feng, Tianjian  and
      Jing, Chenchen  and
      Wang, Wen  and
      Zhang, Jiaheng  and
      Chen, Hao  and
      Shen, Chunhua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.315/",
    pages = "6936--6959",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-mas,
    title = "{MAS}-Bench: A Unified Benchmark for Shortcut-Augmented Hybrid Mobile {GUI} Agents",
    author = "Zhao, Pengxiang  and
      Liu, Guangyi  and
      Liang, Yaozhen  and
      He, Weiqing  and
      Lu, Zhengxi  and
      Wang, WenHao  and
      Huang, Yuehao  and
      Chai, Yuxiang  and
      Kang, Zhaolu  and
      Guo, Yaxuan  and
      Wang, Hao  and
      Zhang, Kexin  and
      Liu, Liang  and
      Liu, Yong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.316/",
    pages = "6960--6985",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{feng-etal-2026-howtobench,
    title = "{H}o{WT}o{B}ench: Holistic Evaluation for {LLM}{'}s Capability in Human-level Writing using Tree of Writing",
    author = "Feng, Andrew Zhuoer  and
      Wang, Cunxiang  and
      Luo, Yu  and
      Fan, Lin  and
      Zhou, Irene  and
      Wang, Zikang  and
      Gu, Xiaotao  and
      Tang, Jie  and
      Wang, Hongning  and
      Huang, Minlie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.317/",
    pages = "6986--7034",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhen-etal-2026-hierarchical,
    title = "Hierarchical Reinforcement Learning with Augmented Step-Level Transitions for {LLM} Agents",
    author = "Zhen, Shuai  and
      Yu, Yanhua  and
      Guo, Ruopei  and
      Cheng, Nan  and
      Deng, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.318/",
    pages = "7035--7053",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{guo-etal-2026-two,
    title = "Two Streams, One Sarcasm: Orthogonal Expert Tuning for Holistic Multimodal Sarcasm Understanding",
    author = "Guo, Diandian  and
      Cao, Cong  and
      Yuan, Fangfang  and
      Xu, Pin  and
      Hu, Cheng  and
      Zhang, Zhicheng  and
      Liu, Yu  and
      Liu, Yanbing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.319/",
    pages = "7054--7072",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fu-luo-2026-selar,
    title = "{S}e{L}a{R}: Selective Latent Reasoning in Large Language Models",
    author = "Fu, Renyu  and
      Luo, Guibo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.320/",
    pages = "7073--7087",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ji-etal-2026-stride,
    title = "{STRIDE}-{ED}: A Strategy-Grounded Stepwise Reasoning Framework for Empathetic Dialogue Systems",
    author = "Ji, Hongru  and
      Fan, Yuyin  and
      Zhao, Meng  and
      Li, Xianghua  and
      Wu, Lianwei  and
      Gao, Chao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.321/",
    pages = "7088--7102",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ji-etal-2026-graphia,
    title = "{GRAPHIA}: Harnessing Social Graph Data to Enhance {LLM}-Based Social Simulation",
    author = "Ji, Jiarui  and
      Zhang, Zehua  and
      Wei, Zhewei  and
      Tong, Bin  and
      Wang, Guan  and
      Zheng, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.322/",
    pages = "7103--7128",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mai-etal-2026-sharedrequest,
    title = "{S}hared{R}equest: Privacy-Preserving Model-Agnostic Inference for Large Language Models",
    author = "Mai, Peihua  and
      Gao, Xuanrong  and
      Ding, Youlong  and
      Du, Xianglong  and
      Liu, Wei  and
      Pang, Yan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.323/",
    pages = "7129--7150",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ma-etal-2026-efficient,
    title = "Efficient Learned Data Compression via Dual-Stream Feature Decoupling",
    author = "Ma, Huidong  and
      Shi, Xinyan  and
      Hui, Sun  and
      Yue, Xiaofei  and
      Liu, Xiaoguang  and
      Wang, Gang  and
      Cai, Wentong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.324/",
    pages = "7151--7164",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-planning,
    title = "Planning-Guided Tutoring with Assessment-Driven Memory for Pedagogical {LLM} Tutors",
    author = "Li, Zechen  and
      Zhu, Qiannan  and
      Wang, Mei  and
      Li, Jia  and
      Huang, Hua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.325/",
    pages = "7165--7188",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-mixkvq,
    title = "{M}ix{KVQ}: Query-Aware Mixed-Precision {KV} Cache Quantization for Long-Context Reasoning",
    author = "Zhang, Tao  and
      Zeng, Ziqian  and
      Peng, Hao  and
      Zhuang, Huiping  and
      Chen, Cen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.326/",
    pages = "7189--7204",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liang-etal-2026-kv,
    title = "When {KV} Cache Reuse Fails in Multi-Agent Systems: Cross-Candidate Interaction is Crucial for {LLM} Judges",
    author = "Liang, Sichu  and
      Wang, Zhenglin  and
      Chujiajia  and
      Xia, Pengfei  and
      Zang, Hui  and
      Zhou, Deyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.327/",
    pages = "7205--7230",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yuan-etal-2026-reducing,
    title = "Reducing Token Redundancy in {LVLM}s: A Systematic Review of Token Pruning Methods",
    author = "Yuan, Hanzhang  and
      Hu, Mengxuan  and
      Zhang, Wenhao  and
      Wang, Tianlong  and
      Zhou, Zhongliang  and
      Lu, Jiasen  and
      Li, Sheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.328/",
    pages = "7231--7251",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yu-etal-2026-stem,
    title = "{STEM}: Structure-Tracing Evidence Mining for Knowledge Graphs-Driven Retrieval-Augmented Generation",
    author = "Yu, Peng  and
      Xu, En  and
      Chen, Bin  and
      Chen, Haibiao  and
      Xu, Yinfei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.329/",
    pages = "7252--7285",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yan-etal-2026-evo,
    title = "Evo-Attacker: Memory-Augmented Reinforcement Learning for Long-Horizon Tool Attacks on {LLM}-{MAS}",
    author = "Yan, Bingyu  and
      Zhang, Xiaoming  and
      Hou, JinYu  and
      Li, Chaozhuo  and
      Zhou, Ziyi  and
      Hei, Yiming  and
      Zhang, Litian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.330/",
    pages = "7286--7300",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{qian-etal-2026-beyond,
    title = "Beyond Timestamps: Bridging Forward and Backward Reasoning in Temporal Numerical and Relational Understanding",
    author = "Qian, Xinying  and
      Zhang, Ying  and
      Sui, Xuhui  and
      Zhao, Yu  and
      Zhou, Baohang  and
      Pan, Jeff Z.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.331/",
    pages = "7301--7321",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lv-etal-2026-reasoning,
    title = "Reasoning Over Space: Enabling Geographic Reasoning for {LLM}-Based Generative Next {POI} Recommendation",
    author = "Lv, Dongyi  and
      Ding, Qiuyu  and
      Xu, Heng-Da  and
      Sun, Zhaoxu  and
      Wang, Zhi  and
      Xiong, Feng  and
      Xu, Mu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.332/",
    pages = "7322--7336",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-et,
    title = "{ET}-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration",
    author = "Chen, Yifei  and
      Dong, Guanting  and
      Dou, Zhicheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.333/",
    pages = "7337--7359",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liao-etal-2026-spectral,
    title = "Spectral Disentanglement: Rank-Aware Task Adaptation for Rehearsal-free Continual Learning in {LLM}s",
    author = "Liao, Huanxuan  and
      He, Shizhu  and
      Hao, Yupu  and
      Wang, Yequan  and
      Teng, Wenhao  and
      Liao, Xiangwen  and
      Zhao, Jun  and
      Liu, Kang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.334/",
    pages = "7360--7376",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-deepplanning,
    title = "{D}eep{P}lanning: Benchmarking Long-Horizon Agentic Planning with Verifiable Constraints",
    author = "Zhang, Yinger  and
      Jiang, Shutong  and
      Li, Renhao  and
      Tu, Jianhong  and
      Su, Yang  and
      Deng, Lianghao  and
      Guo, Xudong  and
      Lv, ChenXu  and
      Lin, Junyang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.335/",
    pages = "7377--7407",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-arg,
    title = "Arg-{LL}a{DA}: Argument Summarization via Large Language Diffusion Models and Sufficiency-Aware Refinement",
    author = "Li, Hao  and
      Sun, Yizheng  and
      Schlegel, Viktor  and
      Yang, Kailai  and
      Batista-Navarro, Riza  and
      Nenadic, Goran",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.336/",
    pages = "7408--7421",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-agencybench,
    title = "{A}gency{B}ench: Benchmarking the Frontiers of Autonomous Agents in 1{M}-Token Real-World Contexts",
    author = "Li, Keyu  and
      Shi, Junhao  and
      Xiao, Yang  and
      Jiang, Mohan  and
      Sun, Jie  and
      Wu, Yunze  and
      Fu, Dayuan  and
      Xia, Shijie  and
      Cai, Xiaojie  and
      Xu, Tianze  and
      Si, Weiye  and
      Li, Wenjie  and
      Wang, Dequan  and
      Liu, Pengfei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.337/",
    pages = "7422--7440",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-languages,
    title = "All Languages Matter: Understanding and Mitigating Language Bias in Multilingual {RAG}",
    author = "Wang, Dan  and
      Mo, Guozhao  and
      Shi, Yafei  and
      Zhang, Cheng  and
      Zheng, Bo  and
      Cao, Boxi  and
      Chen, Xuanang  and
      Lu, Yaojie  and
      Lin, Hongyu  and
      He, Ben  and
      Han, Xianpei  and
      Sun, Le",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.338/",
    pages = "7441--7455",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{su-etal-2026-beyond,
    title = "Beyond Accuracy: Unveiling Inefficiency Patterns in Tool-Integrated Reasoning",
    author = "Su, Qisheng  and
      Huang, Shiting  and
      Fang, Zhen  and
      Chen, Ziyan  and
      Chen, Zehui  and
      Zhao, Feng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.339/",
    pages = "7456--7477",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cai-etal-2026-safety,
    title = "Safety-Utility Conflicts Are Not Global: Surgical Alignment via Head-Level Diagnosis",
    author = "Cai, Wang  and
      Wen, Yilin  and
      Hou, Jinchang  and
      Su, Du  and
      Wang, Guoqiu  and
      Lv, Zhonghou  and
      Bao, Chenfu  and
      Wu, Yunfang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.340/",
    pages = "7478--7496",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-videopro,
    title = "{V}ideo{P}ro: Adaptive Program Reasoning for Long Video Understanding",
    author = "Li, Chenglin  and
      Han, Feng  and
      Wang, Yikun  and
      Li, Ruilin  and
      Dong, Shuai  and
      Hou, Haowen  and
      Li, Haitao  and
      Chen, Qianglong  and
      Tao, Feng  and
      Tong, Jingqi  and
      Zhang, Yin  and
      Wang, Jiaqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.341/",
    pages = "7497--7513",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{foroutan-etal-2026-parity,
    title = "Parity-Aware Byte-Pair Encoding: Improving Cross-lingual Fairness in Tokenization",
    author = "Foroutan, Negar  and
      Meister, Clara  and
      Paul, Debjit  and
      Niklaus, Joel  and
      Ahmadi, Sina  and
      Bosselut, Antoine  and
      Sennrich, Rico",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.342/",
    pages = "7514--7538",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lin-etal-2026-boundary,
    title = "Boundary-Guided Policy Optimization for Memory-efficient {RL} of Diffusion Large Language Models",
    author = "Lin, Nianyi  and
      Zhang, Jiajie  and
      Hou, Lei  and
      Li, Juanzi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.343/",
    pages = "7539--7550",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-chartverse,
    title = "{C}hart{V}erse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch",
    author = "Liu, Zheng  and
      Lin, Honglin  and
      Wang, Xiaoyang  and
      Gao, Xin  and
      Li, Yu  and
      Cai, Mengzhang  and
      Zhu, Yun  and
      Zhong, Zhanping  and
      Pei, Qizhi  and
      Pan, Zhuoshi  and
      Shang, Xiaoran  and
      He, Conghui  and
      Cui, Bin  and
      Zhang, Wentao  and
      Wu, Lijun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.344/",
    pages = "7551--7577",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{miao-etal-2026-neoamt,
    title = "{N}eo{AMT}: Neologism-Aware Agentic Machine Translation with Reinforcement Learning",
    author = "Miao, Zhongtao  and
      Zhao, Kaiyan  and
      Nagata, Masaaki  and
      Tsuruoka, Yoshimasa",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.345/",
    pages = "7578--7601",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-arxiv2table,
    title = "ar{X}iv2{T}able: Toward Realistic Benchmarking and Evaluation for {LLM}-Based Literature-Review Table Generation",
    author = "Wang, Weiqi  and
      Ou, Jiefu  and
      Song, Yangqiu  and
      Van Durme, Benjamin  and
      Khashabi, Daniel",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.346/",
    pages = "7602--7624",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{arnaout-etal-2026-responsible,
    title = "Responsible Evaluation of {AI} for Mental Health",
    author = "Arnaout, Hiba  and
      Goel, Anmol  and
      Schwartz, H. Andrew  and
      Eberhardt, Steffen T.  and
      Atzil-Slonim, Dana  and
      Doherty, Gavin  and
      Schwartz, Brian  and
      Lutz, Wolfgang  and
      Althoff, Tim  and
      De Choudhury, Munmun  and
      Jamalabadi, Hamidreza  and
      Shah, Raj Sanjay  and
      Plaza-del-Arco, Flor Miriam  and
      Hovy, Dirk  and
      Liakata, Maria  and
      Gurevych, Iryna",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.347/",
    pages = "7625--7660",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-jpu,
    title = "{JPU}: Bridging Jailbreak Defense and Unlearning via On-Policy Path Rectification",
    author = "Wang, Xi  and
      Jian, Songlei  and
      Li, Shasha  and
      Li, Xiaopeng  and
      Li, Zhaoye  and
      Ji, Bin  and
      Wang, Baosheng  and
      Yu, Jie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.348/",
    pages = "7661--7674",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-speechllm,
    title = "{S}peech{LLM}-as-Judges: Towards General and Interpretable Speech Quality Evaluation",
    author = "Wang, Hui  and
      Zhao, Jinghua  and
      Yang, Yifan  and
      Liu, Shujie  and
      Chen, Junyang  and
      Zhang, Yanzhe  and
      Zhao, Shiwan  and
      Li, Jinyu  and
      Zhou, Jiaming  and
      Sun, Haoqin  and
      Lu, Yan  and
      Qin, Yong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.349/",
    pages = "7675--7700",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-leprec,
    title = "{L}e{PREC}: Reasoning as Classification over Structured Factors for Assessing Relevance of Legal Issues",
    author = "Wang, Fanyu  and
      Kang, Xiaoxi  and
      Burgess, Paul  and
      Srivastava, Aashish  and
      Arora, Chetan  and
      Trakic, Adnan  and
      Soon, Lay-Ki  and
      Hossain, Md Khalid  and
      Qu, Lizhen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.350/",
    pages = "7701--7736",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-s2o,
    title = "{S}2{O}: Early Stopping for Sparse Attention via Online Permutation",
    author = "Zhang, Yu  and
      Liu, Songwei  and
      Yan, Chenqian  and
      Linsheng  and
      Ning, Beichen  and
      Chen, Fangmin  and
      Wang, Xing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.351/",
    pages = "7737--7751",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{guan-etal-2026-dart,
    title = "{DART}: Disambiguation-Aware Reasoning for Video-guided Machine Translation",
    author = "Guan, Boyu  and
      Han, Chuang  and
      Zhao, Yang  and
      Zong, Chengqing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.352/",
    pages = "7752--7772",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-hcspec,
    title = "{HCS}pec: Two-Tier Horizontal Cascade Speculative Decoding for High-Efficiency Large Language Model Inference",
    author = "Zhang, Yizhou  and
      Chen, Siming  and
      Ye, Hao  and
      Feng, Erhu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.353/",
    pages = "7773--7783",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{dong-etal-2026-revisiting,
    title = "Revisiting the Reliability of Language Models in Instruction-Following",
    author = "Dong, Jianshuo  and
      Zhang, Yutong  and
      Yan, Liu  and
      Zhong, Zhenyu  and
      Wei, Tao  and
      Zhang, Chao  and
      Qiu, Han",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.354/",
    pages = "7784--7812",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xing-etal-2026-efficientllm,
    title = "{E}fficient{LLM}: Unified Pruning-Aware Pretraining for Auto-Designed Compact Language Models",
    author = "Xing, Xingrun  and
      Liu, Zheng  and
      Xiao, Shitao  and
      Gao, Boyan  and
      Liang, Yiming  and
      Lin, Haokun  and
      Zeng, Xianlin  and
      Li, Guoqi  and
      Zhang, Jiajun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.355/",
    pages = "7813--7830",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-sppo,
    title = "{SPPO}: Sequence-Level {PPO} for Long-Horizon Reasoning Tasks",
    author = "Wang, Tianyi  and
      Li, Yixia  and
      Li, Long  and
      Chen, Yibiao  and
      Huang, Shaohan  and
      Chen, Yun  and
      Li, Peng  and
      Liu, Yang  and
      Chen, Guanhua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.356/",
    pages = "7831--7853",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-enhancing-transferability,
    title = "Enhancing the Transferability of Jailbreak Attacks on Large Language Models via Exploiting Reparameterization Invariance",
    author = "Wang, Ao  and
      Yang, Xinghao  and
      Gong, Yongshun  and
      Liu, Wei  and
      Liu, Bao-di  and
      Liu, Weifeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.357/",
    pages = "7854--7865",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ruan-etal-2026-gift,
    title = "{GIFT}: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models",
    author = "Ruan, Zhiwen  and
      Du, Yichao  and
      Zheng, Jianjie  and
      Wang, Longyue  and
      Chen, Yun  and
      Li, Peng  and
      Su, Jinsong  and
      Liu, Yang  and
      Chen, Guanhua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.358/",
    pages = "7866--7878",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-amata,
    title = "{AMATA}: Adaptive Multi-Agent Trajectory Alignment for Knowledge-Intensive Question Answering",
    author = "Zhang, Taolin  and
      Li, Dongyang  and
      Chen, Chen  and
      Chen, Qizhou  and
      Wan, Jiuheng  and
      He, Xiaofeng  and
      Wang, Chengyu  and
      Hong, Richang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.359/",
    pages = "7879--7900",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-chessarena,
    title = "{C}hess{A}rena: A Chess Testbed for Evaluating Strategic Reasoning Capabilities of Large Language Models",
    author = "Liu, Jincheng  and
      He, Sijun  and
      Wu, Jingjing  and
      Wang, Xiangsen  and
      Chen, Yang  and
      Kuang, Zhaoqi  and
      Bao, Siqi  and
      Yao, Yuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.360/",
    pages = "7901--7954",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-completion,
    title = "From Completion to Editing: Unlocking Context-Aware Code Infilling via Search-and-Replace Instruction Tuning",
    author = "Zhang, Jiajun  and
      Cui, Zeyu  and
      Yang, Jiaxi  and
      Zhang, Lei  and
      Jing, Yuheng  and
      Ma, Zeyao  and
      Bai, Tianyi  and
      Wang, Zilei  and
      Liu, Qiang  and
      Wang, Liang  and
      Hui, Binyuan  and
      Lin, Junyang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.361/",
    pages = "7955--7984",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chang-etal-2026-makes,
    title = "What Makes an Ideal Quote? Recommending ``Unexpected yet Rational'' Quotations via Novelty",
    author = "Chang, Powei  and
      Xiao, Jin  and
      Yue, Guanglei  and
      He, Qianyu  and
      Xiao, Yanghua  and
      Yang, Deqing  and
      Liang, Jiaqing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.362/",
    pages = "7985--8017",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tang-etal-2026-step,
    title = "Do Not Step Into the Same River Twice: Learning to Reason from Trial and Error",
    author = "Tang, Chenming  and
      Huang, Hsiu-Yuan  and
      Liu, Weijie  and
      Bai, Clive  and
      Yang, Saiyong  and
      Wu, Yunfang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.363/",
    pages = "8018--8032",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-itag,
    title = "i{TAG}: Inverse Design for Natural Text Generation with Accurate Causal Graph Annotations",
    author = "Wang, Wenshuo  and
      Cao, Boyu  and
      Zhuang, Nan  and
      Li, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.364/",
    pages = "8033--8063",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-dynamic,
    title = "Dynamic Long Context Reasoning over Compressed Memory via End-to-End Reinforcement Learning",
    author = "Chen, Zhuoen  and
      Li, Dongfang  and
      Zhang, Meishan  and
      Hu, Baotian  and
      Zhang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.365/",
    pages = "8064--8083",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-word,
    title = "From Word to World: Can Large Language Models be Implicit Text-based World Models?",
    author = "Li, Yixia  and
      Wang, Hongru  and
      Qiu, Jiahao  and
      Yin, Zhenfei  and
      Zhang, Dongdong  and
      Qian, Cheng  and
      Li, Zeping  and
      Ma, Xiaoteng  and
      Chen, Guanhua  and
      Ji, Heng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.366/",
    pages = "8084--8111",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hu-etal-2026-gambit,
    title = "{GAMBIT}: A Gamified Jailbreak Framework for Multimodal Large Language Models",
    author = "Hu, Xiangdong  and
      Jiang, Yangyang  and
      Hu, Qin  and
      Jia, Xiaojun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.367/",
    pages = "8112--8129",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sun-etal-2026-large,
    title = "Large Language Model-Enhanced Multi-Armed Bandits",
    author = "Sun, Jiahang  and
      Wang, Zhiyong  and
      Yang, Runhan  and
      Xiao, Chenjun  and
      Lui, John C.s.  and
      Dai, Zhongxiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.368/",
    pages = "8130--8145",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-flattery,
    title = "Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-{LLM}s",
    author = "Zhou, Wenrui  and
      Hendy, Mohamed  and
      Yang, Shu  and
      Yang, Qingsong  and
      Guo, Zikun  and
      Luo, Yuyu  and
      Hu, Lijie  and
      Wang, Di",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.369/",
    pages = "8146--8172",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shen-etal-2026-mem2actbench,
    title = "{M}em2{A}ct{B}ench: A Benchmark for Evaluating Long-Term Memory Utilization in Task-Oriented Autonomous Agents",
    author = "Shen, Yiting  and
      Li, Kun  and
      Zhou, Wei  and
      Hu, Songlin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.370/",
    pages = "8173--8190",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-ark,
    title = "{ARK}: Answer-Centric Retriever Tuning via {KG}-augmented Curriculum Learning",
    author = "Zhou, Jiawei  and
      Ding, Hang  and
      Jiang, Haiyun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.371/",
    pages = "8191--8208",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ge-etal-2026-emotion,
    title = "On the Emotion Understanding of Synthesized Speech",
    author = "Ge, Yuan  and
      Zhao, Haishu  and
      Hao, AoKai  and
      Zhang, Junxiang  and
      Li, Bei  and
      Liu, Xiaoqian  and
      Wang, Chenglong  and
      Wang, Jianjin  and
      Zhou, Bingsen  and
      Liu, Bingyu  and
      Zhu, JingBo  and
      Yu, Zhengtao  and
      Xiao, Tong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.372/",
    pages = "8209--8223",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-taming,
    title = "Taming ``Zombie'' Agents: A {M}arkov State-Aware Framework for Resilient Multi-Agent Evolution",
    author = "Zhang, Taolin  and
      Zhao, Pukun  and
      Chen, Qizhou  and
      Wan, Jiuheng  and
      Chen, Chen  and
      He, Xiaofeng  and
      Wang, Chengyu  and
      Hong, Richang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.373/",
    pages = "8224--8243",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xi-etal-2026-survey,
    title = "A Survey of Large Language Model-Based Search Agents",
    author = "Xi, Yunjia  and
      Lin, Jianghao  and
      Xiao, Yongzhao  and
      Zhou, Zheli  and
      Shan, Rong  and
      Gao, Te  and
      Zhu, Jiachen  and
      Liu, Weiwen  and
      Yu, Yong  and
      Zhang, Weinan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.374/",
    pages = "8244--8279",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liang-etal-2026-rsda,
    title = "{RSDA}: Restoring Stale Data Affinity via Dynamic Renovation Strategy for Mitigating Data Scarcity",
    author = "Liang, Yidan  and
      Zhu, Jia  and
      Shi, Weijie  and
      Guo, Hanghui  and
      Cui, Yue  and
      Shen, Jiawei  and
      Ma, Guoqing  and
      Liu, Jingjiang  and
      Niu, Qingyu  and
      Wang, Yilin  and
      Di, Shimin  and
      Xu, Jiajie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.375/",
    pages = "8280--8309",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yin-etal-2026-reasoning,
    title = "The Reasoning Trap: How Enhancing {LLM} Reasoning Amplifies Tool Hallucination",
    author = "Yin, Chenlong  and
      Sha, Zeyang  and
      Cui, Shiwen  and
      Meng, Changhua  and
      Li, Zechao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.376/",
    pages = "8310--8328",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tonglet-etal-2026-protecting,
    title = "Protecting multimodal large language models against misleading visualizations",
    author = "Tonglet, Jonathan  and
      Tuytelaars, Tinne  and
      Moens, Marie-Francine  and
      Gurevych, Iryna",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.377/",
    pages = "8329--8349",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sun-etal-2026-dual,
    title = "Dual Activation-Weight Sparsity: A Training-Free Framework for Efficient Large Language Model Compression",
    author = "Sun, Luoyang  and
      Li, Guangyan  and
      Deng, Cheng  and
      Zhang, Haifeng  and
      Zhao, Jian  and
      Tang, Yongqiang  and
      Zhang, Wensheng  and
      Wang, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.378/",
    pages = "8350--8366",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tanaka-ishii-2026-repeated,
    title = "Repeated Sequences Reveal Gaps between Large Language Models and Natural Language",
    author = "Tanaka-Ishii, Kumiko",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.379/",
    pages = "8367--8382",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{alazraki-etal-2026-agentcoma,
    title = "{A}gent{C}o{M}a: A Compositional Benchmark Mixing Commonsense and Mathematical Reasoning in Real-World Scenarios",
    author = "Alazraki, Lisa  and
      Chen, Lihu  and
      Brassard, Ana  and
      Stacey, Joe  and
      Rahmani, Hossein A.  and
      Rei, Marek",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.380/",
    pages = "8383--8410",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-hermes,
    title = "{HERMES}: {KV} Cache as Hierarchical Memory for Efficient Streaming Video Understanding",
    author = "Zhang, Haowei  and
      Yang, Shudong  and
      Fu, Jinlan  and
      Ng, See-Kiong  and
      Qiu, Xipeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.381/",
    pages = "8411--8430",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cai-etal-2026-reasoning,
    title = "Reasoning with {O}mni{T}hought: A Large {C}o{T} Dataset with Verbosity and Cognitive Difficulty Annotations",
    author = "Cai, Wenrui  and
      Wang, Chengyu  and
      Yan, Junbing  and
      Huang, Jun  and
      Fang, Xiangzhong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.382/",
    pages = "8431--8450",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shi-etal-2026-inferencedynamics,
    title = "{I}nference{D}ynamics: Adaptive {LLM} Routing through Structured Capability and Knowledge Profiling",
    author = "Shi, Haochen  and
      Zheng, Tianshi  and
      Wang, Weiqi  and
      Xu, Baixuan  and
      Li, Chunyang  and
      Chan, Chunkit  and
      Fan, Tao  and
      Song, Yangqiu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.383/",
    pages = "8451--8469",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-reportlogic,
    title = "{R}eport{L}ogic: Evaluating Logical Quality in Deep Research Reports",
    author = "Zhao, Jujia  and
      Huan, Zhaoxin  and
      Wang, Zihan  and
      Zhang, Xiaolu  and
      Zhou, Jun  and
      Verberne, Suzan  and
      Ren, Zhaochun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.384/",
    pages = "8470--8502",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xie-etal-2026-detecting,
    title = "Detecting {RAG} Extraction Attack via Dual-Path Runtime Integrity Game",
    author = "Xie, Yuanbo  and
      Zhang, Yingjie  and
      Li, Yulin  and
      Song, Shouyou  and
      Chen, Xiaokun  and
      Liu, Zhihan  and
      Su, Liya  and
      Liu, Tingwen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.385/",
    pages = "8503--8518",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sheth-etal-2026-beyond,
    title = "Beyond Monolingual Assumptions: A Survey on Code-Switched {NLP} in the Era of Large Language Models across Modalities",
    author = "Sheth, Rajvee  and
      Sinha, Samridhi Raj  and
      Patil, Mahavir  and
      Beniwal, Himanshu  and
      Singh, Mayank",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.386/",
    pages = "8519--8566",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jin-etal-2026-look,
    title = "Look Light, Think Heavy: What Multimodal Chain-of-Thought Reasoning Can and Cannot Do",
    author = "Jin, Zhuoran  and
      Zhu, Kejian  and
      Yuan, Hongbang  and
      Hao, Yupu  and
      Cao, Pengfei  and
      Chen, Yubo  and
      Liu, Kang  and
      Zhao, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.387/",
    pages = "8567--8608",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{meng-etal-2026-arcquant,
    title = "{ARCQ}uant: Boosting {NVFP}4 Quantization with Augmented Residual Channels for {LLM}s",
    author = "Meng, Haoqian  and
      Luo, Yilun  and
      Zhao, Yafei  and
      Liu, Wenyuan  and
      Zhang, Peng  and
      Ma, Xindian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.388/",
    pages = "8609--8623",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-revisiting,
    title = "Revisiting Model Interpolation for Efficient Reasoning",
    author = "Wu, Taiqiang  and
      Yang, Runming  and
      Liu, Tao  and
      Wang, Jiahao  and
      Wong, Ngai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.389/",
    pages = "8624--8638",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zeng-etal-2026-miragebackdoor,
    title = "{M}irage{B}ackdoor: A Stealthy Attack that Induces Think-Well-Answer-Wrong Reasoning",
    author = "Zeng, Yizhe  and
      Zhang, Wei  and
      Li, Yunpeng  and
      Xiao, Juxin  and
      Wang, Xiao  and
      Liu, Yuling",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.390/",
    pages = "8639--8659",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-mulvul,
    title = "{M}ul{V}ul: Retrieval-augmented Multi-Agent Code Vulnerability Detection via Cross-Model Prompt Evolution",
    author = "Wu, Zihan  and
      Xu, Jie  and
      Peng, Yun  and
      Chong, Chun Yong  and
      Jia, Xiaohua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.391/",
    pages = "8660--8673",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhan-etal-2026-ligen,
    title = "{L}i{G}en: Active Lipid Generation via a Molecular Language Model",
    author = "Zhan, Ying  and
      Tang, Xiuqi  and
      Zhang, Yan  and
      Tan, Xiao  and
      Shen, Dian  and
      Yu, Zhou  and
      Wang, Beilun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.392/",
    pages = "8674--8686",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sutawika-etal-2026-gained,
    title = "Gained in Translation: Privileged Pairwise Judges Enhance Multilingual Reasoning",
    author = "Sutawika, Lintang  and
      Swamy, Gokul  and
      Wu, Steven  and
      Neubig, Graham",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.393/",
    pages = "8687--8705",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-ted,
    title = "Ted-Tok: Maintaining an Evolving Vocabulary for Lifelong Learning",
    author = "Huang, Jiameng  and
      Zhang, Zhi  and
      He, Zhenyu  and
      Sun, Jiacheng  and
      He, Di",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.394/",
    pages = "8706--8719",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xiao-etal-2026-correct,
    title = "When Correct Beliefs Collapse: Epistemic Resilience of {LLM}s under Clinical Pressure",
    author = "Xiao, Boyu  and
      Tian, Xiuqi  and
      Song, Xuwen  and
      Wang, Haochun  and
      Song, Guanchun  and
      Zhao, Sendong  and
      Qin, Bing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.395/",
    pages = "8720--8764",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{retkowski-etal-2026-beyond,
    title = "Beyond Transcripts: A Renewed Perspective on Audio Chaptering",
    author = "Retkowski, Fabian  and
      Z{\textbackslash}{''}ufle, Maike  and
      Nguyen, Thai Binh  and
      Niehues, Jan  and
      Waibel, Alexander",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.396/",
    pages = "8765--8787",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ponwitayarat-etal-2026-sea,
    title = "{SEA}-{BED}: How Do Embedding Models Represent {S}outheast {A}sian Languages?",
    author = "Ponwitayarat, Wuttikorn  and
      Limkonchotiwat, Peerat  and
      Ng, Raymond  and
      Montalan, Jann Railey  and
      Aung, Thura  and
      Ngui, Jian Gang  and
      Susanto, Yosephine  and
      Tjhi, William Chandra  and
      Tasawong, Panuthep  and
      Cambria, Erik  and
      Chuangsuwanich, Ekapol  and
      Nutanong, Sarana",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.397/",
    pages = "8788--8822",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tonglet-etal-2026-chart,
    title = "Is this chart lying to me? Automating the detection of misleading visualizations",
    author = "Tonglet, Jonathan  and
      Zimny, Jan  and
      Tuytelaars, Tinne  and
      Gurevych, Iryna",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.398/",
    pages = "8823--8844",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-laboratory,
    title = "From Laboratory to Real-World Applications: Benchmarking Agentic Code Reasoning at the Repository Level",
    author = "Li, Jia  and
      Su, Yuxin  and
      Lyu, Michael R.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.399/",
    pages = "8845--8869",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{goel-etal-2026-privacy,
    title = "Privacy Collapse: Benign Fine-Tuning Can Break Contextual Privacy in Language Models",
    author = "Goel, Anmol  and
      Emde, Cornelius  and
      Oh, Seong Joon  and
      Yun, Sangdoo  and
      Gubri, Martin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.400/",
    pages = "8870--8892",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhu-etal-2026-dissecting,
    title = "Dissecting Failure Dynamics in Large Language Model Reasoning",
    author = "Zhu, Wei  and
      Zhang, Jian  and
      Yu, Lixing  and
      Yue, Kun  and
      Tang, Zhiwen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.401/",
    pages = "8893--8914",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{luo-etal-2026-qbridge,
    title = "{QB}ridge: Bridging Natural Language and {SQL} via Gold Query Rewriting with Agentic Refinement",
    author = "Luo, Zhensheng  and
      Wu, Sai  and
      Qiu, Yuan  and
      Yao, Chang  and
      Chen, Gang  and
      Tang, Xiu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.402/",
    pages = "8915--8933",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-scvq,
    title = "{SCVQ}: Sparse-Compensated Vector Quantization for Large Language Models",
    author = "Zhou, Zixuan  and
      Diao, Yujun  and
      Kong, Zicheng  and
      Ma, Dehua  and
      Xu, Zhenbo  and
      Li, Pei Pei  and
      He, Zhaofeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.403/",
    pages = "8934--8950",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chiang-etal-2026-shanks,
    title = "Shanks: Simultaneous Hearing and Thinking for Spoken Language Models",
    author = "Chiang, Cheng-Han  and
      Wang, Xiaofei  and
      Li, Linjie  and
      Lin, Chung-Ching  and
      Lin, Kevin  and
      Liu, Shujie  and
      Wang, Zhendong  and
      Yang, Zhengyuan  and
      Lee, Hung-yi  and
      Wang, Lijuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.404/",
    pages = "8951--8972",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-efficient,
    title = "Efficient {KL} Divergence Estimation via Truncated Top-K Integration for Large Language Models",
    author = "Wang, Xinyuan  and
      Jin, Luozhijie  and
      Wang, Bo  and
      Li, Yuan  and
      Yin, Zhangyue  and
      Qiu, Xipeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.405/",
    pages = "8973--8985",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cai-etal-2026-visual,
    title = "Visual Attention Reasoning via Hierarchical Search and Self-Verification",
    author = "Cai, Wei  and
      Zhao, Jian  and
      Yuan, Yuchen  and
      Zhang, Tianle  and
      Zhu, Ming  and
      Tang, Haichuan  and
      Li, Xuelong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.406/",
    pages = "8986--8997",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-vfa,
    title = "{VFA}: Empowering Multilingual {MLLM}s via Vision-Free Adaptation",
    author = "Li, Yixia  and
      Shi, Yaqing  and
      Ruan, Zhiwen  and
      Zhang, Dongdong  and
      Jiang, Lingjie  and
      Huang, Shaohan  and
      Chen, Yun  and
      Chen, Guanhua  and
      Wei, Furu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.407/",
    pages = "8998--9015",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sheng-etal-2026-learnercompass,
    title = "{L}earner{C}o{MPASS}: Intelligent Tutoring System with Dynamic Cognitive Diagnosis and Multi-Model Path Planning",
    author = "Sheng, Ziji  and
      Tie, Guiyao  and
      Wang, Weidong  and
      Zhou, Pan  and
      Liu, Daizong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.408/",
    pages = "9016--9042",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-investigating,
    title = "Investigating More Explainable and Partition-Free Compositionality Estimation for {LLM}s: A Rule-Generation Perspective",
    author = "Xu, Ziyao  and
      Wang, Cong  and
      Wang, Houfeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.409/",
    pages = "9043--9060",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zeng-etal-2026-lvlms,
    title = "{LVLM}s and Humans Ground Differently in Referential Communication",
    author = "Zeng, Peter  and
      Li, Weiling  and
      Paige, Amie J.  and
      Wang, Zhengxiang  and
      Kaliosis, Panagiotis  and
      Samaras, Dimitris  and
      Zelinsky, Gregory J.  and
      Brennan, Susan  and
      Rambow, Owen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.410/",
    pages = "9061--9087",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-evaluating,
    title = "Evaluating the Expressive Appropriateness of Speech in Rich Contexts",
    author = "Wang, Tianrui  and
      Ma, Ziyang  and
      Peng, Yizhou  and
      Wang, Haoyu  and
      Niu, Zhikang  and
      Huang, Zikang  and
      Wu, Yihao  and
      Chao, Yi-Wen  and
      Jiang, Yu  and
      Lu, Yuheng  and
      Yang, Guanrou  and
      Li, Xuanchen  and
      Liu, Hexin  and
      Qiang, Chunyu  and
      Gong, Cheng  and
      Yang, Yifan  and
      Liu, Tianchi  and
      Wang, Junyu  and
      Hou, Nana  and
      Ge, Meng  and
      You, Fuming  and
      Wei, Yang  and
      Sun, Zhongqian  and
      Haifeng, Hu  and
      Wang, Xiaobao  and
      Chng, Eng Siong  and
      Chen, Xie  and
      Wang, Longbiao  and
      Dang, Jianwu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.411/",
    pages = "9088--9106",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-unimoe,
    title = "{U}ni{M}o{E}-Audio: Unified Speech and Music Generation with Dynamic-Capacity Mixture-of-Experts",
    author = "Liu, Zhenyu  and
      li, Yunxin  and
      Zhang, Xuanyu  and
      Teng, Qixun  and
      Jiang, Shenyuan  and
      Chen, Xinyu  and
      Shi, Haoyuan  and
      Chen, Haolan  and
      Meng, Fanbo  and
      Zhao, Mingjun  and
      Xu, Yu  and
      He, Yancheng  and
      Hu, Baotian  and
      Li, Haizhou  and
      Zhang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.412/",
    pages = "9107--9119",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xing-etal-2026-llms,
    title = "Are {LLM}s Reliable Rankers? Rank Manipulation via Two-Stage Token Optimization",
    author = "Xing, Tiancheng  and
      Li, Jerry  and
      Du, Yixuan  and
      Hu, Xiyang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.413/",
    pages = "9120--9132",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-kcvr,
    title = "{KCVR}: Knowledge-Centric Video Reconstruction for Structured Pedagogical Summarization via Dynamic Graph Planning",
    author = "Liu, Jingjiang  and
      Zhu, Jia  and
      Guo, Hanghui  and
      Shi, Weijie  and
      Cui, Yue  and
      Jin, Xiaokang  and
      Wang, Yilin  and
      Niu, Qingyu  and
      Shen, Jiawei  and
      Ma, Guoqing  and
      Liang, Yidan  and
      Di, Shimin  and
      Xu, Jiajie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.414/",
    pages = "9133--9160",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{peng-etal-2026-repogenesis,
    title = "{R}epo{G}enesis: Benchmarking End-to-End Microservice Generation from Readme to Repository",
    author = "Peng, Zhiyuan  and
      Yin, Xin  and
      Zhao, Pu  and
      Yang, Fangkai  and
      Wang, Lu  and
      Jia, Ran  and
      Chen, Xu  and
      Lin, Qingwei  and
      Rajmohan, Saravan  and
      Zhang, Dongmei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.415/",
    pages = "9161--9189",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-citycube,
    title = "{C}ity{C}ube: Benchmarking Cross-view Spatial Reasoning on Vision-Language Models in Urban Environments",
    author = "Xu, Haotian  and
      Hu, Yue  and
      Zhu, Zhengqiu  and
      Gao, Chen  and
      Wang, Ziyou  and
      Rao, Junreng  and
      Lu, Wenhao  and
      Li, Weishi  and
      Yin, Quanjun  and
      Li, Yong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.416/",
    pages = "9190--9215",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-contrastkv,
    title = "{C}ontrast{KV}: Robust {KV} Cache Eviction via Contrastive Signal Fusion for Multi-Query Generalization",
    author = "Chen, Xingchi  and
      Zong, Peiyuan  and
      Gao, Ziqiang  and
      Li, Qing  and
      Jiang, Yong  and
      Zhu, Fa  and
      Li, Hui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.417/",
    pages = "9216--9229",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{pathmanathan-huang-2026-teach,
    title = "Teach a Reward Model to Correct Itself: Reward Guided Adversarial Failure Discovery for Robust Reward Modeling",
    author = "Pathmanathan, Pankayaraj  and
      Huang, Furong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.418/",
    pages = "9230--9263",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-hierarchical,
    title = "Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex {SLM}s",
    author = "Liu, Zhenyu  and
      Zhang, Xuanyu  and
      li, Yunxin  and
      Teng, Qixun  and
      Jiang, Shenyuan  and
      Chen, Haolan  and
      Zhao, Mingjun  and
      Meng, Fanbo  and
      Xu, Yu  and
      He, Yancheng  and
      Hu, Baotian  and
      Li, Haizhou  and
      Zhang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.419/",
    pages = "9264--9280",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ji-etal-2026-vispco,
    title = "{V}is{PCO}: Visual Token Pruning Configuration Optimization via Budget-Aware {P}areto-Frontier Learning for Vision-Language Models",
    author = "Ji, Huawei  and
      Sun, Yuanhao  and
      Jin, Yuan  and
      Deng, Cheng  and
      Ding, Jiaxin  and
      Fu, Luoyi  and
      Wang, Xinbing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.420/",
    pages = "9281--9301",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-costom,
    title = "{C}o{ST}o{M}: Causal-oriented Steering for Intrinsic Theory-of-Mind Alignment in Large Language Models",
    author = "Li, Mengfan  and
      Shi, Xuanhua  and
      Deng, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.421/",
    pages = "9302--9317",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{alper-etal-2026-conlangcrafter,
    title = "{C}onlang{C}rafter: Constructing Languages with a Multi-Hop {LLM} Pipeline",
    author = "Alper, Morris  and
      Yanuka, Moran  and
      Giryes, Raja  and
      Begus, Gasper",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.422/",
    pages = "9318--9349",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gong-etal-2026-xy,
    title = "{XY}-Tokenizer: Mitigating the Semantic-Acoustic Conflict in Low-Bitrate Speech Codecs",
    author = "Gong, Yitian  and
      Jin, Luozhijie  and
      Chen, Kuangwei  and
      Zhang, Dong  and
      Deng, Ruifan  and
      Yang, Xiaogui  and
      Zhang, Xin  and
      Fei, Zhaoye  and
      Cheng, Qinyuan  and
      Li, Shimin  and
      Qiu, Xipeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.423/",
    pages = "9350--9369",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-empathy,
    title = "Empathy in Diversity: Personalized Depression and Anxiety Therapy via Dialogue State Tracking and Patient-Aware Planning",
    author = "Yang, Xinwei  and
      Fan, Junyi  and
      Liu, Yuqing  and
      Wang, Jiaxuan  and
      Zhang, Jiashuai  and
      Liang, Hongru  and
      Lei, Wenqiang  and
      Song, Yao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.424/",
    pages = "9370--9416",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hu-etal-2026-vapo,
    title = "{VAPO}: End-to-end Slide-Enhanced Speech Recognition with Omni-modal Large Language Models",
    author = "Hu, Rui  and
      Qiu, Delai  and
      Wang, Yining  and
      Liu, Shengping  and
      Sang, Jitao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.425/",
    pages = "9417--9432",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wan-etal-2026-newspaper,
    title = "``Newspaper Eat'' Means ``Not Tasty'': A Taxonomy and Benchmark for Coded Language in Real-World {C}hinese Online Reviews",
    author = "Wan, Ruyuan  and
      Li, Changye  and
      Huang, Ting-Hao Kenneth",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.426/",
    pages = "9433--9446",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-data,
    title = "Data Mixing Agent: Learning to Re-weight Domains for Continual Pre-training",
    author = "Yang, Kailai  and
      Liu, Xiao  and
      Ji, Lei  and
      Li, Hao  and
      Liang, Xiao  and
      Liu, Zhiwei  and
      Gong, Yeyun  and
      Cheng, Peng  and
      Yang, Mao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.427/",
    pages = "9447--9473",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lu-etal-2026-experience,
    title = "Experience-driven Multi-turn Reinforcement Learning for {GUI} Agents",
    author = "Lu, Zhengxi  and
      Ye, Jiabo  and
      Tang, Fei  and
      Shen, Yongliang  and
      Xu, Haiyang  and
      Zheng, Ziwei  and
      Lu, Weiming  and
      Yan, Ming  and
      Huang, Fei  and
      Xiao, Jun  and
      Zhuang, Yueting",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.428/",
    pages = "9474--9496",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zheng-etal-2026-ummf,
    title = "{UMMF}: Protecting Copyright of Large Vision-Language Models through Unlearning-based Multimodal Memorization Fingerprint",
    author = "Zheng, Xiaofan  and
      Wang, Xinghao  and
      Wan, Xiaojun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.429/",
    pages = "9497--9513",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wali-nisioi-2026-automatic,
    title = "Automatic Correction of Writing Anomalies in {H}ausa Texts",
    author = "Wali, Ahmad Mustapha  and
      Nisioi, Sergiu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.430/",
    pages = "9514--9528",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sun-etal-2026-os,
    title = "{OS}-Sentinel: Towards Safety-Enhanced Mobile {GUI} Agents via Hybrid Validation in Realistic Workflows",
    author = "Sun, Qiushi  and
      Li, Mukai  and
      Liu, Zhoumianze  and
      Xie, Zhihui  and
      Xu, Fangzhi  and
      Yin, Zhangyue  and
      Cheng, Kanzhi  and
      Li, Zehao  and
      Ding, Zichen  and
      Liu, Qi  and
      Wu, Zhiyong  and
      Zhang, Zhuosheng  and
      Kao, Ben  and
      Kong, Lingpeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.431/",
    pages = "9529--9553",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-pam,
    title = "{PAM}: Enhancing General Alignment of Large Reasoning Models through Priority-Aware Metacognition",
    author = "Xu, Zhihao  and
      Yang, Fuzhen  and
      Lin, Liang  and
      Wang, Xiting",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.432/",
    pages = "9554--9573",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jia-etal-2026-one,
    title = "One Battle After Another: Probing {LLM}s' Limits on Multi-Turn Instruction Following with a Benchmark Evolving Framework",
    author = "Jia, Qi  and
      Shen, Ye  and
      Song, Xiujie  and
      Zhang, Kaiwei  and
      Wang, Shibo  and
      Pei, Dun  and
      Zhu, Xiangyang  and
      Zhai, Guangtao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.433/",
    pages = "9574--9590",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{luo-etal-2026-agsc,
    title = "{AGSC}: Adaptive Granularity and Semantic Clustering for Uncertainty Quantification in Long-text Generation",
    author = "Luo, Guanran  and
      Qiu, Wentao  and
      Zhao, Wanru  and
      Lv, Wenhan  and
      Jian, Zhongquan  and
      Wang, Meihong  and
      Wu, Qingqiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.434/",
    pages = "9591--9605",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-tracing,
    title = "Tracing the Roots: A Multi-Agent Framework for Uncovering Data Lineage in Post-Training {LLM}s",
    author = "Li, Yu  and
      Shang, Xiaoran  and
      Pei, Qizhi  and
      Zhu, Yun  and
      Gao, Xin  and
      Lin, Honglin  and
      Zhong, Zhanping  and
      Pan, Zhuoshi  and
      Liu, Zheng  and
      Wang, Xiaoyang  and
      He, Conghui  and
      Lin, Dahua  and
      Zhao, Feng  and
      Wu, Lijun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.435/",
    pages = "9606--9625",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{drechsel-etal-2026-understanding,
    title = "Understanding or Memorizing? A Case Study of {G}erman Definite Articles in Language Models",
    author = "Drechsel, Jonathan  and
      Bytyqi, Erisa  and
      Herbold, Steffen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.436/",
    pages = "9626--9652",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-alloc,
    title = "Alloc-{M}o{E}: Budget-Aware Expert Activation Allocation for Efficient Mixture-of-Experts Inference",
    author = "Liu, Baihui  and
      Tian, Kaiyuan  and
      Wang, Wei  and
      Zhang, Zhaoning  and
      Qiao, Linbo  and
      Li, Dongsheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.437/",
    pages = "9653--9667",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sun-etal-2026-codeevo,
    title = "{C}ode{E}vo: Interaction-Driven Synthesis of Code-centric Data through Hybrid and Iterative Feedback",
    author = "Sun, Qiushi  and
      Gong, Jingyang  and
      Li, Lei  and
      Guo, Qipeng  and
      Yuan, Fei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.438/",
    pages = "9668--9687",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gao-etal-2026-benchmarking,
    title = "Benchmarking and Learning Real-World Customer Service Dialogue",
    author = "Gao, Tianhong  and
      Shen, Jundong  and
      Wang, Jiapeng  and
      Shi, Bei  and
      Ju, Ying  and
      Yao, Junfeng  and
      Yu, Huiyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.439/",
    pages = "9688--9711",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{miao-etal-2026-adajudge,
    title = "{A}da{J}udge: Adaptive Multi-Perspective Judging for Reward Modeling",
    author = "Miao, Yongliang  and
      Liang, Yangyang  and
      Du, Mengnan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.440/",
    pages = "9712--9724",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cai-etal-2026-ievoagent,
    title = "{IE}vo{A}gent: Evolving Conversational Agent based on User Implicit Feedback",
    author = "Cai, Yichen  and
      Li, Jiayang  and
      Qiu, Junyuan  and
      Guo, Jingya  and
      You, Weitao  and
      Yang, Changyuan  and
      Sun, Lingyun  and
      Chen, Pei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.441/",
    pages = "9725--9743",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-sgpvt,
    title = "{SGPVT}: Self-Generated Proximal Visual Tokens for Mitigating Proximal Collateral Damage in {MLLM} Unlearning",
    author = "Li, Jiaqi  and
      Zhang, Zhijing  and
      Geng, Jiahui  and
      Bi, Sheng  and
      Zhang, Chuanyi  and
      Liu, Fan  and
      Qi, Guilin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.442/",
    pages = "9744--9763",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lin-etal-2026-vigil,
    title = "{VIGIL}: Defending {LLM} Agents Against Tool-Stream Injection via Verify-Before-Commit",
    author = "Lin, Junda  and
      Zhou, Zhaomeng  and
      Zheng, Zhi  and
      Liu, Shuochen  and
      Xu, Tong  and
      Chen, Yong  and
      Chen, Enhong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.443/",
    pages = "9764--9785",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-see,
    title = "``{I} See What You Did There'': Can Large Vision-Language Models Understand Multimodal Puns?",
    author = "Xu, Naen  and
      Sheng, Jiayi  and
      Li, Changjiang  and
      Zhou, Chunyi  and
      Li, Yuyuan  and
      Du, Tianyu  and
      Wang, Jun  and
      Fu, Zhihui  and
      Li, Jinbao  and
      Ji, Shouling",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.444/",
    pages = "9786--9805",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{he-etal-2026-trace,
    title = "{TRACE}: Traversal Retrieval-Augmented Chain of Evidence for Document Understanding",
    author = "He, Liqi  and
      Li, Zuchao  and
      Huang, Hao  and
      Wang, Ping",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.445/",
    pages = "9806--9825",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-finkario,
    title = "{F}in{K}ario: Event-Enhanced Automated Construction of Financial Knowledge Graph",
    author = "Li, Xiang  and
      Sun, Penglei  and
      Zhou, Wanyun  and
      Wei, Zikai  and
      Zhang, Yongqi  and
      Chu, Xiaowen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.446/",
    pages = "9826--9845",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xiong-etal-2026-evosci,
    title = "{E}vo{S}ci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery",
    author = "Xiong, Xiaoyu  and
      Ren, Yuqi  and
      Xiong, Deyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.447/",
    pages = "9846--9878",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{avraham-etal-2026-dream,
    title = "{DREAM}: Deep Research Evaluation with Agentic Metrics",
    author = "Avraham, Elad Ben  and
      Li, ChangHao  and
      Dorfman, Ron  and
      Ganz, Roy  and
      Nuriel, Oren  and
      Dudai, Amir  and
      Aberdam, Aviad  and
      Flynn, Noah  and
      Mansimov, Elman  and
      Kalyanpur, Aditya  and
      Litman, Ron",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.448/",
    pages = "9879--9904",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cai-etal-2026-thinkpersona,
    title = "{T}hink{P}ersona: Thinking with Persona Graphs for Faithful Individualized Role-Playing",
    author = "Cai, Yichen  and
      Chen, Pei  and
      Li, Jiayang  and
      Guo, Jingya  and
      Li, Zejian  and
      Yang, Changyuan  and
      Sun, Lingyun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.449/",
    pages = "9905--9927",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-sparrow,
    title = "Sparrow: Text-Anchored Window Attention with Visual-Semantic Glimpsing for Speculative Decoding in Video {LLM}s",
    author = "Zhang, Libo  and
      Zhang, Zhaoning  and
      Hongwanyang  and
      Qiao, Peng  and
      Li, Dongsheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.450/",
    pages = "9928--9942",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-speak,
    title = "{SPEAK}: Spiking Neurons as an Entropy-Aware Tokenizer for Large Language Models",
    author = "Chen, Ming  and
      Li, Wenyao  and
      Liang, Chao  and
      Gu, Shi  and
      Lin, Peng  and
      Ma, De  and
      Tang, Huajin  and
      Zheng, Qian  and
      Pan, Gang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.451/",
    pages = "9943--9960",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-unlocking,
    title = "Unlocking Implicit Experience: Synthesizing Tool-Use Trajectories from Text",
    author = "Xu, Zhihao  and
      Li, Rumei  and
      Li, Jiahuan  and
      Weng, Rongxiang  and
      Wang, Jingang  and
      Cai, Xunliang  and
      Wang, Xiting",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.452/",
    pages = "9961--9980",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-layer,
    title = "A Layer-wise Analysis of Supervised Fine-Tuning",
    author = "Zhao, Qinghua  and
      Gong, Xueling  and
      Chen, Xinyu  and
      Kang, Zhongfeng  and
      Li, Xinlu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.453/",
    pages = "9981--9992",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiang-etal-2026-think,
    title = "Think in Latent Thoughts: A New Paradigm for Gloss-Free Sign Language Translation",
    author = "Jiang, Yiyang  and
      Zhang, Li  and
      Wei, Xiao-Yong  and
      Qing, Li",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.454/",
    pages = "9993--10012",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yi-etal-2026-ctrap,
    title = "{CTRAP}: Embedding Collapse Trap to Safeguard Large Language Models from Harmful Fine-Tuning",
    author = "Yi, Biao  and
      Huang, Tiansheng  and
      Zhang, Baolei  and
      Li, Tong  and
      Nie, Lihai  and
      Liu, Zheli  and
      Shen, Li",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.455/",
    pages = "10013--10030",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fu-etal-2026-correct,
    title = "Correct When Paired, Wrong When Split: Decoupling and Editing Modality-Specific Neurons in {MLLM}s",
    author = "Fu, Tingchao  and
      Wang, Wenkai  and
      Li, Fanxiao  and
      Zhang, Huadong  and
      Zhang, Jinhong  and
      Li, Dayang  and
      Dong, Yunyun  and
      Liu, Renyang  and
      Zhou, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.456/",
    pages = "10031--10048",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{an-etal-2026-aciarena,
    title = "{ACIA}rena: Toward Unified Evaluation for Agent Cascading Injection",
    author = "An, Hengyu  and
      Li, Minxi  and
      Zhang, Jinghuai  and
      Xu, Naen  and
      Zhou, Chunyi  and
      Li, Changjiang  and
      Xu, Xiaogang  and
      Du, Tianyu  and
      Ji, Shouling",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.457/",
    pages = "10049--10066",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shi-etal-2026-plawbench,
    title = "{PLAWBENCH}: A Rubric-Based Benchmark for Evaluating {LLM}s in Real-World Legal Practice",
    author = "Shi, Yuzhen  and
      Liu, Huanghai  and
      HU, Yiran  and
      Gaojie, Song  and
      Xinran, Xu  and
      Ma, Yubo  and
      Tang, Tianyi  and
      Zhang, Li  and
      Chen, Qingjing  and
      Di, Feng  and
      Lv, Wenbo  and
      Wu, Weiheng  and
      Yang, Kexin  and
      Yang, Sen  and
      Wang, Wei  and
      Shi, Rongyao  and
      Yuanyang, Qiu  and
      Qi, Yuemeng  and
      Jingwen, Zhang  and
      Xiaoyu, Sui  and
      Chen, Yifan  and
      Yi, Zhang  and
      Yang, An  and
      Yu, Bowen  and
      Liu, Dayiheng  and
      Lin, Junyang  and
      Shen, Weixing  and
      Zhao, Bing  and
      Clarke, Charles L. A.  and
      Wei, HU",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.458/",
    pages = "10067--10116",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liang-etal-2026-voxmind,
    title = "{V}ox{M}ind: An End-to-End Agentic Spoken Dialogue System",
    author = "Liang, Tianle  and
      Chen, Yifu  and
      Ji, Shengpeng  and
      Chen, Yijun  and
      Jia, Zhiyang  and
      Lu, Jingyu  and
      Zhuo, Fan  and
      Pu, Xueyi  and
      Li, Yangzhuo  and
      Zhao, Zhou",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.459/",
    pages = "10117--10139",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{feng-etal-2026-mt3,
    title = "{MT}$^{3}$: A Synergistic Multi-Task {RL} Framework for Specializing {MLLM}s in Text Image Machine Translation",
    author = "Feng, Zhaopeng  and
      Liang, Yupu  and
      Cao, Shaosheng  and
      Su, Jiayuan  and
      Ren, Jiahan  and
      Zhou, Zhijie  and
      Huang, Wenxuan  and
      Wu, Jian  and
      Liu, Zuozhu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.460/",
    pages = "10140--10157",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-llms,
    title = "Do {LLM}s Capture Embodied Cognition and Cultural Variation? Cross-Linguistic Evidence from Demonstratives",
    author = "Wang, Yu  and
      Chersoni, Emmanuele  and
      Huang, Chu-Ren",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.461/",
    pages = "10158--10174",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fan-etal-2026-feeling,
    title = "Feeling Rules in Language Models: Mapping Norms of Emotional Appropriateness Across Roles, Institutions, and Intensity",
    author = "Fan, Guangrui  and
      Liu, DanDan  and
      Sabri, Aznul Qalid MD  and
      Zhang, Rui  and
      Lihu, Pan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.462/",
    pages = "10175--10193",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shin-etal-2026-sgt,
    title = "{SGT}: Securing Open-Source {LLM}s Against Malicious Fine-tuning via Safety Guidance Trigger",
    author = "Shin, Sunguk  and
      Wu, Fangzhao  and
      Lee, Byung-Jun  and
      Cha, Meeyoung  and
      Park, Sungwon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.463/",
    pages = "10194--10207",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hu-etal-2026-every,
    title = "Every Token Counts: Generalizing 16{M} Ultra-Long Context in Large Language Models",
    author = "Hu, Xiang  and
      Zhou, Zhanchao  and
      Liang, Ruiqi  and
      Li, Zehuan  and
      Wu, Wei  and
      Li, Jianguo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.464/",
    pages = "10208--10220",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mu-etal-2026-self,
    title = "Self-Reflective Generation at Test Time",
    author = "Mu, Jian  and
      Zhang, Qixin  and
      Wang, Zhiyong  and
      Yang, Menglin  and
      Qiu, Shuang  and
      Qin, Chengwei  and
      Dai, Zhongxiang  and
      Shu, Yao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.465/",
    pages = "10221--10239",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{veloso-schuetze-2026-gknow,
    title = "{GK}now: Measuring the Entanglement of Gender Bias and Factual Gender",
    author = "Veloso, Leonor  and
      Schuetze, Hinrich",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.466/",
    pages = "10240--10260",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{luo-etal-2026-reinforcing,
    title = "Reinforcing Agentic Search Via Reward Density Optimization",
    author = "Luo, Kun  and
      Qian, Hongjin  and
      Liu, Zheng  and
      Xia, Ziyi  and
      Xiao, Shitao  and
      Cao, Zhao  and
      Bao, Siqi  and
      Zhao, Jun  and
      Liu, Kang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.467/",
    pages = "10261--10283",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-scaling,
    title = "Scaling External Knowledge Input Beyond Context Windows of {LLM}s via Multi-Agent Collaboration",
    author = "Liu, Zijun  and
      Wan, Zhennan  and
      Li, Peng  and
      Yan, Ming  and
      Huang, Fei  and
      Liu, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.468/",
    pages = "10284--10314",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-m2po,
    title = "{M}$^2${PO}: Multi-Perspective Multi-Pair Preference Optimization for Machine Translation",
    author = "Wang, Hao  and
      Xu, Linlong  and
      Liu, Heng  and
      Liu, Yangyang  and
      Zhao, Xiaohu  and
      Zeng, Bo  and
      Shao, Liangying  and
      Dong, Yichen  and
      Wu, Xinwei  and
      Zhou, Jiang  and
      Dong, Tianyu  and
      Zeng, Xiangxiang  and
      Wang, Longyue  and
      Luo, Weihua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.469/",
    pages = "10315--10336",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lin-etal-2026-exploration,
    title = "An Exploration of Mamba for Speech Self-Supervised Models",
    author = "Lin, Tzu-Quan  and
      Kuo, Heng-Cheng  and
      Wei, Tzu-Chieh  and
      Cheng, Hsi-Chun  and
      Chen, Chun Wei  and
      Hsiao, Hsien-Fu  and
      Tsao, Yu  and
      Lee, Hung-yi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.470/",
    pages = "10337--10350",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jia-etal-2026-ready,
    title = "Ready Jurist One: Benchmarking Language Agents for Legal Intelligence in Dynamic Environments",
    author = "Jia, Zheng  and
      Yue, Shengbin  and
      Chen, Wei  and
      Wang, Siyuan  and
      Liu, Yidong  and
      Li, Zejun  and
      Song, Yun  and
      Wei, Zhongyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.471/",
    pages = "10351--10376",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{dinh-etal-2026-morphology,
    title = "When Morphology Hides in Plain Sight: Breaking the Isolation in {V}ietnamese and Beyond",
    author = "Dinh, Anh Trac Duc  and
      Vo, Khang Hoang Nhat  and
      Ta, Tai Tien  and
      Doan, Vinh Cong  and
      Quan, Tho",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.472/",
    pages = "10377--10392",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-finelap,
    title = "{F}ine{LAP}: Taming Heterogeneous Supervision for Fine-grained Language-Audio Pretraining",
    author = "Li, Xiquan  and
      Xu, Xuenan  and
      Ma, Ziyang  and
      Chen, Wenxi  and
      He, Haolin  and
      Kong, Qiuqiang  and
      Chen, Xie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.473/",
    pages = "10393--10408",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-ocr,
    title = "{OCR}-Memory: Optical Context Retrieval for Long-Horizon Agent Memory",
    author = "Li, Jinze  and
      Zhang, Yang  and
      Yang, Xin  and
      QU, Jiayi  and
      Xu, Jinfeng  and
      Yang, Shuo  and
      Ding, Junhua  and
      Ngai, Edith Cheuk-Han",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.474/",
    pages = "10409--10420",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wei-etal-2026-past,
    title = "From Past To Path: Masked History Learning for Next-Item Prediction in Generative Recommendation",
    author = "Wei, Kaiwen  and
      he, Kejun  and
      Kang, Xiaomian  and
      Zhang, Jie  and
      Ymyang  and
      Jin, Li  and
      Li, Zhenyang  and
      Zhong, Jiang  and
      Bai, Richard He  and
      Zhu, Junnan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.475/",
    pages = "10421--10441",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-muse,
    title = "{M}u{S}e: Multi-Stage Graph Reasoning via Vision-Language Models",
    author = "Wang, Guanyu  and
      Chu, Xu  and
      Tan, Zhijie  and
      Chen, Xinrong  and
      Mo, Tong  and
      Li, Weiping",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.476/",
    pages = "10442--10462",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lin-etal-2026-reasoning,
    title = "Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation",
    author = "Lin, Dongding  and
      Wang, Jian  and
      Li, Yongqi  and
      Li, Wenjie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.477/",
    pages = "10463--10481",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-agents,
    title = "When Agents Look the Same: Quantifying Distillation-Induced Similarity in Tool-Use Behaviors",
    author = "Yang, Chenghao  and
      Zhang, Yuning  and
      Wen, Zhoufutu  and
      Gong, Tao  and
      Liu, Jiaheng  and
      Chu, Qi  and
      Yu, Nenghai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.478/",
    pages = "10482--10502",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ge-etal-2026-mind,
    title = "Mind the ({DH}) Gap! A Contrast in Risky Choices Between Reasoning and Conversational {LLM}s",
    author = "Ge, Luise  and
      Zhang, Yongyan  and
      Vorobeychik, Yevgeniy",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.479/",
    pages = "10503--10525",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hou-etal-2026-beyond,
    title = "Beyond Single-View Detection: A Dual-Space Reasoning Framework for Interpretable Harmful Meme Understanding",
    author = "Hou, Wenqing  and
      Tu, Hongkui  and
      Wang, Ye  and
      Zhang, Yue  and
      Liu, Yuying  and
      Zhu, Dong  and
      Gao, Liqun  and
      Zhou, Bin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.480/",
    pages = "10526--10544",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-experts,
    title = "From Experts to Bases: Orthogonal Subspace Mixture for Continual Multimodal Instruction Tuning",
    author = "Chen, Pei  and
      Wang, Xilai  and
      Shiqixu  and
      Li, Zejian  and
      Sun, Lingyun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.481/",
    pages = "10545--10561",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-distilling,
    title = "Distilling Large Embeddings via Hyperspherical Householder Quantization",
    author = "Wang, Yihang  and
      Wu, Bin  and
      Su, Yueyang  and
      Zhang, Tianfu  and
      Du, Yiqi  and
      Yu, Lei  and
      Guo, Jiafeng  and
      Cheng, Xueqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.482/",
    pages = "10562--10576",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ashuach-etal-2026-masked,
    title = "Masked by Consensus: Disentangling Privileged Knowledge in {LLM} Correctness",
    author = "Ashuach, Tomer  and
      Gretz, Shai  and
      Katz, Yoav  and
      Belinkov, Yonatan  and
      Ein-Dor, Liat",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.483/",
    pages = "10577--10596",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-unified,
    title = "Unified Thinker: A General Reasoning Core for Image Generation",
    author = "Zhou, Sashuai  and
      Zhou, Qiang  and
      Hu, Jijin  and
      Yang, Hanqing  and
      Cao, Yue  and
      Ma, Junpeng  and
      Ma, Yinchao  and
      Song, Jun  and
      Ge, Tiezheng  and
      Yu, Cheng  and
      Zheng, Bo  and
      Zhao, Zhou",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.484/",
    pages = "10597--10613",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sun-etal-2026-visual,
    title = "Visual and Memory{--}Augmented Soccer Commentary Generation",
    author = "Sun, Haoran  and
      Kertkeidkachorn, Natthawut  and
      Shirai, Kiyoaki",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.485/",
    pages = "10614--10629",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{su-etal-2026-instructdiff,
    title = "{I}nstruct{D}iff: Domain-Adaptive Data Selection via Contrastive Entropy for Efficient {LLM} Fine-Tuning",
    author = "Su, Junyou  and
      Zhu, He  and
      Luo, Xiao  and
      Zhang, Liyu  and
      Zhou, Hong-Yu  and
      Chen, Yun  and
      Li, Peng  and
      Liu, Yang  and
      Chen, Guanhua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.486/",
    pages = "10630--10648",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-jakiro,
    title = "Jakiro: Boosting Speculative Decoding via Decoupled {M}o{E}",
    author = "Huang, Haiduo  and
      Yang, Fuwei  and
      Liu, Zhenhua  and
      Ren, Pengju",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.487/",
    pages = "10649--10668",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{greenfeld-tsarfaty-2026-beyond,
    title = "Beyond Word Boundaries: A {H}ebrew Coreference Benchmark and an Evaluation Protocol for Morphologically Complex Text",
    author = "Greenfeld, Refael Shaked  and
      Tsarfaty, Reut",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.488/",
    pages = "10669--10683",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shan-etal-2026-reasoning,
    title = "Reasoning with Ontology Graph: Toward Type-Constrained Knowledge Graph Question Answering",
    author = "Shan, Yongxue  and
      Peng, Jie  and
      Dong, Zixuan  and
      Hu, Fei  and
      Wang, Xiaodong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.489/",
    pages = "10684--10697",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-visual,
    title = "Visual Self-Fulfilling Alignment: Shaping Safety-Oriented Personas via Threat-Related Images",
    author = "Yang, Qishun  and
      Yang, Shu  and
      Hu, Lijie  and
      Wang, Di",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.490/",
    pages = "10698--10718",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-grasprune,
    title = "{GRASP}rune: Global Gating for Budgeted Structured Pruning of Large Language Models",
    author = "Wang, Ziyang  and
      Xiao, Jiangfeng  and
      Xiao, Chuan  and
      LI, Ruoxiang  and
      Mao, Rui  and
      Qin, Jianbin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.491/",
    pages = "10719--10736",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiang-etal-2026-glisters,
    title = "All That Glisters Is Not Gold: A Benchmark for Reference-Free Counterfactual Financial Misinformation Detection",
    author = "Jiang, Yuechen  and
      Liu, Zhiwei  and
      Cao, Yupeng  and
      He, Yueru  and
      Xu, Ziyang  and
      Xu, Chen  and
      Deng, Zhiyang  and
      Tiwari, Prayag  and
      Chen, Xi  and
      Lopez-Lira, Alejandro  and
      Huang, Jimin  and
      Tsujii, Junichi  and
      Ananiadou, Sophia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.492/",
    pages = "10737--10776",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{dai-etal-2026-musical,
    title = "Musical Score Understanding Benchmark: Evaluating Large Language Models' Comprehension of Complete Musical Scores",
    author = "Dai, Congren  and
      Yang, Yue  and
      Li, Krinos  and
      Zhou, Huichi  and
      Liang, Shijie  and
      Bo, Zhang  and
      Liu, Enyang  and
      Jin, Ge  and
      An, Hongran  and
      Zhang, Haosen  and
      Jing, Peiyuan  and
      Lee, KinHei  and
      Zhang, Zhenxuan  and
      Li, Xiaobing  and
      Sun, Maosong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.493/",
    pages = "10777--10799",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{she-etal-2026-echovlm,
    title = "{E}cho{VLM}: Dynamic Mixture-of-Experts Vision-Language Model for Universal Ultrasound Intelligence",
    author = "She, Chaoyin  and
      Lu, Ruifang  and
      Chen, Lida  and
      Wang, Wei  and
      Huang, Qinghua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.494/",
    pages = "10800--10822",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{truong-le-2026-critical,
    title = "Critical-{C}o{T}: A Robust Defense Framework against Reasoning-Level Backdoor Attacks in Large Language Models",
    author = "Truong, Vu Tuan  and
      Le, Long Bao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.495/",
    pages = "10823--10841",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-llms,
    title = "How Do {LLM}s and {VLM}s Understand Viewpoint Rotation Without Vision? An Interpretability Study",
    author = "Yang, Zhen  and
      Jian, Ping  and
      Guo, Zhongbin  and
      Zhang, Zuming  and
      Li, Chengzhi  and
      Deng, Yonghong  and
      Zhang, Xinyue  and
      Lu, Wenpeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.496/",
    pages = "10842--10864",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{molfetta-etal-2026-sycophants,
    title = "Sycophants in the Courtroom: Are {LLM}s Fragile to Juridical Authority and Evolving Legal Standards?",
    author = "Molfetta, Lorenzo  and
      Cocchieri, Alessio  and
      Ragazzi, Luca  and
      Bartolini, Ilaria  and
      Patella, Marco  and
      Moro, Gianluca",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.497/",
    pages = "10865--10886",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{krsteski-etal-2026-valid,
    title = "Valid Survey Simulations with Limited Human Data: The Roles of Prompting, Fine-Tuning, and Rectification",
    author = "Krsteski, Stefan  and
      Russo, Giuseppe  and
      Chang, Serina  and
      West, Robert  and
      Gligori{\textbackslash}'c, Kristina",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.498/",
    pages = "10887--10906",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-odutqa,
    title = "{ODUTQA}-{MDC}: A Task for Open-Domain Underspecified Tabular {QA} with Multi-turn Dialogue-based Clarification",
    author = "Wang, Zhensheng  and
      Lin, ZhanTeng  and
      Yang, Wenmian  and
      Zhou, Kun  and
      Zhang, Yiquan  and
      Jia, Weijia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.499/",
    pages = "10907--10928",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ma-etal-2026-cubridge,
    title = "{C}u{B}ridge: An {LLM}-Based Framework for Understanding and Reconstructing High-Performance Attention Kernels",
    author = "Ma, Xing  and
      Zhou, Yangjie  and
      Sun, Wu  and
      Liu, Zihan  and
      Leng, Jingwen  and
      Lin, Yun  and
      Sun, Shixuan  and
      Guo, Minyi  and
      Dong, Jin Song",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.500/",
    pages = "10929--10946",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-learning,
    title = "Learning from Contrasts: Synthesizing Reasoning Paths from Diverse Search Trajectories",
    author = "Liu, Peiyang  and
      Chen, Zhirui  and
      Wang, Xi  and
      Liang, Di  and
      Li, Youru  and
      Cai, Zhi  and
      Ye, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.501/",
    pages = "10947--10969",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-defenses,
    title = "Defenses Against Prompt Attacks Learn Surface Heuristics",
    author = "Li, Li  and
      Yu, Chenxiao  and
      Ni, Zhiyu  and
      Li, Hao  and
      Peris, Charith  and
      Xiao, Chaowei  and
      Zhao, Yue",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.502/",
    pages = "10970--10987",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{dong-etal-2026-memory,
    title = "Memory-Augmented {LLM}-based Multi-Agent System for Automated Feature Generation on Tabular Data",
    author = "Dong, FengXian  and
      Zheng, Zhi  and
      Han, Xiao  and
      Chen, Wei  and
      Ruan, Jingqing  and
      Xu, Tong  and
      Chen, Yong  and
      Chen, Enhong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.503/",
    pages = "10988--11007",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liang-etal-2026-learning,
    title = "Learning from the Irrecoverable: Error-Localized Policy Optimization for Tool-Integrated {LLM} Reasoning",
    author = "Liang, Qiao  and
      Zhu, Yuke  and
      Ge, Chao  and
      Yang, Lei  and
      Shen, Ying  and
      Zheng, Bo  and
      Guo, Sheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.504/",
    pages = "11008--11028",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-liu-2026-learning,
    title = "Learning from Evolving Training Dynamics: An Entropy-Maximizing Data Curation Strategy for {LLM} Supervised Post-Training",
    author = "Zhang, Mengxiang  and
      Liu, Lingyuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.505/",
    pages = "11029--11045",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-reinforcement,
    title = "Reinforcement Learning on Pre-Training Data",
    author = "Li, Siheng  and
      Li, Kejiao  and
      Xu, Zenan  and
      Huang, Guanhua  and
      Li, Kun  and
      Wu, Haoyuan  and
      Wujiajia  and
      Zheng, Zihao  and
      Zhang, Chenchen  and
      Shi, Kun  and
      Gong, Xue  and
      Yi, Qi  and
      Xiong, Ruibin  and
      Xu, Tingqiang  and
      Jiang, Yuhao  and
      Yan, Jianfeng  and
      Zeng, Yuyuan  and
      Xu, Guanghui  and
      Xue, Jinbao  and
      xu, Zhijiang  and
      Fang, Zheng  and
      LI, Shuai  and
      Liu, Qibin  and
      Li, Xiaoxue  and
      Li, Zhuoyu  and
      Tao, Yangyu  and
      Gao, Fei  and
      Jiang, Cheng  and
      Wang, Bochao  and
      Liu, Kai  and
      Zhu, Jianchen  and
      Lam, Wai  and
      Zhou, Bo  and
      Wang, Di",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.506/",
    pages = "11046--11057",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wanna-etal-2026-limited,
    title = "Limited Linguistic Diversity in Embodied {AI} Datasets",
    author = "Wanna, Selma Liliane  and
      Luhtaru, Agnes  and
      Salfity, Jonathan  and
      Barron, Ryan  and
      Moore, Juston  and
      Matuszek, Cynthia  and
      Pryor, Mitch",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.507/",
    pages = "11058--11086",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-towards,
    title = "Towards Mitigating Modality Bias in Vision-Language Models for Temporal Action Localization",
    author = "Li, Jiaqi  and
      Wang, Guangming  and
      Zheng, Shuntian  and
      Ni, Minzhe  and
      Lu, Xiaoman  and
      Ye, Guanghui  and
      Guan, Yu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.508/",
    pages = "11087--11104",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-creditdecoding,
    title = "{C}redit{D}ecoding: Accelerating Parallel Decoding in Diffusion Large Language Models with Trace Credit",
    author = "Wang, Kangyu  and
      Jiang, Zhiyun  and
      Feng, Haibo  and
      Zhao, Weijia  and
      Liu, Lin  and
      Li, Jianguo  and
      Lan, Zhenzhong  and
      Lin, Weiyao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.509/",
    pages = "11105--11123",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mozafari-etal-2026-question,
    title = "Question Difficulty Estimation for Large Language Models via Answer Plausibility Scoring",
    author = "Mozafari, Jamshid  and
      Piryani, Bhawna  and
      Jatowt, Adam",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.510/",
    pages = "11124--11151",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-vector,
    title = "Vector Calligrapher: Generating Scalable Vector Graphics via Structured Linguistic Supervision",
    author = "Zhou, Bo  and
      Chen, Xikang  and
      Gong, Yan  and
      Zhang, Yin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.511/",
    pages = "11152--11168",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{geng-etal-2026-coquir,
    title = "{C}o{Q}u{IR}: A Comprehensive Benchmark for Code Quality-Aware Information Retrieval",
    author = "Geng, Jiahui  and
      Cai, Fengyu  and
      Cui, Shaobo  and
      Li, Qing  and
      Chen, Liangwei  and
      Lyu, Chenyang  and
      Li, Haonan  and
      Zhu, Derui  and
      Pretschner, Alexander  and
      Koeppl, Heinz  and
      Karray, Fakhri",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.512/",
    pages = "11169--11185",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-sherry,
    title = "Sherry: Hardware-Efficient 1.25-Bit Ternary Quantization via Fine-grained Sparsification",
    author = "Huang, Hong  and
      Wu, Decheng  and
      Hu, Qiangqiang  and
      Yu, Guanghua  and
      Yang, Jinhai  and
      Zhu, Jianchen  and
      Liu, Xue  and
      Wu, Dapeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.513/",
    pages = "11186--11204",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-dmn,
    title = "{DMN}: A Compositional Framework for Jailbreaking Multimodal {LLM}s with Multi-Image Inputs",
    author = "Xu, Wenzhuo  and
      Wei, Zhipeng  and
      Ying, Zonghao  and
      Zhang, Deyue  and
      Yang, Dongdong  and
      Zhang, Xiangzheng  and
      Zou, Quanchen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.514/",
    pages = "11205--11221",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{batorski-swoboda-2026-piast,
    title = "{PIAST}: Rapid Prompting with In-context Augmentation for Scarce Training data",
    author = "Batorski, Pawe{\{}{\textbackslash}l{\}}  and
      Swoboda, Paul",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.515/",
    pages = "11222--11242",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-progresslm,
    title = "{P}rogress{LM}: Towards Progress Reasoning in Vision-Language Models",
    author = "Zhang, Jianshu  and
      Qian, Chengxuan  and
      Sun, Haosen  and
      Lu, Haoran  and
      Wang, Dingcheng  and
      Xue, Letian  and
      Liu, Han",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.516/",
    pages = "11243--11271",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-forest,
    title = "Forest Before Trees: Latent Superposition for Efficient Visual Reasoning",
    author = "Wang, Yubo  and
      Zhang, Juntian  and
      Wu, Yichen  and
      Lin, Yankai  and
      Lukas, Nils  and
      Liu, Yuhan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.517/",
    pages = "11272--11288",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shi-etal-2026-beyond,
    title = "Beyond Pedagogical Principles: Multi-Horizon Preference Optimization for Efficient Socratic Tutoring",
    author = "Shi, Xin  and
      Zhang, Chao  and
      Zhu, Yifan  and
      Zhang, Xueqiao  and
      Luo, Yawei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.518/",
    pages = "11289--11306",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ma-etal-2026-protecting,
    title = "Protecting Language Models Against Unauthorized Distillation through Trace Rewriting",
    author = "Ma, Xinhang  and
      Yeoh, William  and
      Zhang, Ning  and
      Vorobeychik, Yevgeniy",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.519/",
    pages = "11307--11324",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xuan-etal-2026-confidence,
    title = "The Confidence Dichotomy: Analyzing and Mitigating Miscalibration in Tool-Use Agents",
    author = "Xuan, Weihao  and
      Zeng, Qingcheng  and
      Qi, Heli  and
      Xiao, Yunze  and
      Wang, Junjue  and
      Yokoya, Naoto",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.520/",
    pages = "11325--11349",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{v-s-torek-etal-2026-xoxo,
    title = "{XOXO}: Stealthy Cross-Origin Context Poisoning Attacks against {AI} Coding Assistants",
    author = "{\textbackslash}v{\{}S{\}}torek, Adam  and
      Gupta, Mukur  and
      Bhatt, Noopur  and
      Gupta, Aditya  and
      Kim, Janie  and
      Srivastava, Prashast  and
      Jana, Suman",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.521/",
    pages = "11350--11373",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-safemcp,
    title = "{S}afe{MCP}: Proactive Power Regulation for {LLM} Agent Defense via Environment-Grounded Look-Ahead Reasoning",
    author = "Wang, Lichao  and
      Ren, ZhaoXing  and
      Yang, Tianzhuo  and
      Ji, Jiaming  and
      Liu, Chi Harold  and
      Yang, Yaodong  and
      Dai, Juntao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.522/",
    pages = "11374--11396",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kawabata-sugawara-2026-c2,
    title = "C2: Scalable Rubric-Augmented Reward Modeling from Binary Preferences",
    author = "Kawabata, Akira  and
      Sugawara, Saku",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.523/",
    pages = "11397--11424",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhu-etal-2026-llada,
    title = "{LL}a{DA} 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models",
    author = "Zhu, Fengqi  and
      Wang, Rongzhen  and
      Nie, Shen  and
      Zhang, Xiaolu  and
      Wu, Chunwei  and
      Zhou, Jun  and
      Lin, Yankai  and
      Wen, Ji-Rong  and
      Li, Chongxuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.524/",
    pages = "11425--11460",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-harmrlvr,
    title = "{H}arm{RLVR}: Weaponizing Verifiable Rewards for Harmful {LLM} Alignment",
    author = "Liu, Yuexiao  and
      Li, Lijun  and
      Wang, Xingjun  and
      Shao, Jing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.525/",
    pages = "11461--11479",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ewais-etal-2026-just,
    title = "Just Pass Twice: Efficient Token Classification with {LLM}s for Zero-Shot {NER}",
    author = "Ewais, Ahmed  and
      Hashish, Ahmed  and
      Ali, Amr",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.526/",
    pages = "11480--11497",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhu-etal-2026-lifting,
    title = "Lifting Optimized Binaries to Canonical Compiler {IR} via Structure-Aware Retrieval and Iterative Verification",
    author = "Zhu, Xiaoao  and
      Ren, Jie  and
      Li, Zhiqiang  and
      Zheng, Jie  and
      Tang, Zhanyong  and
      Wang, Zheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.527/",
    pages = "11498--11516",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cai-etal-2026-provably,
    title = "Provably Safe Offline-to-Online {RL}: Decoupling Learning from Data-Driven Safety Enforcement",
    author = "Cai, Kaitong  and
      Zhang, Jusheng  and
      Wang, Keze",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.528/",
    pages = "11517--11536",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-shape,
    title = "{SHAPE}: Unifying Safety, Helpfulness and Pedagogy for Educational {LLM}s",
    author = "Zhao, Sihang  and
      Yu, Kangrui  and
      Yuan, Youliang  and
      He, Pinjia  and
      Wen, Hongyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.529/",
    pages = "11537--11553",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{han-etal-2026-evolving,
    title = "Evolving Sparsity: Leveraging Token Importance Dynamics for Efficient {LLM} Decoding with Sparse Attention",
    author = "Han, Ruizi  and
      Zhang, Miao  and
      Qiao, Ziyue  and
      Nie, Liqiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.530/",
    pages = "11554--11566",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liao-etal-2026-moa,
    title = "{MOA}: Multi-Objective Alignment for Role-Playing Agents",
    author = "Liao, Chonghua  and
      Wang, Ke  and
      Wu, Yuchuan  and
      Li, Ruoran  and
      Huang, Fei  and
      Li, Yongbin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.531/",
    pages = "11567--11588",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{vanmassenhove-2026-losing,
    title = "Losing our Tail, Again: (Un)Natural Selection {\&} Multilingual {LLM}s",
    author = "Vanmassenhove, Eva",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.532/",
    pages = "11589--11600",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lian-etal-2026-verbatim,
    title = "From Verbatim to Gist: Distilling Pyramidal Multimodal Memory via Semantic Information Bottleneck for Long-Horizon Video Agents",
    author = "Lian, Niu  and
      Wang, Yuting  and
      Yao, Hanshu  and
      Wang, Jinpeng  and
      Chen, Bin  and
      Wang, Yaowei  and
      Zhang, Min  and
      Xia, Shu-Tao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.533/",
    pages = "11601--11617",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-chain,
    title = "Chain-of-Memory: Lightweight Memory Construction with Dynamic Evolution for {LLM} Agents",
    author = "Xu, Xiucheng  and
      Xu, Bingbing  and
      Xueyun, Tian  and
      Huang, Zihe  and
      Chen, Rongxin  and
      Yunfan, Li  and
      Shen, Huawei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.534/",
    pages = "11618--11631",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-webcoderbench,
    title = "{W}eb{C}oder{B}ench: Benchmarking Web Application Generation with Comprehensive and Interpretable Evaluation Metrics",
    author = "Liu, Chenxu  and
      Fu, Yingjie  and
      Yang, Wei  and
      Zhang, Ying  and
      Xie, Tao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.535/",
    pages = "11632--11666",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ni-etal-2026-efficient,
    title = "Efficient Test-Time Scaling of Multi-Step Reasoning by Probing Internal States of Large Language Models",
    author = "Ni, Jingwei  and
      Fadeeva, Ekaterina  and
      Wu, Tianyi  and
      Akhtar, Mubashara  and
      Zhang, Jiaheng  and
      Ash, Elliott  and
      Leippold, Markus  and
      Baldwin, Timothy  and
      Ng, See-Kiong  and
      Shelmanov, Artem  and
      Sachan, Mrinmaya",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.536/",
    pages = "11667--11689",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-adaptive,
    title = "Adaptive Prompt Structure Factorization: A Framework for Self-Discovering and Optimizing Compositional Prompt Programs",
    author = "Liu, Haoyue  and
      Wang, Zhichao  and
      Guo, Yongxin  and
      Shou, Haoran  and
      Tang, Xiaoying",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.537/",
    pages = "11690--11714",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-cognitive,
    title = "Cognitive Alpha Mining via {LLM}-Driven Code-Based Evolution",
    author = "Liu, Fengyuan  and
      Huang, Yi  and
      Luo, Sichun  and
      Wang, Yuqi  and
      Yang, Yazheng  and
      Li, Xinye  and
      Hu, Zefa  and
      Feng, Junlan  and
      Liu, Qi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.538/",
    pages = "11715--11749",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liang-etal-2026-emotions,
    title = "Why Do Emotions Change? Appraisal-Guided Reasoning for Emotion{--}Cause Triplet Extraction in Conversations",
    author = "Liang, Qiao  and
      Shen, Ying  and
      Liu, Yao  and
      Chen, Tiantian  and
      Zhang, Lin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.539/",
    pages = "11750--11772",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tang-yang-2026-kv,
    title = "{KV}-Embedding: Training-free Text Embedding via Internal {KV} Re-routing in Decoder-only {LLM}s",
    author = "Tang, Yixuan  and
      Yang, Yi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.540/",
    pages = "11773--11794",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hu-etal-2026-fingerprinting,
    title = "Fingerprinting {LLM}s via Prompt Injection",
    author = "Hu, Yuepeng  and
      Jiang, Zhengyuan  and
      Li, Mengyuan  and
      Ahmed, Osama  and
      Huang, Zhicong  and
      Hong, Cheng  and
      Gong, Neil Zhenqiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.541/",
    pages = "11795--11810",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-exploring,
    title = "Exploring Layer Activation Dynamic of {C}o{T} via Knowledge Probe",
    author = "Zhang, Chuanxin  and
      Liu, Jiajun  and
      He, Yao  and
      Ke, Wenjun  and
      Wang, Peng  and
      Le, Yankun  and
      Liu, Sirui  and
      Yang, Zhaoyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.542/",
    pages = "11811--11830",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tewari-etal-2026-trust,
    title = "From Trust to Compromise: Outcome-Verified {LLM} Phishing Simulation and Real-Time Defense",
    author = "Tewari, Tulika  and
      Arachchilage, Nalin Asanka Gamagedara  and
      Challa, Jagat Sesh  and
      Kumar, Dhruv",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.543/",
    pages = "11831--11845",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{le-etal-2026-evonarrator,
    title = "{E}vo{N}arrator: Modeling Scientific Evolution for Feasible Hypothesis Generation",
    author = "Le, Xiaoying  and
      Qian, Pengfei  and
      Zhai, Yuanzhao  and
      Zhang, Xu  and
      Liu, Qian  and
      Dawei, Feng  and
      Ding, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.544/",
    pages = "11846--11865",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-decocal,
    title = "{D}eco{C}al: Decoding with Calibration in Diffusion Large Language Models",
    author = "Xu, Fan  and
      Zhang, Huixuan  and
      Wan, Xiaojun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.545/",
    pages = "11866--11880",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-livefact,
    title = "{L}ive{F}act: A Dynamic, Time-Aware Benchmark for {LLM}-Driven Fake News Detection",
    author = "Xu, Cheng  and
      Jin, Changhong  and
      Niu, Yingjie  and
      Yan, Nan  and
      Mei, Yuke  and
      Guan, Shuhao  and
      Chen, Liming  and
      Kechadi, Tahar",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.546/",
    pages = "11881--11910",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ren-etal-2026-beyond,
    title = "Beyond ``{I} Don{'}t Know'': Evaluating {LLM} Self-Awareness in Discriminating Data and Model Uncertainty",
    author = "Ren, Jingyi  and
      Wang, Ante  and
      Lai, Yunghwei  and
      Wang, Xiaolong  and
      Gong, Linlu  and
      Li, Weitao  and
      Ma, Weizhi  and
      Liu, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.547/",
    pages = "11911--11929",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gu-etal-2026-unlearners,
    title = "Unlearners Can Lie: Evaluating and Improving Honesty in {LLM} Unlearning",
    author = "Gu, Renjie  and
      Du, Jiazhen  and
      Zhang, Yihua  and
      Liu, Sijia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.548/",
    pages = "11930--11952",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{qu-etal-2026-matchtir,
    title = "{M}atch{TIR}: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching",
    author = "Qu, Changle  and
      Dai, Sunhao  and
      Cai, Hengyi  and
      Xu, Jun  and
      Wang, Shuaiqiang  and
      Yin, Dawei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.549/",
    pages = "11953--11968",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tang-etal-2026-knowledge,
    title = "Knowledge is Not Enough: Injecting {RL} Skills for Continual Adaptation",
    author = "Tang, Pingzhi  and
      Wang, Yiding  and
      Zhang, Muhan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.550/",
    pages = "11969--11997",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kumar-etal-2026-bhashasutra,
    title = "{B}hasha{S}utra: A Task-Centric Unified Survey of {I}ndian {NLP} Datasets, Corpora, and Resources",
    author = "Kumar, Raghvendra  and
      Raj, Devankar  and
      Saha, Sriparna",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.551/",
    pages = "11998--12064",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{emura-sugawara-2026-dual,
    title = "A Dual-Task Paradigm to Investigate Sentence Comprehension Strategies in Language Models",
    author = "Emura, Rei  and
      Sugawara, Saku",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.552/",
    pages = "12065--12084",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zuo-etal-2026-diffusion,
    title = "Diffusion-{CAM}: Faithful Visual Explanations for d{MLLM}s",
    author = "Zuo, Haomin  and
      Li, Yidi  and
      Yang, Luoxiao  and
      Zhang, Xiaofeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.553/",
    pages = "12085--12101",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yan-etal-2026-beyond,
    title = "Beyond Noise: Characterizing Creative Potential in Unverifiable {LLM} Hallucinations",
    author = "Yan, Yu  and
      Zhang, Chunhong  and
      Zhao, Haiyu  and
      Zeng, Ziyang  and
      Liu, Zihao  and
      Wu, Yongkang  and
      Diao, Jianzhou  and
      {\textbackslash}begin{\{}CJK*{\}}{\{}UTF8{\}}{\{}gbsn{\}}陈奕杰{\textbackslash}end{\{}CJK*{\}}  and
      Wang, Shujie  and
      Hu, Zheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.554/",
    pages = "12102--12124",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gao-etal-2026-llm,
    title = "{LLM}-{SLM} Collaborative Framework of Idiomatic Expression Generation",
    author = "Gao, Hui  and
      Song, Changhao  and
      Zhang, Peng  and
      Zhang, Jing  and
      Yang, Chang  and
      Ge, Liuxian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.555/",
    pages = "12125--12145",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{long-etal-2026-focus,
    title = "Focus-d{LLM}: Accelerating Long-Context Diffusion {LLM} Inference via Confidence-Guided Context Focusing",
    author = "Long, Lingkun  and
      Huang, Yushi  and
      Bai, Shihao  and
      Gong, Ruihao  and
      Zhang, Jun  and
      Zhou, Ao  and
      Yang, Jianlei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.556/",
    pages = "12146--12160",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-table,
    title = "Table Question Answering in the Era of Large Language Models: A Comprehensive Survey of Tasks, Methods, and Evaluation",
    author = "Zhou, Wei  and
      Ma, Bolei  and
      Friedrich, Annemarie  and
      Mesgar, Mohsen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.557/",
    pages = "12161--12189",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-routemoa,
    title = "{R}oute{M}o{A}: Dynamic Routing without Pre-Inference Boosts Efficient Mixture-of-Agents",
    author = "Wang, Jize  and
      Wu, Han  and
      You, Zhiyuan  and
      Song, Yiming  and
      Wang, Yijun  and
      Shan, Zifei  and
      Li, Yining  and
      Zhang, Songyang  and
      Le, Xinyi  and
      Chen, Cailian  and
      Guan, Xinping  and
      Tao, Dacheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.558/",
    pages = "12190--12208",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{bigoulaeva-etal-2026-patches,
    title = "Patches of Nonlinearity: Instruction Vectors in Large Language Models",
    author = "Bigoulaeva, Irina  and
      Rohweder, Jonas  and
      Dutta, Subhabrata  and
      Gurevych, Iryna",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.559/",
    pages = "12209--12262",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kart-a-v-c-etal-2026-reasoning,
    title = "Reasoning Gets Harder for {LLM}s Inside A Dialogue",
    author = "Kart{\textbackslash}'a{\textbackslash}v{\{}c{\}}, Ivan  and
      Lango, Mateusz  and
      Dusek, Ondrej",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.560/",
    pages = "12263--12303",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-capability,
    title = "Capability Decomposition for Unified Information Extraction via Hierarchical Mixture-of-Experts",
    author = "Zhou, Jing  and
      Wang, Peng  and
      Ke, Wenjun  and
      Liu, Jiajun  and
      He, Yao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.561/",
    pages = "12304--12318",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-pdr,
    title = "{PDR}: A Plug-and-Play Positional Decay Framework for {LLM} Pre-training Data Detection",
    author = "Liu, Jinhan  and
      Yang, Yibo  and
      Lu, Ruiying  and
      Pi{\textbackslash}k{\{}e{\}}kos, Piotr  and
      Chen, Yimeng  and
      Wang, Peng  and
      Guo, Dandan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.562/",
    pages = "12319--12344",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-prism,
    title = "{PRISM}: Probabilistic Reward Model with Inherent Structural Modeling",
    author = "Zhou, Yuhang  and
      Cao, Yixin  and
      Ni, Yuchen  and
      Dou, Shihan  and
      Chen, Xutian  and
      Zhang, Ge  and
      Liu, Xiang  and
      Ye, Guangnan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.563/",
    pages = "12345--12362",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{almheiri-etal-2026-multilingual,
    title = "Multilingual Idioms in Sentences and Conversations Across High-, Medium-, and Low-Resource Languages",
    author = "Almheiri, Saeed  and
      Elbouardi, Bilal  and
      Pranida, Salsabila Zahirah  and
      Nikishina, Irina  and
      B, Ashwath Rao  and
      Krishnamurthy, Parameswari  and
      Airlangga, Muhammad Cendekia  and
      Genadi, Rifo Ahmad  and
      Bao, Nguyen Phan Gia  and
      Yari, Amir Hossein  and
      Toyin, Hawau Olamide  and
      Mukhituly, Nurdaulet  and
      Attia, Mena  and
      Hassan, Besher  and
      Hidayatullah, Ahmad Fathan  and
      Kuribayashi, Tatsuki  and
      Li, Haonan  and
      Bhat, Suma  and
      Koto, Fajri",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.564/",
    pages = "12363--12389",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ruan-gurevych-2026-author,
    title = "Author-in-the-Loop Response Generation and Evaluation: Integrating Author Expertise and Intent in Responses to Peer Review",
    author = "Ruan, Qian  and
      Gurevych, Iryna",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.565/",
    pages = "12390--12418",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{veprikov-etal-2026-weightlora,
    title = "{W}eight{L}o{RA}: Keep Only Necessary Adapters",
    author = "Veprikov, Andrey  and
      Solodkin, Vladimir  and
      Alexander, Zyl  and
      Savchenko, Andrey  and
      Beznosikov, Aleksandr",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.566/",
    pages = "12419--12437",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{c-s-ahinu-c-c-etal-2026-reward,
    title = "Reward Modeling for Scientific Writing Evaluation",
    author = "{\textbackslash}c{\{}S{\}}ahinu{\textbackslash}c{\{}c{\}}, Furkan  and
      Dutta, Subhabrata  and
      Gurevych, Iryna",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.567/",
    pages = "12438--12479",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{peng-etal-2026-deriving,
    title = "Deriving Character Logic from Storyline as Codified Decision Trees",
    author = "Peng, Letian  and
      Zhou, Kun  and
      Yun, Longfei  and
      Hou, Yupeng  and
      Shang, Jingbo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.568/",
    pages = "12480--12509",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-gasim,
    title = "{GAS}im: A Graph-Accelerated Hybrid Framework for Social Simulation",
    author = "Zhou, Xuan  and
      Sun, Yanhui  and
      Yao, Hantao  and
      He, Allen  and
      Zhang, Yongdong  and
      Liu, Wu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.569/",
    pages = "12510--12528",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lyu-etal-2026-mock,
    title = "Mock Worlds, Real Skills: Building Small Agentic Language Models with Synthetic Tasks, Simulated Environments, and Rubric-Based Rewards",
    author = "Lyu, Yuanjie  and
      Wang, Chengyu  and
      Shen, Lei  and
      Huang, Jun  and
      Xu, Tong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.570/",
    pages = "12529--12545",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-investigating-cross,
    title = "Investigating Cross-Modal Skill Injection: Scenarios, Methods, and Hyperparameters",
    author = "Xu, Zhiyu  and
      Wang, Lean  and
      Liu, Yuanxin  and
      Li, Lei  and
      Zhou, Hao  and
      Meng, Fandong  and
      Zhou, Jie  and
      Sun, Xu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.571/",
    pages = "12546--12563",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-bidirectional,
    title = "The Bidirectional Process Reward Model",
    author = "Zhang, Lingyin  and
      Gao, Jun  and
      Ren, Xiaoxue  and
      Cao, Ziqiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.572/",
    pages = "12564--12580",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-agentmark,
    title = "{A}gent{M}ark: Utility-Preserving Behavioral Watermarking for Agents",
    author = "Huang, Kaibo  and
      Tan, Jin  and
      Wei, Yukun  and
      Li, Wanling  and
      Zhang, Zipei  and
      Tian, Hui  and
      Yang, Zhongliang  and
      Zhou, Linna",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.573/",
    pages = "12581--12603",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-generative,
    title = "Generative Gamer: Learning Equilibrium Strategy by {LLM}-driven Dynamic Deduction",
    author = "Zhang, Yadong  and
      Shen, Xinshu  and
      Ren, Yupei  and
      Zhao, Shangqing  and
      Lan, Man",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.574/",
    pages = "12604--12617",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tsipidi-etal-2026-probing,
    title = "Probing for Reading Times",
    author = "Tsipidi, Eleftheria  and
      Kiegeland, Samuel  and
      Re, Francesco Ignazio  and
      Xu, Tianyang  and
      Giulianelli, Mario  and
      Stanczak, Karolina  and
      Cotterell, Ryan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.575/",
    pages = "12618--12642",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-stale,
    title = "No More Stale Feedback: Co-Evolving Critics for Open-World Agent Learning",
    author = "Li, Zhicong  and
      Jiang, Lingjie  and
      Hu, Yulan  and
      Zeng, Xingchen  and
      Li, Yixia  and
      Zhang, Xiangwen  and
      Chen, Guanhua  and
      Pan, Zheng  and
      Li, Xin  and
      Liu, Yong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.576/",
    pages = "12643--12660",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cho-2026-continuous,
    title = "Continuous Interpretive Steering for Scalar Diversity",
    author = "Cho, Ye-eun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.577/",
    pages = "12661--12678",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tang-etal-2026-scalable,
    title = "A Scalable Multi-{LLM} Collaboration System with Retrieval-based Selection and Exploration-Exploitation-Driven Enhancement",
    author = "Tang, Shengji  and
      Cao, Jianjian  and
      Lin, Weihao  and
      Hong, Jiale  and
      Zhang, Bo  and
      Hu, Shuyue  and
      Bai, Lei  and
      Chen, Tao  and
      Ouyang, Wanli  and
      Ye, Peng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.578/",
    pages = "12679--12697",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-form,
    title = "From Form to Logic: Masked Reconstruction and Reasoning Distillation for Short Video Fake News Detection",
    author = "Wang, Qingyan  and
      Wu, Lianwei  and
      Wang, Botao  and
      Wangkang  and
      Wang, Yaxiong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.579/",
    pages = "12698--12711",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-ur2,
    title = "{UR}$^2$ : Unify {RAG} and Reasoning through Reinforcement Learning",
    author = "Li, Weitao  and
      Xiang, Boran  and
      Wang, Xiaolong  and
      Ren, Jingyi  and
      Wang, Ante  and
      Gou, Zhinan  and
      Ma, Weizhi  and
      Liu, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.580/",
    pages = "12712--12751",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xiang-etal-2026-llm,
    title = "{LLM}-as-Scheduler: Agentic Workflow Dynamic Scheduling",
    author = "Xiang, Dawei  and
      Chu, Kexin  and
      Xu, Wenyan  and
      Zhang, Wenhui  and
      Zhang, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.581/",
    pages = "12752--12763",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{guo-etal-2026-mathematical,
    title = "Mathematical Proof as a Litmus Test: Revealing Failure Modes of Advanced Large Reasoning Models",
    author = "Guo, Dadi  and
      Liu, Jiayu  and
      Fan, Zhiyuan  and
      He, Zhitao  and
      Li, Haoran  and
      Li, Yuxin  and
      Wang, Yumeng  and
      Fung, Yi R.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.582/",
    pages = "12764--12804",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yan-etal-2026-memory,
    title = "Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning",
    author = "Yan, Sikuan  and
      Yang, Xiufeng  and
      Huang, Zuchao  and
      Nie, Ercong  and
      Ding, Zifeng  and
      Li, Zonggen  and
      Ma, Xiaowen  and
      Bi, Jinhe  and
      Kersting, Kristian  and
      Pan, Jeff Z.  and
      Schuetze, Hinrich  and
      Tresp, Volker  and
      Ma, Yunpu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.583/",
    pages = "12805--12825",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-costbench,
    title = "{C}ost{B}ench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for {LLM} Tool-Use Agents",
    author = "Liu, Jiayu  and
      Qian, Cheng  and
      Su, Zhaochen  and
      Zong, Qing  and
      Huang, Shijue  and
      He, Bingxiang  and
      Fung, Yi R.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.584/",
    pages = "12826--12858",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ding-etal-2026-decoding,
    title = "Decoding Scientific Experimental Images: The {SPUR} Benchmark for Perception, Understanding, and Reasoning",
    author = "Ding, Junpeng  and
      Tang, Zichen  and
      E, Haihong  and
      Ji, Mengyuan  and
      Liu, Yang  and
      Tian, Haolin  and
      Sun, Haiyang  and
      Sun, Pengqi  and
      Xu, Yang  and
      Liu, Yichen  and
      Gao, Haocheng  and
      Xi, Zijie  and
      Jiang, Ruomeng  and
      Zhao, Peizhi  and
      Li, Rongjin  and
      Li, Yuanze  and
      Liu, Jiacheng  and
      Yang, Zhongjun  and
      Chen, Jintong  and
      Lin, Siying",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.585/",
    pages = "12859--12882",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-segtune,
    title = "{S}eg{T}une: Structured and Fine-Grained Control for Song Generation",
    author = "Wang, Yuejiao  and
      Ji, Zihao  and
      Cai, Pengfei  and
      Li, Xu  and
      Zheng, Haorui  and
      Song, Zewen  and
      Liu, Zhongliang  and
      Zhang, Chen  and
      Wan, Pengfei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.586/",
    pages = "12883--12897",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lei-etal-2026-making,
    title = "Making Large Language Models Efficient Dense Retrievers",
    author = "Lei, Yibin  and
      He, Shwai  and
      Li, Ang  and
      Yates, Andrew",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.587/",
    pages = "12898--12913",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-lightweight,
    title = "Lightweight {LLM} Agent Memory with Small Language Models",
    author = "Zhang, Jiaquan  and
      Zhang, Chaoning  and
      Chen, Shuxu  and
      Huang, Zhenzhen  and
      Zheng, Pengcheng  and
      Wang, Zhicheng  and
      Guo, Ping  and
      Mo, Fan  and
      Bae, Sung-Ho  and
      Zou, Jie  and
      Wei, Jiwei  and
      Yang, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.588/",
    pages = "12914--12929",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-heterospec,
    title = "{H}etero{S}pec: Leveraging Contextual Heterogeneity for Efficient Speculative Decoding",
    author = "Liu, Siran  and
      Ye, Yang  and
      Zhu, Qianchao  and
      Cao, Zane  and
      He, Yongchao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.589/",
    pages = "12930--12947",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{duderstadt-helm-2026-model,
    title = "A Model of the Language Process",
    author = "Duderstadt, Brandon  and
      Helm, Hayden",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.590/",
    pages = "12948--12959",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{guo-etal-2026-rethinking,
    title = "Rethinking Table Pruning in {T}able{QA}: From Sequential Revisions to Gold Trajectory-Supervised Parallel Search",
    author = "Guo, Yu  and
      Ye, Shenghao  and
      Chen, Shuangwu  and
      Wen, Zijian  and
      Zhang, Tao  and
      Qirui, Bai  and
      Jin, Dong  and
      Hou, Yunpeng  and
      He, Huasen  and
      Jianyang  and
      Tan, Xiaobin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.591/",
    pages = "12960--12976",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fan-etal-2026-interleaved,
    title = "Interleaved Tool-Call Reasoning for Protein Function Understanding",
    author = "Fan, Chuanliu  and
      Ma, Zicheng  and
      Meng, Huanran  and
      Zhang, Aijia  and
      Du, Wenjie  and
      Zhang, Jun  and
      Cao, Ziqiang  and
      Fu, Guohong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.592/",
    pages = "12977--12995",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{corso-etal-2026-among,
    title = "Among Us: Language of Conspiracy Theorists on Mainstream {R}eddit",
    author = "Corso, Francesco  and
      Russo, Giuseppe  and
      Pierri, Francesco  and
      Morales, Gianmarco De Francisci",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.593/",
    pages = "12996--13017",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zeng-etal-2026-hybridkv,
    title = "{H}ybrid{KV}: Hybrid {KV} Cache Compression for Efficient Multimodal Large Language Model Inference",
    author = "Zeng, Bowen  and
      Ren, Feiyang  and
      Zhang, Jun  and
      Gu, Xiaoling  and
      Chen, Ke  and
      Shou, Lidan  and
      Li, Huan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.594/",
    pages = "13018--13034",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ma-etal-2026-breaking,
    title = "Breaking Down and Building Up: Mixture of Skill-Based Vision-and-Language Navigation Agents",
    author = "Ma, Tianyi  and
      Zhang, Yue  and
      Wang, Zehao  and
      Kordjamshidi, Parisa",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.595/",
    pages = "13035--13065",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zimo-etal-2026-bridging,
    title = "Bridging Distance and Spectral Positional Encodings via Anchor-Based Diffusion Geometry Approximation",
    author = "Zimo, Yan  and
      Xie, Zheng  and
      Duan, Runfan  and
      Liu, Chang  and
      Du, Wumei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.596/",
    pages = "13066--13085",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{si-etal-2026-goal,
    title = "A Goal Without a Plan Is Just a Wish: Efficient and Effective Global Planner Training for Long-Horizon Agent Task",
    author = "Si, Shuzheng  and
      Zhao, Haozhe  and
      Luo, Kangyang  and
      Chen, Gang  and
      Qi, Fanchao  and
      Zhang, Minjia  and
      Chang, Baobao  and
      Sun, Maosong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.597/",
    pages = "13086--13113",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{laiyk-etal-2026-stereotype,
    title = "Stereotype Bias in a Bilingual Setting: A Culturally Grounded Evaluation in {K}azakhstan",
    author = "Laiyk, Nurkhan  and
      Orel, Daniil  and
      Mussabayeva, Ayana  and
      Goloburda, Maiya  and
      Kuishibekova, Kamila  and
      Goloburda, Liya  and
      Turmakhan, Diana  and
      Nakov, Preslav  and
      Wang, Yuxia  and
      Koto, Fajri",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.598/",
    pages = "13114--13131",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{palta-etal-2026-arguments,
    title = "Arguments that Alter Minds: {LLM} Rationales Sway Human (and {LLM}) Notions of Plausibility",
    author = "Palta, Shramay  and
      Rankel, Peter A.  and
      Wiegreffe, Sarah  and
      Rudinger, Rachel",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.599/",
    pages = "13132--13152",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-glare,
    title = "{GLARE}: Agentic Reasoning for Legal Judgment Prediction",
    author = "Yang, Xinyu  and
      Deng, Chenlong  and
      Dou, Zhicheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.600/",
    pages = "13153--13170",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-vista,
    title = "Vista-{LLM}: Decoupled Query-Guided Visual Token Pruning for Efficient Long-Video Large Language Models",
    author = "Li, Zhenyu  and
      Li, Zuchao  and
      Wang, Ping  and
      Zhang, Lefei  and
      Ai, Haojun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.601/",
    pages = "13171--13187",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ying-etal-2026-robofailring,
    title = "{R}obo{F}ail{R}ing: Retrieval-Augmented and Language Grounding Failure Detection for {VLM}-enabled Robotic Manipulation",
    author = "Ying, Chenduo  and
      Du, Linkang  and
      Shu, Yuanchao  and
      Cheng, Peng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.602/",
    pages = "13188--13202",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-scaling,
    title = "Scaling Law for Multimodal Large Language Model Supervised Fine-Tuning",
    author = "Zhang, YiFan  and
      Yu, Tao  and
      Li, Feng  and
      Fu, Chaoyou  and
      Hu, Yibo  and
      Wang, Kun  and
      Wen, Qingsong  and
      Zhang, Zhang  and
      Wang, Liang  and
      Jin, Rong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.603/",
    pages = "13203--13228",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-crochetbench,
    title = "{C}rochet{B}ench: Can Vision-Language Models Move from Describing to Doing in Crochet Domain?",
    author = "Li, Peiyu  and
      Huang, Xiaobao  and
      Hua, Ting  and
      Chawla, Nitesh V",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.604/",
    pages = "13229--13251",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{qin-etal-2026-dora,
    title = "{DORA}: A Dual-Objective Reinforcement Learning Framework for Effective and Efficient Multimodal Agentic Search",
    author = "Qin, Guangming  and
      Deng, Yuhao  and
      Zhao, Yukun  and
      Li, Zhenyang  and
      Wang, Junfeng  and
      Yin, Dawei  and
      Yuan, Ye  and
      Wang, Guoren  and
      Yan, Yizhou  and
      Chai, Chengliang  and
      Cao, Lei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.605/",
    pages = "13252--13272",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fan-etal-2026-iuq,
    title = "{IUQ}: Interrogative Uncertainty Quantification for Long-Form Large Language Model Generation",
    author = "Fan, Haozhi  and
      Duan, Jinhao  and
      Xu, Kaidi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.606/",
    pages = "13273--13289",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kim-etal-2026-codestruct,
    title = "{CODESTRUCT}: Code Agents over Structured Action Spaces",
    author = "Kim, Myeongsoo  and
      Hsu, Chao-Chun  and
      Wang, Dingmin  and
      Garg, Shweta  and
      Kumar, Varun  and
      Ramanathan, Murali Krishna",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.607/",
    pages = "13290--13306",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gourabathina-etal-2026-answering,
    title = "Answering the Wrong Question: Reasoning Trace Inversion for Abstention in {LLM}s",
    author = "Gourabathina, Abinitha  and
      Padhi, Inkit  and
      Nagireddy, Manish  and
      Chaudhury, Subhajit  and
      Sattigeri, Prasanna",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.608/",
    pages = "13307--13324",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-beyond-single,
    title = "Beyond Single-shot Writing: Deep Research Agents are Unreliable at Multi-turn Report Revision",
    author = "Chen, Bingsen  and
      Li, Boyan  and
      Nie, Ping  and
      Zhang, Yuyu  and
      Ye, Xi  and
      Zhao, Chen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.609/",
    pages = "13325--13356",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shu-etal-2026-fincall,
    title = "{F}in{C}all-Surprise: A Large Scale Multi-modal Benchmark for Earning Surprise Prediction",
    author = "Shu, Dong  and
      Liu, Yanguang  and
      Zhang, Huopu  and
      Du, Mengnan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.610/",
    pages = "13357--13370",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-alden,
    title = "{ALDEN}: Reinforcement Learning for Active Navigation and Evidence Gathering in Long Documents",
    author = "Yang, Tianyu  and
      Ruas, Terry  and
      Tian, Yijun  and
      Wahle, Jan Philip  and
      Kurzawe, Daniel  and
      Gipp, Bela",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.611/",
    pages = "13371--13392",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-reinforced,
    title = "Reinforced Informativeness Optimization for Long-Form Retrieval-Augmented Generation",
    author = "Wang, Yuhao  and
      Ren, Ruiyang  and
      Wang, Yucheng  and
      Zhao, Xin  and
      Liu, Jing  and
      Wu, Hua  and
      Wang, Haifeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.612/",
    pages = "13393--13406",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gan-etal-2026-android,
    title = "Android Coach: Improve Online Agentic Training Efficiency with Single State Multiple Actions",
    author = "Gan, Guo  and
      Ding, Yuxuan  and
      Chen, Cong  and
      Ren, Yuwei  and
      Huang, Yin  and
      Zhou, Hong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.613/",
    pages = "13407--13428",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-inside,
    title = "Inside Out: Evolving User-Centric Core Memory Trees for Long-Term Personalized Dialogue Systems",
    author = "Zhao, Jihao  and
      Chen, Ding  and
      Fan, Zhaoxin  and
      Xu, Kerun  and
      Hu, Mengting  and
      Tang, Bo  and
      Xiong, Feiyu  and
      li, Zhiyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.614/",
    pages = "13429--13446",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shu-etal-2026-finchart,
    title = "{F}in{C}hart-Bench: Benchmarking Financial Chart Comprehension in Vision-Language Models",
    author = "Shu, Dong  and
      Yuan, Haoyang  and
      Wang, Yuchen  and
      Liu, Yanguang  and
      Zhang, Huopu  and
      Du, Mengnan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.615/",
    pages = "13447--13466",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tang-etal-2026-charts,
    title = "From Charts to Code: A Hierarchical Benchmark for Multimodal Models",
    author = "Tang, Jiahao  and
      Zhao, Henry Hengyuan  and
      Wu, Lijian  and
      Zhang, Zijian  and
      Tao, Yifei  and
      Mao, Dongxing  and
      Wan, Yang  and
      Tan, Jingru  and
      Zeng, Min  and
      Li, Min  and
      Wang, Alex Jinpeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.616/",
    pages = "13467--13566",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-learning,
    title = "Learning While Staying Curious: Entropy-Preserving Supervised Fine-Tuning via Adaptive Self-Distillation for Large Reasoning Models",
    author = "Wang, Hao  and
      Gu, Hao  and
      Piao, Hongming  and
      Gong, Kaixiong  and
      Ye, Yuxiao  and
      Yue, Xiangyu  and
      Han, Sirui  and
      Guo, Yike  and
      Wu, Dapeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.617/",
    pages = "13567--13581",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhong-etal-2026-toward,
    title = "Toward Consistent World Models with Multi-Token Prediction and Latent Semantic Enhancement",
    author = "Zhong, Qimin  and
      Liao, Hao  and
      Qin, Haiming  and
      Zhou, Mingyang  and
      Mao, Rui  and
      Chen, Wei  and
      Chao, Naipeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.618/",
    pages = "13582--13602",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chang-etal-2026-spiderflow,
    title = "{S}pider{F}low: Efficient Topology-Aware Scheduling for {LLM} Training Across Decentralized {GPU} Clusters",
    author = "Chang, Zihan  and
      He, Shuibing  and
      Zhou, Bo  and
      Xiao, Sheng  and
      Yang, Siling  and
      Wang, Rui  and
      Pan, Zhe",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.619/",
    pages = "13603--13615",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hua-etal-2026-unleashing,
    title = "Unleashing Spatial Reasoning in Multimodal Large Language Models via Textual Representation Guided Reasoning",
    author = "Hua, Jiacheng  and
      Yin, Yishu  and
      Wu, Yuhang  and
      Wang, Tai  and
      Huang, Yifei  and
      Liu, Miao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.620/",
    pages = "13616--13637",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fang-etal-2026-unicorn,
    title = "{U}ni{C}orn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision",
    author = "Fang, Zhen  and
      Han, Ruiyan  and
      Sun, XinYu  and
      Ma, Yuchen  and
      Wang, Ziheng  and
      Zeng, Yu  and
      Chen, Zehui  and
      Chen, Lin  and
      Huang, Wenxuan  and
      Xu, Wei-Jie  and
      Cao, Yi  and
      Zhao, Feng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.621/",
    pages = "13638--13669",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-li-2026-multimodal,
    title = "Why Multimodal In-Context Learning Lags Behind? Unveiling the Inner Mechanisms and Bottlenecks",
    author = "Wang, Yu  and
      Li, Sharon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.622/",
    pages = "13670--13685",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{qian-etal-2026-current,
    title = "Current Agents Fail to Leverage World Model as Tool for Foresight",
    author = "Qian, Cheng  and
      Acikgoz, Emre Can  and
      Li, Bingxuan  and
      Chen, Xiusi  and
      Zhang, Yuji  and
      He, Bingxiang  and
      Luo, Qinyu  and
      Tur, Gokhan  and
      Hakkani-T{\textbackslash}{''}ur, Dilek  and
      Li, Yunzhu  and
      Ji, Heng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.623/",
    pages = "13686--13723",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-language,
    title = "Language Model as Planner and Formalizer under Constraints",
    author = "Huang, Cassie  and
      Mohan, Stuti  and
      Yang, Ziyi  and
      Tellex, Stefanie  and
      Zhang, Li",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.624/",
    pages = "13724--13756",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhu-etal-2026-hela,
    title = "{H}e{L}a-Mem: Hebbian Learning and Associative Memory for {LLM} Agents",
    author = "Zhu, Jinchang  and
      Li, Jindong  and
      Zhang, Cheng  and
      Liu, Jiahong  and
      Yang, Menglin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.625/",
    pages = "13757--13769",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{he-etal-2026-locket,
    title = "Locket: Robust Feature-Locking Technique for Language Models",
    author = "He, Lipeng  and
      Duddu, Vasisht  and
      Asokan, N.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.626/",
    pages = "13770--13784",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cao-etal-2026-factual,
    title = "Can Factual Opinions Be Edited (Manipulated) in Large Language Models?",
    author = "Cao, Yuanpu  and
      Yin, Ziyi  and
      Ma, Fenglong  and
      Chen, Jinghui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.627/",
    pages = "13785--13801",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-zhang-2026-language,
    title = "Language of Thought Shapes Output Diversity in Large Language Models",
    author = "Xu, Shaoyang  and
      Zhang, Wenxuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.628/",
    pages = "13802--13816",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{qian-skantze-2026-aligning,
    title = "Aligning Backchannel and Dialogue Context Representations via Contrastive {LLM} Fine-Tuning",
    author = "Qian, Livia  and
      Skantze, Gabriel",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.629/",
    pages = "13817--13833",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-closing,
    title = "Closing the Spatial Execution Gap in Digital Whiteboards via Verifiable Reinforcement Learning",
    author = "Liu, Chang  and
      Wagley, Benjamin  and
      Wang, Zibo  and
      Belviranli, Mehmet E.  and
      Wu, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.630/",
    pages = "13834--13849",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tang-etal-2026-execverify,
    title = "{E}xec{V}erify: White-Box {RL} with Verifiable Stepwise Rewards for Code Execution Reasoning",
    author = "Tang, Lingxiao  and
      Ye, He  and
      Chu, Zhaoyang  and
      Ye, Muyang  and
      Liu, Zhongxin  and
      Ren, Xiaoxue  and
      Bao, Lingfeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.631/",
    pages = "13850--13875",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-prune,
    title = "Prune as You Generate: Online Rollout Pruning for Faster and Better {RLVR}",
    author = "Xu, Haobo  and
      Chen, Sirui  and
      Qiu, Ruizhong  and
      Yan, Yuchen  and
      Luo, Chen  and
      Cheng, Monica Xiao  and
      He, Jingrui  and
      Tong, Hanghang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.632/",
    pages = "13876--13893",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-mitigating,
    title = "Mitigating Legal Hallucinations via Symbolic Constraints and Analogical Precedents",
    author = "Huang, Zixuan  and
      Ma, Yanxiang  and
      Wang, Luhan  and
      Wang, Yunke  and
      Shi, Duo  and
      Xu, Chang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.633/",
    pages = "13894--13920",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liao-shi-2026-tokenization,
    title = "How Tokenization Limits Phonological Knowledge Representation in Language Models and How to Improve Them",
    author = "Liao, Disen  and
      Shi, Freda",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.634/",
    pages = "13921--13938",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mei-etal-2026-illusions,
    title = "Illusions of the Gold Standard: A Large-scale Analysis of Human Evaluation Protocols for Long-form Text Generation",
    author = "Mei, Katelyn X.  and
      Hsu, Yi-Li  and
      Choi, Minjoon  and
      Cao, Zongwan  and
      Xu, Chenjun  and
      Wen, Bingbing  and
      Blodgett, Su Lin  and
      Wang, Lucy Lu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.635/",
    pages = "13939--13961",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chan-etal-2026-omni,
    title = "Omni-{R}eward{B}ench: Toward a Comprehensive Evaluation of Generative Reward Models Across Modalities",
    author = "Chan, Chi-Min  and
      Zhou, Yujin  and
      Wen, Pengcheng  and
      Yin, Boqin  and
      Ji, Jiaming  and
      Dai, Juntao  and
      Xue, Wei  and
      Han, Sirui  and
      Guo, Yike",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.636/",
    pages = "13962--13984",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhan-etal-2026-answers,
    title = "From Answers to Arguments: Toward Trustworthy Clinical Diagnostic Reasoning with Toulmin-Guided Curriculum Goal-Conditioned Learning",
    author = "Zhan, Chen  and
      Tan, Xiaoyu  and
      Ma, Gengchen  and
      Xiong, Yu-Jie  and
      Jiang, Xiaoyan  and
      Qiu, Xihe",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.637/",
    pages = "13985--14004",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xiong-etal-2026-verifiable,
    title = "Verifiable {LLM}-Generated Text Detection via Projected Semantic-Structural Distributions",
    author = "Xiong, Ruochong  and
      Li, Qien  and
      Lian, Wangwang  and
      Wan, Yulong  and
      Xue, Hanlin  and
      Tan, Zhouxing  and
      Yang, Han  and
      Lu, Fengyu  and
      Liu, Junfei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.638/",
    pages = "14005--14042",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-human,
    title = "Is Human-Like Text Liked by Humans? Multilingual Human Detection and Preference Against {AI}",
    author = "Wang, Yuxia  and
      Xing, Rui  and
      Mansurov, Jonibek  and
      Puccetti, Giovanni  and
      Xie, Zhuohan  and
      Ta, Minh Ngoc  and
      Geng, Jiahui  and
      Su, Jinyan  and
      Abassy, Mervat  and
      Eletter, Saadeldine  and
      Elozeiri, Kareem  and
      Laiyk, Nurkhan  and
      Goloburda, Maiya  and
      Mahmoud, Tarek  and
      Tomar, Raj Vardhan  and
      Aziz, Alexander  and
      Koike, Ryuto  and
      Kaneko, Masahiro  and
      Shelmanov, Artem  and
      Artemova, Ekaterina  and
      Mikhailov, Vladislav  and
      Tsvigun, Akim  and
      Aji, Alham Fikri  and
      Habash, Nizar  and
      Gurevych, Iryna  and
      Nakov, Preslav",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.639/",
    pages = "14043--14076",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ili-c-etal-2026-powerful,
    title = "Powerful Training-Free Membership Inference Against Fine-Tuned Autoregressive Language Models",
    author = "Ili{\textbackslash}'c, David  and
      Stanojevi{\textbackslash}'c, David  and
      Cvejoski, Kostadin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.640/",
    pages = "14077--14093",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-communication,
    title = "Communication-Efficient Desire Alignment for Proactive Embodied Human{--}Agent Interaction",
    author = "Wang, Yuanfei  and
      Huang, Xinju  and
      Zhong, Fangwei  and
      Yang, Yaodong  and
      Wang, Yizhou  and
      Chen, Yuanpei  and
      Dong, Hao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.641/",
    pages = "14094--14108",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ortu-etal-2026-seeing,
    title = "When Seeing Overrides Knowing: Disentangling Knowledge Conflicts in Vision-Language Models",
    author = "Ortu, Francesco  and
      Jin, Zhijing  and
      Doimo, Diego  and
      Cazzaniga, Alberto",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.642/",
    pages = "14109--14130",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yin-etal-2026-icdagent,
    title = "{ICDAGENT}: Empowering Agentic Large Language Models for Explainable Medical Coding",
    author = "Yin, Ziyi  and
      Cao, Yuanpu  and
      Wang, Ting  and
      Chen, Jinghui  and
      Ma, Fenglong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.643/",
    pages = "14131--14149",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lim-etal-2026-hyperion,
    title = "Hyperion: Private Token Sampling with Homomorphic Encryption",
    author = "Lim, Lawrence  and
      Liu, Jiaming  and
      Kalagi, Vikas  and
      Agrawal, Divyakant  and
      El Abbadi, Amr",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.644/",
    pages = "14150--14159",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-bollegala-2026-map,
    title = "Map of Encoders {--} Mapping Sentence Encoders using Quantum Relative Entropy",
    author = "Zhang, Gaifan  and
      Bollegala, Danushka",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.645/",
    pages = "14160--14208",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tong-etal-2026-mango,
    title = "Mango: Multi-Agent Web Navigation via Global-View Optimization",
    author = "Tong, Weixi  and
      Di, Yifeng  and
      Zhang, Tianyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.646/",
    pages = "14209--14223",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cao-etal-2026-dpwriter,
    title = "{DPW}riter: Reinforcement Learning with Diverse Planning Branching for Creative Writing",
    author = "Cao, Qian  and
      Liu, Yahui  and
      Bi, Wei  and
      Zhao, Yi  and
      Song, Ruihua  and
      Wang, Xiting  and
      Tang, Ruiming  and
      Zhou, Guorui  and
      Li, Han",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.647/",
    pages = "14224--14250",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{qin-goldwasser-2026-iterative,
    title = "Iterative Dual-Model Alignment for Story Evaluation",
    author = "Qin, Bruce  and
      Goldwasser, Dan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.648/",
    pages = "14251--14264",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-discovery,
    title = "Discovery and Reinforcement of Tool-Integrated Reasoning Chains via Rollout Trees",
    author = "Li, Kun  and
      Xu, Zenan  and
      Li, Junan  and
      Jin, Zengrui  and
      Deng, Jinghao  and
      Qiu, Zexuan  and
      Zhou, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.649/",
    pages = "14265--14283",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{choi-etal-2026-identity,
    title = "When Identity Skews Debate: Anonymization for Bias-Reduced Multi-Agent Reasoning",
    author = "Choi, Hyeong Kyu  and
      Zhu, Jerry  and
      Li, Sharon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.650/",
    pages = "14284--14311",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lachenmaier-etal-2026-talking,
    title = "Talking to a Know-It-All {GPT} or a Second-Guesser Claude? How Repair reveals distinct Multi-Turn Behavior in {LLM}s",
    author = "Lachenmaier, Clara  and
      Bultmann, Hannah  and
      Zarrie{\{}{\textbackslash}ss{\}}, Sina",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.651/",
    pages = "14312--14325",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jing-etal-2026-histlens,
    title = "{H}ist{L}ens: Mapping Idea Change across Concepts and Corpora",
    author = "Jing, Yi  and
      Qiu, Weiyun  and
      Peng, Yihang  and
      Sui, Zhifang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.652/",
    pages = "14326--14351",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{bae-etal-2026-referee,
    title = "{R}e{FE}ree: Reference-Free and Fine-Grained Method for Evaluating Factual Consistency in Real-World Code Summarization",
    author = "Bae, Suyoung  and
      Na, CheolWon  and
      Lee, Jaehoon  and
      Lee, Yumin  and
      Choi, YunSeok  and
      Lee, Jee-Hyong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.653/",
    pages = "14352--14377",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-meanaudio,
    title = "{M}ean{A}udio: Fast and Faithful Text-to-Audio Generation with Mean Flows",
    author = "Li, Xiquan  and
      Liu, Junxi  and
      Liang, Yuzhe  and
      Niu, Zhikang  and
      Chen, Wenxi  and
      Chen, Xie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.654/",
    pages = "14378--14393",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{choi-li-2026-modex,
    title = "{M}ode{X}: Evaluator-Free Best-of-N Selection for Open-Ended Generation",
    author = "Choi, Hyeong Kyu  and
      Li, Sharon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.655/",
    pages = "14394--14416",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ouyang-etal-2026-makes,
    title = "What Makes {LLM}s Effective Sequential Recommenders? A Study on Preference Intensity and Temporal Context",
    author = "Ouyang, Zhongyu  and
      Wen, Qianlong  and
      Zhang, Chunhui  and
      Ye, Yanfang  and
      Vosoughi, Soroush",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.656/",
    pages = "14417--14434",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-teamfusion,
    title = "{T}eam{F}usion: Supporting Open-ended Teamwork with Multi-Agent Systems",
    author = "Liu, Jiale  and
      Bursztyn, Victor  and
      Ai, Lin  and
      Wang, Haoliang  and
      Choudhary, Sunav  and
      Mitra, Saayan  and
      Wu, Qingyun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.657/",
    pages = "14435--14456",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xie-2026-formulaspin,
    title = "{F}ormula{SPIN}: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation",
    author = "Xie, Cy",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.658/",
    pages = "14457--14471",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fang-etal-2026-stable,
    title = "Stable Signer: Hierarchical Sign Language Generative Model",
    author = "Fang, Sen  and
      Feng, Yalin  and
      Zhong, Hongbin  and
      Zhang, Yanxin  and
      Metaxas, Dimitris N.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.659/",
    pages = "14472--14483",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-discal,
    title = "{D}is{C}al: Distribution-Aware Calibration for Mathematical Reasoning Under Character-Level Noisy Inputs",
    author = "Zhang, Bo  and
      Zhang, Jiawei  and
      Gao, Cong  and
      Han, Bingxu  and
      Hu, Minghao  and
      Zhang, Jun  and
      Cao, Yunbo  and
      Luo, Zhunchen  and
      Yao, Wen  and
      Geng, Guotong  and
      Wang, Zhong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.660/",
    pages = "14484--14507",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jin-etal-2026-sara,
    title = "{SARA}: Selective and Adaptive Retrieval-augmented Generation with Context Compression",
    author = "Jin, Yiqiao  and
      Sharma, Kartik  and
      Rakesh, Vineeth  and
      Dou, Yingtong  and
      Pan, Menghai  and
      Das, Mahashweta  and
      Kumar, Srijan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.661/",
    pages = "14508--14528",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xie-etal-2026-finchain,
    title = "{F}in{C}hain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning",
    author = "Xie, Zhuohan  and
      Orel, Daniil  and
      Thareja, Rushil  and
      Sahnan, Dhruv  and
      Madmoun, Hachem  and
      Zhang, Fan  and
      Banerjee, Debopriyo  and
      Georgiev, Georgi Nenkov  and
      Peng, Xueqing  and
      Qian, Lingfei  and
      Huang, Jimin  and
      Su, Jinyan  and
      Singh, Aaryamonvikram  and
      Xing, Rui  and
      Elbadry, Rania  and
      Xu, Chen  and
      Li, Haonan  and
      Koto, Fajri  and
      Koychev, Ivan  and
      Chakraborty, Tanmoy  and
      Wang, Yuxia  and
      Lahlou, Salem  and
      Stoyanov, Veselin  and
      Ananiadou, Sophia  and
      Nakov, Preslav",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.662/",
    pages = "14529--14553",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{russell-etal-2026-ai,
    title = "{AI} use in {A}merican newspapers is widespread, uneven, and rarely disclosed",
    author = "Russell, Jenna  and
      Karpinska, Marzena  and
      Akinode, Destiny  and
      Zhou, James  and
      Thai, Katherine  and
      Emi, Bradley  and
      Spero, Max  and
      Iyyer, Mohit",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.663/",
    pages = "14554--14580",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{deng-etal-2026-value,
    title = "For-Value: Efficient Forward-Only Data Valuation for finetuning {LLM}s and {VLM}s",
    author = "Deng, Wenlong  and
      Zeng, Qi  and
      Zhang, Jiaming  and
      Chen, Minghui  and
      Ding, Zixin  and
      Thrampoulidis, Christos  and
      Gong, Boying  and
      Li, Xiaoxiao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.664/",
    pages = "14581--14600",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-illusion,
    title = "The Illusion of Specialization: Unveiling the Domain-Invariant ``Standing Committee'' in Mixture-of-Experts Models",
    author = "Wang, Yan  and
      Xu, Yitao  and
      Shen, Nanhan  and
      Su, Jinyan  and
      Huang, Jimin  and
      Zhu, Zining",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.665/",
    pages = "14601--14618",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-find,
    title = "Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation",
    author = "Zhang, Hengyuan  and
      Yang, Shiping  and
      Liang, Xiao  and
      Shang, Chenming  and
      Jiang, Yuxuan  and
      Tao, Chaofan  and
      Xiong, Jing  and
      So, Hayden Kwok-Hay  and
      Xie, Ruobing  and
      Chang, Angel X  and
      Wong, Ngai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.666/",
    pages = "14619--14637",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xia-etal-2026-single,
    title = "Single-Pass, Depth-Selective Reading for Multi-Aspect Sentiment Analysis",
    author = "Xia, Yan  and
      Pan, Zhuangzhuang  and
      Kamsin, Amirrudin  and
      Chan, Chee Seng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.667/",
    pages = "14638--14656",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{pham-le-2026-parasite,
    title = "{PARASITE}: Conditional System Prompt Poisoning to Hijack {LLM}s",
    author = "Pham, Viet  and
      Le, Thai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.668/",
    pages = "14657--14676",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jansen-etal-2026-generating,
    title = "Generating Literature-Driven Scientific Theories at Scale",
    author = "Jansen, Peter  and
      Clark, Peter  and
      Downey, Doug  and
      Weld, Daniel S",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.669/",
    pages = "14677--14698",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-controllable,
    title = "Controllable Memory Usage: Balancing Anchoring and Innovation in Long-Term Human{--}Agent Interaction",
    author = "Huang, Zisu  and
      Tian, Muzhao  and
      Wang, Xiaohua  and
      Xu, Jingwen  and
      Guo, Zhengkang  and
      Qian, Qi  and
      Song, Kaitao  and
      Yuan, Jiakang  and
      Lv, Changze  and
      Zheng, Xiaoqing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.670/",
    pages = "14699--14719",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sarawgi-etal-2026-digitizing,
    title = "Digitizing {N}epal{'}s Written Heritage: A Comprehensive {HTR} Pipeline for Old {N}epali Manuscripts",
    author = "Sarawgi, Anjali  and
      Arias, Esteban Garces  and
      Zotter, Christof",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.671/",
    pages = "14720--14746",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-xmark,
    title = "{XM}ark: Reliable Multi-Bit Watermarking for {LLM}-Generated Texts",
    author = "Xu, Jiahao  and
      Hu, Rui  and
      Kotevska, Olivera  and
      Zhang, Zikai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.672/",
    pages = "14747--14763",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{he-etal-2026-believing,
    title = "Believing without Seeing: Quality Scores for Contextualizing Vision-Language Model Explanations",
    author = "He, Keyu  and
      Srinivasan, Tejas  and
      Joshi, Brihi  and
      Ren, Xiang  and
      Thomason, Jesse  and
      Swayamdipta, Swabha",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.673/",
    pages = "14764--14789",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{y-uksel-etal-2026-moneta,
    title = "{MONETA}: Multimodal Industry Classification through Geographic Information with Multi Agent Systems",
    author = "Y{\textbackslash}{''}uksel, Arda  and
      Thiem, Gabriel  and
      Walter, Susanne  and
      Felka, Patrick  and
      Werb, Gabriela Alves  and
      Habernal, Ivan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.674/",
    pages = "14790--14814",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{brei-etal-2026-casper,
    title = "{CASPER} in the Machine: Insights into Character Variety in {LLM}-Generated Stories",
    author = "Brei, Anneliese  and
      Sharma, Abhisheik  and
      Sanaie, Nicholas  and
      Wang, Lu  and
      Chaturvedi, Snigdha",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.675/",
    pages = "14815--14840",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lepori-etal-2026-language,
    title = "Language Models Struggle to Use Representations Learned In-Context",
    author = "Lepori, Michael A.  and
      Linzen, Tal  and
      Yuan, Ann  and
      Filippova, Katja",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.676/",
    pages = "14841--14857",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jin-etal-2026-slideagent,
    title = "{S}lide{A}gent: Hierarchical Agentic Framework for Multi-Page Visual Document Understanding",
    author = "Jin, Yiqiao  and
      Kaur, Rachneet  and
      Zeng, Zhen  and
      Ganesh, Sumitra  and
      Kumar, Srijan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.677/",
    pages = "14858--14881",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{de-lima-yang-2026-yield,
    title = "{YIELD}: A Large-Scale Dataset and Evaluation Framework for Information Elicitation Agents",
    author = "De Lima, Victor  and
      Yang, Grace Hui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.678/",
    pages = "14882--14895",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{bao-etal-2026-spatial,
    title = "Spatial-Agent: Agentic Geo-spatial Reasoning with Scientific Core Concepts",
    author = "Bao, Riyang  and
      Yang, Cheng  and
      Yu, Dazhou  and
      Tang, Zhexiang  and
      Mai, Gengchen  and
      Zhao, Liang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.679/",
    pages = "14896--14911",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-rethinking,
    title = "Rethinking Evaluation for {LLM} Hallucination Detection: A Desiderata, A New {RAG}-based Benchmark, New Insights",
    author = "Chen, Wenbo  and
      Padmanabhan, Veena  and
      Giyahchi, Tootiya  and
      Wong, Elaine  and
      Akoglu, Leman",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.680/",
    pages = "14912--14931",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ding-etal-2026-min,
    title = "Min-$k$ Sampling: Decoupling Truncation from Temperature Scaling via Relative Logit Dynamics",
    author = "Ding, Yuanhao  and
      Li, Meimingwei  and
      Arias, Esteban Garces  and
      A{\{}{\textbackslash}ss{\}}enmacher, Matthias  and
      Heumann, Christian  and
      Zhang, Chongsheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.681/",
    pages = "14932--14948",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ting-etal-2026-bridging,
    title = "Bridging the Memorization-Utilization Gap: Near-Lossless Context Compression via Reinforcement Learning",
    author = "Ting, Yujan  and
      Tang, Xu  and
      Chen, Terrence  and
      Huang, Weijing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.682/",
    pages = "14949--14972",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-prime,
    title = "{PRIME}: A Process-Outcome Alignment Benchmark for Verifiable Reasoning in Mathematics and Engineering",
    author = "Wang, Xiangfeng  and
      Guo, Hangyu  and
      Lai, Yanlin  and
      Huang, Mitt  and
      Zhao, Liang  and
      Yao, Chengyuan  and
      Zhang, Yinmin  and
      Han, Qi  and
      Xiaoxiaoren  and
      Yuan, Chun  and
      Xu, Tong  and
      Ge, Zheng  and
      Zhang, Xiangyu  and
      Jiang, Daxin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.683/",
    pages = "14973--14985",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-zara,
    title = "{ZARA}: Training-Free Motion Time-Series Reasoning via Evidence-Grounded {LLM} Agents",
    author = "Li, Zechen  and
      Chen, Baiyu  and
      Xue, Hao  and
      Salim, Flora D.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.684/",
    pages = "14986--15008",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ding-etal-2026-autojudger,
    title = "{A}uto{J}udger: An Agent-Driven Framework for Efficient Benchmarking of {MLLM}s",
    author = "Ding, Xuanwen  and
      Pan, Chengjun  and
      Li, Zejun  and
      Zhang, Jiwen  and
      Wang, Siyuan  and
      Wei, Zhongyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.685/",
    pages = "15009--15034",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-implicit,
    title = "Implicit Representations of Grammaticality in Language Models",
    author = "Wang, Yingshan Susan  and
      Qiu, Linlu  and
      Wu, Zhaofeng  and
      Levy, Roger P.  and
      Kim, Yoon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.686/",
    pages = "15035--15055",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-discovering,
    title = "Discovering and Causally Validating Emotion-Sensitive Neurons in Large Audio-Language Models",
    author = "Zhao, Xiutian  and
      Schuller, Bj{\textbackslash}{''}orn  and
      Sisman, Berrak",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.687/",
    pages = "15056--15071",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ranjit-etal-2026-uncovering,
    title = "Uncovering Intervention Opportunities for Suicide Prevention with Language Model Assistants",
    author = "Ranjit, Jaspreet  and
      Cho, Hyundong Justin  and
      Smerdon, Claire J.  and
      Nam, Yoonsoo  and
      Phung, Myles  and
      May, Jonathan  and
      Blosnich, John R.  and
      Swayamdipta, Swabha",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.688/",
    pages = "15072--15092",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ma-miyao-2026-imperfective,
    title = "The Imperfective Paradox in Large Language Models",
    author = "Ma, Bolei  and
      Miyao, Yusuke",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.689/",
    pages = "15093--15111",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-malrulelib,
    title = "{M}alrule{L}ib: Large-Scale Executable Misconception Reasoning with Step Traces for Modeling Student Thinking in Mathematics",
    author = "Chen, Xinghe  and
      Liu, Naiming  and
      Sonkar, Shashank",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.690/",
    pages = "15112--15138",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shi-etal-2026-improve,
    title = "How to Improve {LLM}s' Performance on Specific Languages: A Perspective on {LLM}-Derived Language Similarity",
    author = "Shi, Xinhe  and
      Zeng, Qingcheng  and
      Xuan, Weihao  and
      Zhu, Linchao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.691/",
    pages = "15139--15164",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ma-etal-2026-match,
    title = "{MATCH}: Modulating Attention via In-Context Retrieval for Long-Context Transformers",
    author = "Ma, Linrui  and
      Lo, Chun Hei  and
      Wang, Xinyu  and
      Lu, Peng  and
      Yuan, Xihao  and
      Chen, Hanting  and
      Han, Kai  and
      Chen, Xinghao  and
      Zhan, Chengjun  and
      xu, Hanlin  and
      Yin, Yichun  and
      Shang, Lifeng  and
      Wen, Feng  and
      Chen, Boxing  and
      Cui, Yufei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.692/",
    pages = "15165--15179",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhan-etal-2026-protecting,
    title = "Protecting Bystander Privacy via Selective Hearing in Audio {LLM}s",
    author = "Zhan, Xiao  and
      Sun, Guangzhi  and
      Such, Jose  and
      Woodland, Phil",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.693/",
    pages = "15180--15192",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{guo-etal-2026-liveclktbench,
    title = "{L}ive{CLKTB}ench: Towards Reliable Evaluation of Cross-Lingual Knowledge Transfer in Multilingual {LLM}s",
    author = "Guo, Pei-Fu  and
      Tsai, Yun-Da  and
      Hsu, Chun-Chia  and
      Chen, Kai-Xin  and
      Tsai, Ya An  and
      Chang, Kai-Wei  and
      Peng, Nanyun  and
      Yeh, Mi-Yen  and
      Lin, Shou-De",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.694/",
    pages = "15193--15208",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{khan-etal-2026-lie,
    title = "To Lie or Not to Lie? Investigating The Biased Spread of Global Lies by {LLM}s",
    author = "Khan, Zohaib  and
      Dogan, Mustafa  and
      Okoh, Ifeoma  and
      Sadeghi, Pouya  and
      Shrestha, Siddhartha  and
      Nyah, Sergius Justus Chesami  and
      Mokhiamar, Mahmoud O.  and
      Ryan, Michael J  and
      Naous, Tarek",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.695/",
    pages = "15209--15228",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{podasca-das-2026-robertha,
    title = "Robertha: Eigenspectrum Regularized Attention for Robust Natural Language Understanding",
    author = "Podasca, Andreia  and
      Das, Anup",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.696/",
    pages = "15229--15264",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{raghavendra-etal-2026-agentic,
    title = "Agentic Rubrics as Contextual Verifiers for {SWE} Agents",
    author = "Raghavendra, Mohit  and
      Gunjal, Anisha  and
      Liu, Bing  and
      He, Yunzhong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.697/",
    pages = "15265--15290",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-evaluating,
    title = "Evaluating the Impact of Verbal Multiword Expressions on Machine Translation",
    author = "Liu, Linfeng  and
      Ghosh, Saptarshi  and
      Jiang, Tianyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.698/",
    pages = "15291--15319",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-medverse,
    title = "{M}ed{V}erse: Efficient and Reliable Medical Reasoning via {DAG}-Structured Parallel Execution",
    author = "Chen, Jianwen  and
      Yang, Xinyu  and
      Xia, Peng  and
      Azarang, Arian  and
      Lee, Yueh Z  and
      Li, Gang  and
      Zhu, Hongtu  and
      Li, Yun  and
      Chen, Beidi  and
      Yao, Huaxiu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.699/",
    pages = "15320--15336",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ghosh-jiang-2026-metfuse,
    title = "{M}et{F}use: Figurative Fusion between Metonymy and Metaphor",
    author = "Ghosh, Saptarshi  and
      Jiang, Tianyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.700/",
    pages = "15337--15350",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shihab-etal-2026-adaptive,
    title = "Adaptive Constraint Propagation: Scaling Structured Inference for Large Language Models via Meta-Reinforcement Learning",
    author = "Shihab, Ibne Farabi  and
      Akter, Sanjeda  and
      Sharma, Anuj",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.701/",
    pages = "15351--15368",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ni-etal-2026-streasoner,
    title = "{STR}easoner: Empowering {LLM}s for Spatio-Temporal Reasoning in Time Series via Spatial-Aware Reinforcement Learning",
    author = "Ni, Juntong  and
      Wang, Shiyu  and
      He, Qi  and
      Jin, Ming  and
      Jin, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.702/",
    pages = "15369--15416",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zou-etal-2026-vision,
    title = "When Vision-Language Models Judge Without Seeing: Exposing Informativeness Bias",
    author = "Zou, Xiaohan  and
      Sridhar, Roshan  and
      Safarzadeh, Mohammadtaher  and
      Roth, Dan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.703/",
    pages = "15417--15448",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{bazarova-etal-2026-hallucination,
    title = "Hallucination Detection in {LLM}s with Topological Divergence on Attention Graphs",
    author = "Bazarova, Alexandra  and
      Volodichev, Andrei  and
      Yugay, Aleksandr  and
      Shulga, Andrey  and
      Ermilova, Alina  and
      Polev, Konstantin  and
      Belikova, Julia  and
      Parchiev, Rauf  and
      Simakov, Dmitry  and
      Savchenko, Maxim  and
      Savchenko, Andrey  and
      Barannikov, Serguei  and
      Zaytsev, Alexey",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.704/",
    pages = "15449--15470",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ghosh-jiang-2026-exploring,
    title = "Exploring Concreteness Through a Figurative Lens",
    author = "Ghosh, Saptarshi  and
      Jiang, Tianyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.705/",
    pages = "15471--15490",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{don-yehiya-etal-2026-mediocrity,
    title = "Mediocrity is the key for {LLM} as a Judge Anchor Selection",
    author = "Don-Yehiya, Shachar  and
      Yehudai, Asaf  and
      Choshen, Leshem  and
      Abend, Omri",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.706/",
    pages = "15491--15513",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{peng-etal-2026-correct,
    title = "When ``Correct'' Is Not Safe: Can We Trust Functionally Correct Patches Generated by Code Agents?",
    author = "Peng, Yibo  and
      Song, James  and
      Li, Lei  and
      Yang, Xinyu  and
      Christodorescu, Mihai  and
      Mangal, Ravi  and
      Pasareanu, Corina S.  and
      Zheng, Haizhong  and
      Chen, Beidi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.707/",
    pages = "15514--15546",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-cog,
    title = "{C}o{G}: Controllable Graph Reasoning via Relational Blueprints and Failure-Aware Refinement over Knowledge Graphs",
    author = "Liu, Yuanxiang  and
      Li, Songze  and
      Guo, Xiaoke  and
      Gong, Zhaoyan  and
      Zhang, Qifei  and
      Chen, Huajun  and
      Zhang, Wen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.708/",
    pages = "15547--15568",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yi-etal-2026-latent,
    title = "Latent Agents: A Post-Training Procedure for Internalized Multi-Agent Debate",
    author = "Yi, John Seon Keun  and
      Mueller, Aaron  and
      Lee, Dokyun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.709/",
    pages = "15569--15602",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fang-etal-2026-act,
    title = "Act-Adaptive Margin: Dynamically Calibrating Reward Models for Subjective Ambiguity",
    author = "Fang, Feiteng  and
      Chen, Dingwei  and
      Huang, Xiang  and
      Lin, Ting-En  and
      Wu, Yuchuan  and
      Liu, Xiong  and
      Ye, Jing  and
      Liu, Ziqiang  and
      Zhang, Haonan  and
      Zhu, Liang  and
      Alinejad-Rokny, Hamid  and
      Yang, Min  and
      Li, Yongbin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.710/",
    pages = "15603--15618",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kothapalli-etal-2026-think,
    title = "To Think or Not to Think: The Hidden Cost of Meta-Training with Excessive {C}o{T} Examples",
    author = "Kothapalli, Vignesh  and
      Fatahibaarzi, Ata  and
      Firooz, Hamed  and
      Sanjabi, Maziar",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.711/",
    pages = "15619--15644",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{raj-etal-2026-vignette,
    title = "{VIGNETTE}: Socially Grounded Bias Evaluation for Vision-Language Models",
    author = "Raj, Chahat  and
      Wei, Bowen  and
      Caliskan, Aylin  and
      Anastasopoulos, Antonios  and
      Zhu, Ziwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.712/",
    pages = "15645--15673",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-bimind,
    title = "{B}i{M}ind: A Dual-Head Reasoning Model with Attention-Geometry Adapter for Incorrect Information Detection",
    author = "Zhang, Zhongxing  and
      Vraga, Emily K.  and
      Huh, Jisu  and
      Srivastava, Jaideep",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.713/",
    pages = "15674--15693",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{polonuer-etal-2026-autonomous,
    title = "Autonomous Knowledge Graph Exploration with Adaptive Breadth-Depth Retrieval",
    author = "Polonuer, Joaquin  and
      Vittor, Lucas  and
      Arango, I{\textbackslash}{\textasciitilde}naki  and
      Noori, Ayush  and
      Clifton, David A.  and
      Del Corro, Luciano  and
      Zitnik, Marinka",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.714/",
    pages = "15694--15709",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lin-etal-2026-retrieval,
    title = "Retrieval Heads are Dynamic",
    author = "Lin, Yuping  and
      Li, Zitao  and
      Xing, Yue  and
      He, Pengfei  and
      Cui, Yingqian  and
      Li, Yaliang  and
      Ding, Bolin  and
      Zhou, Jingren  and
      Tang, Jiliang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.715/",
    pages = "15710--15729",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-synthagent,
    title = "{S}ynth{A}gent: Adapting Web Agents with Synthetic Supervision",
    author = "Wang, Zhaoyang  and
      Liang, Yiming  and
      Zhang, Xuchao  and
      Wu, Qianhui  and
      Han, Siwei  and
      Bastos, Anson  and
      Wang, Rujia  and
      Bansal, Chetan  and
      Peng, Baolin  and
      Gao, Jianfeng  and
      Rajmohan, Saravan  and
      Yao, Huaxiu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.716/",
    pages = "15730--15752",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{he-2026-meets,
    title = "More Than Meets the Eye: Measuring the Semiotic Gap in Vision-Language Models via Semantic Anchorage",
    author = "He, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.717/",
    pages = "15753--15767",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-llm,
    title = "{LLM} Agents in Law: Taxonomy, Applications, and Challenges",
    author = "Liu, Shuang  and
      Zhang, Ruijia  and
      Ma, Ruoyun  and
      Deng, Yujia  and
      Zhu, Lanyi  and
      Li, Jiayu  and
      Li, Zelong  and
      Shen, Zhibin  and
      Du, Mengnan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.718/",
    pages = "15768--15792",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{balepur-etal-2026-benchmarker,
    title = "{B}ench{M}arker: An Education-Inspired Toolkit for Highlighting Flaws in Multiple-Choice Benchmarks",
    author = "Balepur, Nishant  and
      Rajasekaran, Bhavya  and
      Oh, Hyunjin Jane  and
      Xie, Michael  and
      Desai, Atrey  and
      Gupta, Vipul  and
      Moore, Steven James  and
      Choi, Eunsol  and
      Rudinger, Rachel  and
      Boyd-Graber, Jordan Lee",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.719/",
    pages = "15793--15824",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-subramani-2026-model,
    title = "Model Internal Sleuthing: Finding Lexical Identity and Inflectional Features in Modern Language Models",
    author = "Li, Michael  and
      Subramani, Nishant",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.720/",
    pages = "15825--15864",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chatterjee-etal-2026-hat,
    title = "{HAT}: Hallucination Annotation for Translation",
    author = "Chatterjee, Rajen  and
      Li, Xintong  and
      Charoenpornsawat, Paisarn  and
      Lee, Allen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.721/",
    pages = "15865--15888",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yin-etal-2026-dmretriever,
    title = "{DMR}etriever: A Family of Models for Improved Text Retrieval in Disaster Management",
    author = "Yin, Kai  and
      Dong, Xiangjue  and
      Liu, Chengkai  and
      Lin, Allen  and
      Shi, Lingfeng  and
      Mostafavi, Ali  and
      Caverlee, James",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.722/",
    pages = "15889--15909",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{balepur-etal-2026-language,
    title = "Language Models Don{'}t Know What You Want: Evaluating Personalization in Deep Research Needs Real Users",
    author = "Balepur, Nishant  and
      Hamada, Malachi  and
      Kishore, Varsha  and
      Feldman, Sergey  and
      Singh, Amanpreet  and
      Siangliulue, Pao  and
      Chang, Joseph Chee  and
      Choi, Eunsol  and
      Boyd-Graber, Jordan Lee  and
      Naik, Aakanksha",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.723/",
    pages = "15910--15944",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sourati-etal-2026-lad,
    title = "{LAD}-{RAG}: Layout-aware Dynamic {RAG} for Visually-Rich Document Understanding",
    author = "Sourati, Zhivar  and
      Wang, Zheng  and
      Liu, Marianne Menglin  and
      Hu, Yazhe  and
      Guo, Mengqing  and
      Bharadwaj, Sujeeth  and
      Han, Kyu J.  and
      Sheng, Tao  and
      Ravi, Sujith  and
      Dehghani, Morteza  and
      Roth, Dan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.724/",
    pages = "15945--15968",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-among,
    title = "Among Us: Measuring and Mitigating Malicious Contributions in Model Collaboration Systems",
    author = "Yang, Ziyuan  and
      Ding, Wenxuan  and
      Feng, Shangbin  and
      Tsvetkov, Yulia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.725/",
    pages = "15969--15988",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-tokens,
    title = "Not All Tokens Matter: Towards Efficient {LLM} Reasoning via Token Significance in Reinforcement Learning",
    author = "Liu, Hanbing  and
      Cao, Lang  and
      Ren, Yuanyi  and
      Zhou, Mengyu  and
      Dong, Haoyu  and
      Ma, Xiaojun  and
      Han, Shi  and
      Zhang, Dongmei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.726/",
    pages = "15989--16016",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-query,
    title = "Query-Efficient Agentic Graph Extraction Attacks on {G}raph{RAG} Systems",
    author = "Yang, Shuhua  and
      Zhang, Jiahao  and
      Wang, Yilong  and
      Lee, Dongwon  and
      Wang, Suhang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.727/",
    pages = "16017--16041",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-function,
    title = "Function Words as Statistical Cues for Language Learning",
    author = "Yang, Xiulin  and
      Getz, Heidi R.  and
      Wilcox, Ethan Gotlieb",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.728/",
    pages = "16042--16058",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-evaluating,
    title = "Evaluating Robustness of Large Language Models Against Multilingual Typographical Errors",
    author = "Zhao, Raoyuan  and
      Liu, Yihong  and
      Altinger, Lena  and
      Schuetze, Hinrich  and
      Hedderich, Michael A.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.729/",
    pages = "16059--16078",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fang-etal-2026-listening,
    title = "Listening Like Humans: Semantics-Guided Noise-Robust Multimodal Speech Recognition",
    author = "Fang, Yan  and
      Chen, Jun  and
      Yao, Yian  and
      Zhong, Shuxin  and
      Sun, Min  and
      Wu, Kaishun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.730/",
    pages = "16079--16093",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mazhar-etal-2026-measuring,
    title = "Measuring What Matters!! Assessing Therapeutic Principles in Mental-Health Conversation",
    author = "Mazhar, Abdullah  and
      Shah, Het Riteshkumar  and
      Srivastava, Aseem  and
      Joshi, Smriti  and
      Akhtar, Md Shad",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.731/",
    pages = "16094--16112",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kaplan-etal-2026-paracodex,
    title = "{P}ara{C}odex: A Profiling-Guided Autonomous Coding Agent for Reliable Parallel Code Generation and Translation",
    author = "Kaplan, Erel  and
      Bitan, Tomer  and
      Ghrayeb, Lian  and
      Chen, Le  and
      Yotam, Tom  and
      Hasabnis, Niranjan  and
      Oren, Gal",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.732/",
    pages = "16113--16136",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-cola,
    title = "{C}o{LA}: A Choice Leakage Attack Framework to Expose Privacy Risks in Subset Training",
    author = "Li, Qi  and
      Wang, Cheng-Long  and
      Cao, Yinzhi  and
      Wang, Di",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.733/",
    pages = "16137--16149",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{qu-f-arber-2026-medieval,
    title = "{M}edi{E}val: A Unified Medical Benchmark for Patient-Contextual and Knowledge-Grounded Reasoning in {LLM}s",
    author = "Qu, Zhan  and
      F{\textbackslash}{''}arber, Michael",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.734/",
    pages = "16150--16164",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hasanov-etal-2026-path,
    title = "The Path Not Taken: Duality in Reasoning about Program Execution",
    author = "Hasanov, Eshgin  and
      Hassan, Md. Mahadi  and
      Karmaker, Santu  and
      Yadavally, Aashish",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.735/",
    pages = "16165--16180",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cheng-etal-2026-accommodation,
    title = "Accommodation and Epistemic Vigilance: A Pragmatic Account of Why {LLM}s Fail to Challenge Harmful Beliefs",
    author = "Cheng, Myra  and
      Hawkins, Robert D.  and
      Jurafsky, Dan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.736/",
    pages = "16181--16203",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-every,
    title = "Every Response Counts: Quantifying Uncertainty of {LLM}-based Multi-Agent Systems through Tensor Decomposition",
    author = "Chen, Tiejin  and
      Yao, Huaiyuan  and
      Chen, Jia  and
      Papalexakis, Evangelos E.  and
      Wei, Hua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.737/",
    pages = "16204--16218",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{oh-etal-2026-uncertainty,
    title = "Uncertainty Quantification in {LLM} Agents: Foundations, Emerging Challenges, and Opportunities",
    author = "Oh, Changdae  and
      Park, Seongheon  and
      Kim, To Eun  and
      Li, Jiatong  and
      Li, Wendi  and
      Yeh, Samuel  and
      Du, Sean  and
      Hassani, Hamed  and
      Bogdan, Paul  and
      Song, Dawn  and
      Li, Sharon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.738/",
    pages = "16219--16250",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ghasemabadi-etal-2026-guided,
    title = "Guided by Gut: Efficient Test-Time Scaling with Reinforced Intrinsic Confidence",
    author = "Ghasemabadi, Amirhosein  and
      Mills, Keith G.  and
      Li, Baochun  and
      Niu, Di",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.739/",
    pages = "16251--16265",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{triantafyllopoulos-etal-2026-knowing,
    title = "Knowing When Not to Answer: Lightweight {KB}-Aligned {OOD} Detection for Safe {RAG}",
    author = "Triantafyllopoulos, Ilias  and
      Qu, Renyi  and
      Giorgi, Salvatore  and
      Curtis, Brenda  and
      Ungar, Lyle  and
      Sedoc, Jo{\textbackslash}{\textasciitilde}ao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.740/",
    pages = "16266--16301",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-guidelines,
    title = "Guidelines as Environments: A World Model Approach to Rule Following",
    author = "Li, Haiqing  and
      Zhong, Wenliang  and
      Wu, Yinhao  and
      Ma, Hehuan  and
      Guo, Yuzhi  and
      Dang, Thao M.  and
      Huang, Junzhou",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.741/",
    pages = "16302--16318",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-cross,
    title = "Cross-Modal Taxonomic Generalization in (Vision-) Language Models",
    author = "Xu, Tianyang  and
      Sandoval-Casta{\textbackslash}{\textasciitilde}neda, Marcelo  and
      Livescu, Karen  and
      Shakhnarovich, Greg  and
      Misra, Kanishka",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.742/",
    pages = "16319--16337",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{guan-etal-2026-biomedical,
    title = "Biomedical Question Answering via Multi-Level Summarization on a Local Knowledge Graph",
    author = "Guan, Lingxiao  and
      Huang, Yuanhao  and
      Liu, Jie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.743/",
    pages = "16338--16364",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{dinh-niehues-2026-sigmoid,
    title = "Sigmoid Head for Quality Estimation under Language Ambiguity",
    author = "Dinh, Tu Anh  and
      Niehues, Jan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.744/",
    pages = "16365--16379",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{edwards-etal-2026-rexbench,
    title = "{RE}x{B}ench: Can coding agents autonomously implement {AI} research extensions?",
    author = "Edwards, Nicholas  and
      Lee, Yukyung  and
      Mao, Yujun Audrey  and
      Qin, Yulu  and
      Schuster, Sebastian  and
      Kim, Najoung",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.745/",
    pages = "16380--16417",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{isch-jennings-2026-narrative,
    title = "Narrative License and Model Sycophancy in {LLM} Summaries of Scientific Work",
    author = "Isch, Calvin  and
      Jennings, Grace",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.746/",
    pages = "16418--16432",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{bougie-etal-2026-alignuser,
    title = "{A}lign{USER}: Human-Aligned {LLM} Agents via World Models for Recommender System Evaluation",
    author = "Bougie, Nicolas  and
      Marconi, Gian Maria  and
      Ye, Xiaotong  and
      Watanabe, Narimawa",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.747/",
    pages = "16433--16451",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-domain,
    title = "Domain Generalizable {AI} Guardrails with Augmented Policy Training",
    author = "Liu, Minqian  and
      Baldini, Ioana  and
      Rabinowitz, David  and
      Rosenberg, David S  and
      Gehrmann, Sebastian  and
      Dredze, Mark",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.748/",
    pages = "16452--16469",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{banerjee-etal-2026-apex,
    title = "{APEX}-{MEM}: Agentic Semi-Structured Memory with Temporal Reasoning for Long-Term Conversational {AI}",
    author = "Banerjee, Pratyay  and
      Moshtaghi, Masud  and
      Subramanian, Shivashankar  and
      Misra, Amita  and
      Chadha, Ankit",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.749/",
    pages = "16470--16489",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gowda-etal-2026-emg2speech,
    title = "emg2speech: synthesizing speech from electromyography using self-supervised speech models",
    author = "Gowda, Harshavardhana T  and
      Comstock, Daniel C  and
      Miller, Lee M.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.750/",
    pages = "16490--16507",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-coact,
    title = "{C}o{A}ct: Co-Active {LLM} Preference Learning with Human-{AI} Synergy",
    author = "Xu, Ruiyao  and
      Parmar, Mihir  and
      Yang, Tiankai  and
      Hu, Zhengyu  and
      Zhao, Yue  and
      Ding, Kaize",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.751/",
    pages = "16508--16525",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kulmizev-etal-2026-label,
    title = "Label and Explanation Variation in {LLM}-Based Annotation: a Case Study in Natural Language Inference",
    author = "Kulmizev, Artur  and
      Lombart, Erika  and
      Watrin, Patrick  and
      de Marneffe, Marie-Catherine",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.752/",
    pages = "16526--16543",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kerdabadi-etal-2026-text,
    title = "Text-Attributed Knowledge Graph Enrichment with Large Language Models for Medical Concept Representation",
    author = "Kerdabadi, Mohsen Nayebi  and
      Moghaddam, Arya Hadizadeh  and
      Chen, Chen  and
      Wang, Dongjie  and
      Yao, Zijun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.753/",
    pages = "16544--16560",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ranaldi-2026-evolving,
    title = "Evolving Agents",
    author = "Ranaldi, Leonardo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.754/",
    pages = "16561--16569",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{loison-etal-2026-vidore,
    title = "{V}i{D}o{R}e V3: A Comprehensive Evaluation of Retrieval Augmented Generation in Complex Real-World Scenarios",
    author = "Loison, Ant{\textbackslash}'onio  and
      Mac{\textbackslash}'e, Quentin  and
      Edy, Antoine  and
      Xing, Victor  and
      Balough, Tom  and
      Moreira, Gabriel de Souza P.  and
      Liu, Bo  and
      Faysse, Manuel  and
      Hudelot, Celine  and
      Viaud, Gautier",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.755/",
    pages = "16570--16600",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hsiung-etal-2026-llm,
    title = "Why {LLM} Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets",
    author = "Hsiung, Lei  and
      Pang, Tianyu  and
      Tang, Yung-Chen  and
      Song, Linyue  and
      Ho, Tsung-Yi  and
      Chen, Pin-Yu  and
      Yang, Yaoqing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.756/",
    pages = "16601--16619",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hoseinzade-etal-2026-tabemb,
    title = "{T}ab{E}mb: Joint Semantic-Structure Embedding for Table Annotation",
    author = "Hoseinzade, Ehsan  and
      Wang, Ke  and
      Raju, Anandharaju Durai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.757/",
    pages = "16620--16631",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhu-etal-2026-text,
    title = "Text-to-Distribution Prediction with Quantile Tokens and Neighbor Context",
    author = "Zhu, Yilun  and
      Zhuang, Yuan  and
      Vedula, Nikhita  and
      Dhyani, Dushyanta  and
      Xu, Shaoyuan  and
      Bayati, Mohsen  and
      Wang, Bryan  and
      Malmasi, Shervin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.758/",
    pages = "16632--16648",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cook-etal-2026-check,
    title = "Check Your Work: Structured Checklist Feedback for Improving Large Language Models",
    author = "Cook, Jonathan  and
      Rockt{\textbackslash}{''}aschel, Tim  and
      Foerster, Jakob Nicolaus  and
      Aumiller, Dennis  and
      Wang, Alex",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.759/",
    pages = "16649--16688",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-loka,
    title = "{LOKA}: Conflict-Aware {LLM} Knowledge Update with Adaptive Knowledge Memory",
    author = "Zhang, Binchi  and
      Chen, Zhengzhang  and
      Zheng, Zaiyi  and
      Li, Jundong  and
      Chen, Haifeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.760/",
    pages = "16689--16715",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-student,
    title = "Student Guides Teacher: Weak-to-Strong Inference via Spectral Orthogonal Exploration",
    author = "Wang, Dayu  and
      Yang, Jiaye  and
      Li, Weikang  and
      Liang, Jiahui  and
      Li, Yang  and
      Xia, Deguo  and
      Huang, Jizhou",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.761/",
    pages = "16716--16733",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-llms-read,
    title = "When {LLM}s Read Tables Carelessly: Measuring and Reducing Data Referencing Errors",
    author = "Yang, Yuqing  and
      Zhu, Qi  and
      Han, Zhen  and
      Han, Boran  and
      Shen, Zhengyuan  and
      Wang, Shuai  and
      Ioannidis, Vassilis N.  and
      Rangwala, Huzefa",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.762/",
    pages = "16734--16752",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-pubmed,
    title = "{P}ub{M}ed Reasoner: Dynamic Reasoning-based Retrieval for Evidence-Grounded Biomedical Question Answering",
    author = "Zhang, Yiqing  and
      Liu, Xiaozhong  and
      Murai, Fabricio",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.763/",
    pages = "16753--16763",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{deng-etal-2026-decoupling,
    title = "Decoupling Task-Solving and Output Formatting in {LLM} Generation",
    author = "Deng, Haikang  and
      Kung, Po-Nien  and
      Peng, Nanyun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.764/",
    pages = "16764--16781",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xie-etal-2026-gs,
    title = "{GS}-Quant: Granular Semantic and Generative Structural Quantization for Knowledge Graph Completion",
    author = "Xie, Qizhuo  and
      Liu, Yunhui  and
      Xing, Yu  and
      Hou, Qianzi  and
      Jin, Xudong  and
      Zheng, Tao  and
      He, Tieke",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.765/",
    pages = "16782--16797",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-mind,
    title = "Mind the Gap in Cultural Alignment: Task-Aware Culture Management for Large Language Models",
    author = "Zhang, Binchi  and
      Zhao, Xujiang  and
      Li, Jundong  and
      Chen, Haifeng  and
      Chen, Zhengzhang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.766/",
    pages = "16798--16813",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-analyzing,
    title = "Analyzing and Internalizing Complex Policy Documents for {LLM} Agents",
    author = "Liu, Jiateng  and
      Wang, Zhenhailong  and
      Huang, Xiaojiang  and
      Li, Yingjie  and
      Li, Xiang  and
      Guo, Chenlei  and
      Fan, Xing  and
      Sarikaya, Ruhi  and
      Ji, Heng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.767/",
    pages = "16814--16851",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yona-etal-2026-context,
    title = "In-Context Representation Hijacking",
    author = "Yona, Itay  and
      Sarid, Amir  and
      Karasik, Michael  and
      Gandelsman, Yossi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.768/",
    pages = "16852--16867",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{asgari-etal-2026-quantifying,
    title = "Quantifying Metric and Model Agreement in Bias Evaluation of Large Language Models",
    author = "Asgari, Arash  and
      Wu, Huan  and
      Naziri, Amirreza  and
      Kolahdouzi, Mojtaba  and
      Seyyed-Kalantari, Laleh",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.769/",
    pages = "16868--16933",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{peng-etal-2026-multifinben,
    title = "{M}ulti{F}in{B}en: Benchmarking Large Language Models for Multilingual and Multimodal Financial Application",
    author = "Peng, Xueqing  and
      Qian, Lingfei  and
      Wang, Yan  and
      Xiang, Ruoyu  and
      He, Yueru  and
      Ren, Yang  and
      Jiang, Mingyang  and
      Zhang, Vincent Jim  and
      Guo, Yuqing  and
      Zhao, Jeff  and
      He, Huan  and
      Han, Yi  and
      Feng, Yun  and
      Jiang, Yuechen  and
      Cao, Yupeng  and
      Li, Haohang  and
      Yu, Yangyang  and
      Wang, Xiaoyu  and
      Gao, Penglei  and
      Lin, Shengyuan  and
      Wang, Keyi  and
      Yang, Shanshan  and
      Zhao, Yilun  and
      Liu, Zhiwei  and
      Lu, Peng  and
      Huang, Jerry  and
      Wang, Suyuchen  and
      Papadopoulos, Triantafillos  and
      Giannouris, Polydoros  and
      Soufleri, Efstathia  and
      Chen, Nuo  and
      Deng, Zhiyang  and
      Fu, Heming  and
      Zhao, Yijia  and
      Lin, Mingquan  and
      Qiu, Meikang  and
      Smith, Kaleb E  and
      Cohan, Arman  and
      Liu, Xiao-Yang  and
      Huang, Jimin  and
      Xiong, Guojun  and
      Lopez-Lira, Alejandro  and
      Chen, Xi  and
      Tsujii, Junichi  and
      Nie, Jian-Yun  and
      Ananiadou, Sophia  and
      Xie, Qianqian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.770/",
    pages = "16934--16963",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-bidirectional-lms,
    title = "Bidirectional {LM}s are Better Knowledge Memorizers? A Benchmark for Real-world Knowledge Injection",
    author = "Zhang, Yuwei  and
      Yu, Wenhao  and
      Feng, Shangbin  and
      Zhu, Yifan  and
      Peng, Letian  and
      Srinivasa, Jayanth  and
      Liu, Gaowen  and
      Shang, Jingbo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.771/",
    pages = "16964--16980",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yamauchi-aizawa-2026-mapping,
    title = "Mapping the Circumplex of Affect: Geometric Analysis of Emotion Representations via Hyperspherical Contrastive Learning",
    author = "Yamauchi, Yusuke  and
      Aizawa, Akiko",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.772/",
    pages = "16981--17004",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-llms,
    title = "Do {LLM}s Really Need 10+ Thoughts for ``Find the Time 1000 Days Later''? Towards Structural Understanding of {LLM} Overthinking",
    author = "Zhang, Xinliang Frederick  and
      Mohananey, Anhad  and
      Chronopoulou, Alexandra  and
      Papalampidi, Pinelopi  and
      Gupta, Somit  and
      Munkhdalai, Tsendsuren  and
      Wang, Lu  and
      Upadhyay, Shyam",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.773/",
    pages = "17005--17030",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wei-etal-2026-anchor,
    title = "Anchor: Branch-Point Data Generation for {GUI} Agents",
    author = "Wei, Jinbiao  and
      Zhao, Yilun  and
      Ni, Kangqi  and
      Cohan, Arman",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.774/",
    pages = "17031--17047",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{feng-etal-2026-one,
    title = "When One {LLM} Drools, Multi-{LLM} Collaboration Rules",
    author = "Feng, Shangbin  and
      Ding, Wenxuan  and
      Liu, Alisa  and
      Wang, Zifeng  and
      Shi, Weijia  and
      Wang, Yike  and
      Shen, Shannon Zejiang  and
      Han, Xiaochuang  and
      Lang, Hunter  and
      Lee, Chen-Yu  and
      Pfister, Tomas  and
      Choi, Yejin  and
      Tsvetkov, Yulia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.775/",
    pages = "17048--17063",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lu-etal-2026-query,
    title = "From Query to Counsel: Structured Reasoning with a Multi-Agent Framework and Dataset for Legal Consultation",
    author = "Lu, Mingfei  and
      Zhang, Yi  and
      Wu, Mengjia  and
      Feng, Yue",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.776/",
    pages = "17064--17078",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-putting,
    title = "Putting Captions to the Test: Evaluating Video Caption Quality through Multiple-Choice Question Answering",
    author = "Wang, Zizhen  and
      Feng, Bo  and
      Lai, Zhengfeng  and
      Li, Shiyu  and
      Lu, Yang  and
      Cao, Meng  and
      Huang, Ping  and
      Wang, Xiaoming Simon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.777/",
    pages = "17079--17099",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{oh-etal-2026-subject,
    title = "Subject-level Inference for Realistic Text Anonymization Evaluation",
    author = "Oh, Myeong Seok  and
      Kim, Dong-Yun  and
      Oh, Hanseok  and
      Kang, Chaean  and
      Kang, Joeun  and
      Wang, Xiaonan  and
      Park, Hyunjung  and
      Jung, Young Cheol  and
      Kim, Hansaem",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.778/",
    pages = "17100--17135",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-scenealign,
    title = "{S}cene{A}lign: Aligning Multimodal Reasoning to Scene Graphs in Complex Visual Scenes",
    author = "Wang, Chuhan  and
      Li, Xintong  and
      Zhang, Jennifer Yuntong  and
      Wu, Junda  and
      Huang, Chengkai  and
      Yao, Lina  and
      McAuley, Julian  and
      Shang, Jingbo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.779/",
    pages = "17136--17150",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-select,
    title = "Select Before Use: On the Importance of Reference Model Selection in Preference Alignment",
    author = "Li, Muyang  and
      Wu, Runze  and
      Zhao, Xiangyu  and
      Han, Bo  and
      Dong, Daoyi  and
      Liu, Tongliang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.780/",
    pages = "17151--17171",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wein-etal-2026-lost,
    title = "Lost in Translation, and Found: Detecting and Interpreting Translation Effects",
    author = "Wein, Shira  and
      Serbina, Anna  and
      Ji, Jiyuan  and
      Wolf, Nathan  and
      DeGraaff, Jason  and
      Kini, Prajakta  and
      Pacheco, Maria Leonor",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.781/",
    pages = "17172--17187",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mueller-etal-2026-isolation,
    title = "From Isolation to Entanglement: When Do Interpretability Methods Identify and Disentangle Known Concepts?",
    author = "Mueller, Aaron  and
      Lee, Andrew  and
      Joshi, Shruti  and
      Lubana, Ekdeep Singh  and
      Sridhar, Dhanya  and
      Reizinger, Patrik",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.782/",
    pages = "17188--17210",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yan-etal-2026-paraphrasing,
    title = "Paraphrasing as Zero-shot Translation with Feature-guided Diversity Enhancement",
    author = "Yan, Ziyue  and
      Zan, Hongying  and
      Lyu, Xinglin  and
      Xu, Hongfei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.783/",
    pages = "17211--17223",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{amballa-etal-2026-voyager,
    title = "{VOYAGER}: A Training Free Approach for Generating Diverse Datasets using {LLM}s",
    author = "Amballa, Avinash  and
      Saidutta, Yashas Malur  and
      Lin, Chi-Heng  and
      Kulkarni, Vivek  and
      Chappidi, Srinivas",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.784/",
    pages = "17224--17245",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{putta-etal-2026-casefacts,
    title = "{C}ase{F}acts: A Benchmark for Legal Fact-Checking and Precedent Retrieval",
    author = "Putta, Akshith Reddy  and
      Devasier, Jacob  and
      Li, Chengkai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.785/",
    pages = "17246--17265",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ma-etal-2026-specagent,
    title = "{S}pec{A}gent: A Speculative Retrieval and Forecasting Agent for Code Completion",
    author = "Ma, George  and
      Koul, Anurag  and
      Chen, Qi  and
      Wu, Yawen  and
      Kuhar, Sachit  and
      Yu, Yu  and
      Sengupta, Aritra  and
      Kumar, Varun  and
      Ramanathan, Murali Krishna",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.786/",
    pages = "17266--17327",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shi-etal-2026-inheritance,
    title = "From Inheritance to Saturation: Disentangling the Evolution of Visual Redundancy for Architecture-Aware {MLLM} Inference Acceleration",
    author = "Shi, Jiaqi  and
      Zhang, Xulong  and
      Li, Yuechan  and
      Qu, Xiaoyang  and
      Wang, Jianzong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.787/",
    pages = "17328--17357",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liang-etal-2026-reasoning,
    title = "Your Reasoning Model is Secretly a Reward Model - Optimization-Free Verification from Experience",
    author = "Liang, Zhenwen  and
      Li, Ruosen  and
      Zhou, Yujun  and
      Song, Linfeng  and
      Yu, Dian  and
      Du, Xinya  and
      Mi, Haitao  and
      Yu, Dong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.788/",
    pages = "17358--17372",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-llms,
    title = "What Do {LLM}s Learn First? Asymmetric Learning Dynamics of Input Complexity and Output Ambiguity in Preference Alignment",
    author = "Li, Mengyang  and
      Wang, Jingwen  and
      Zhao, Pinlong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.789/",
    pages = "17373--17388",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-multi,
    title = "Multi-Agent-as-Judge: Aligning {LLM}-Agent-Based Automated Evaluation with Multi-Dimensional Human Evaluation",
    author = "Chen, Jiaju  and
      Lu, Yuxuan  and
      Wang, Xiaojie  and
      Zeng, Huimin  and
      Huang, Jing  and
      Gesi, Jiri  and
      Xu, Ying  and
      Yao, Bingsheng  and
      Wang, Dakuo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.790/",
    pages = "17389--17416",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-openrubrics,
    title = "{O}pen{R}ubrics: Towards Scalable Synthetic Rubric Generation for Reward Modeling and {LLM} Alignment",
    author = "Liu, Tianci  and
      Xu, Ran  and
      Yu, Tony  and
      Hong, Ilgee  and
      Yang, Carl  and
      Zhao, Tuo  and
      Wang, Haoyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.791/",
    pages = "17417--17437",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sun-etal-2026-challenging,
    title = "Challenging the Boundaries of Reasoning: An Olympiad-Level Math Benchmark for Large Language Models",
    author = "Sun, Haoxiang  and
      Min, Yingqian  and
      Chen, Zhipeng  and
      Zhao, Xin  and
      Wen, Ji-Rong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.792/",
    pages = "17438--17457",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-lens,
    title = "{LENS}: {LLM}-Enabled Narrative Synthesis for Mental Health by Aligning Multimodal {S}ensing with Language Models",
    author = "Xu, Wenxuan  and
      Pillai, Arvind  and
      Nepal, Subigya  and
      Collins, Amanda C.  and
      Mackin, Daniel M  and
      Heinz, Michael V.  and
      Griffin, Tess Z  and
      Jacobson, Nicholas C.  and
      Campbell, Andrew",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.793/",
    pages = "17458--17481",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fan-etal-2026-fedproxy,
    title = "{F}ed{P}roxy: Federated Fine-Tuning of {LLM}s via Proxy {SLM}s and Heterogeneity-Aware Fusion",
    author = "Fan, Tao  and
      Ma, Guoqiang  and
      Song, Yuanfeng  and
      Fan, Lixin  and
      Chen, Kai  and
      Yang, Qiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.794/",
    pages = "17482--17497",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kim-yoon-2026-diziner,
    title = "{D}i{Z}i{NER}: Disagreement-guided Instruction Refinement via Simulating Pilot Annotation for Zero-shot Named Entity Recognition",
    author = "Kim, Siun  and
      Yoon, Hyung-Jin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.795/",
    pages = "17498--17519",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-data,
    title = "A Data-Centric Approach to Generalizable Speech Deepfake Detection",
    author = "Huang, Wen  and
      Mao, Yuchen  and
      Qian, Yanmin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.796/",
    pages = "17520--17539",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-free,
    title = "Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in {LLM}s",
    author = "Huang, Yiming  and
      Shi, Zhenbo  and
      Wen, Xin-Cheng  and
      Zeng, Jichuan  and
      Gao, Cuiyun  and
      Han, Peiyi  and
      Liu, Chuanyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.797/",
    pages = "17540--17560",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-paperregister,
    title = "{P}aper{R}egister: Boosting Flexible-grained Paper Search via Hierarchical Register Indexing",
    author = "Li, Zhuoqun  and
      Chen, Xuanang  and
      Lin, Hongyu  and
      Lu, Yaojie  and
      Han, Xianpei  and
      Jiang, Shanshan  and
      Dong, Bin  and
      Sun, Le",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.798/",
    pages = "17561--17575",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xiong-etal-2026-etr,
    title = "{ETR}: Entropy Trend Reward for Efficient Chain-of-Thought Reasoning",
    author = "Xiong, Xuan  and
      Liu, Huan  and
      Gu, Li  and
      Chi, Zhixiang  and
      Qiu, Yue  and
      YU, Yuanhao  and
      Wang, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.799/",
    pages = "17576--17594",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiang-etal-2026-changes,
    title = "All Changes May Have Invariant Principles: Improving Ever-Shifting Harmful Meme Detection via Design Concept Reproduction",
    author = "Jiang, Ziyou  and
      Li, Mingyang  and
      Wang, Junjie  and
      Huang, Yuekai  and
      Huang, Jie  and
      Chang, Zhiyuan  and
      Li, Zhaoyang  and
      Wang, Qing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.800/",
    pages = "17595--17613",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-activation,
    title = "Activation-Guided Local Editing for Jailbreaking Attacks",
    author = "Wang, Jiecong  and
      Li, Haoran  and
      Peng, Hao  and
      Zeng, Ziqian  and
      Wang, Zihao  and
      Du, Haohua  and
      Yu, Zhengtao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.801/",
    pages = "17614--17633",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiang-etal-2026-controlling,
    title = "Controlling Distributional Bias in Multi-Round {LLM} Generation via {KL}-Optimized Fine-Tuning",
    author = "Jiang, Yanbei  and
      Keleg, Amr  and
      Diandaru, Ryandito  and
      Lau, Jey Han  and
      Frermann, Lea  and
      Fang, Biaoyan  and
      Koto, Fajri",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.802/",
    pages = "17634--17649",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-peng-2026-continued,
    title = "On the Continued Value of {U}niversal {D}ependencies in the Era of Large Language Models",
    author = "Li, Wenxi  and
      Peng, Jingyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.803/",
    pages = "17650--17662",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{niu-etal-2026-adaptive,
    title = "Adaptive {T}ext2{GQL}: Integrating Structural Twig Linking and Evolutionary In-Context Learning",
    author = "Niu, Fang  and
      Wang, Chaokun  and
      Zhang, Hang  and
      Wang, Songyao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.804/",
    pages = "17663--17680",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chan-etal-2026-xtom,
    title = "{XT}o{M}: Exploring the Multilingual Theory of Mind for Large Language Models",
    author = "Chan, Chunkit  and
      Yim, Yauwai  and
      Zeng, Hongchuan  and
      Zou, Zhiying  and
      Cheng, Xinyuan  and
      Sun, Zhifan  and
      Deng, Zheye  and
      Chung, Kawai  and
      Ao, Yuzhuo  and
      Yixiang, Fan  and
      Jiayang, Cheng  and
      Nie, Ercong  and
      Wong, Ginny  and
      Schmid, Helmut  and
      Schuetze, Hinrich  and
      See, Simon  and
      Song, Yangqiu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.805/",
    pages = "17681--17716",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhong-etal-2026-cognitive,
    title = "Cognitive Policy-Driven {LLM} for Diagnosis and Intervention of Cognitive Distortions in Emotional Support Conversation",
    author = "Zhong, Lin  and
      Zhu, Renjin  and
      Ma, Shujuan  and
      Cui, Jinhao  and
      Wang, Lingzhi  and
      Chen, Hao  and
      Liao, Qing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.806/",
    pages = "17717--17746",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-sciflow,
    title = "{S}ci{F}low-Bench: Evaluating Structure-Aware Scientific Diagram Generation via Inverse Parsing",
    author = "Zhang, Tong  and
      Lin, Honglin  and
      Liu, Zhou  and
      Chen, Chong  and
      Zhang, Wentao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.807/",
    pages = "17747--17765",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiang-etal-2026-immediate,
    title = "Immediate Inference: The Missing Foundation in Large Language Model Logical Reasoning",
    author = "Jiang, Sihang  and
      Lu, Zhiyu  and
      Wang, Keyi  and
      Liang, Jiaqing  and
      Xiao, Yanghua  and
      Meng, Xiaojun  and
      Wei, Jiansheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.808/",
    pages = "17766--17799",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jung-jung-2026-tracing,
    title = "Tracing Logit Trajectories Across Layer Depth: Dataset-Level Explainability for Language Models",
    author = "Jung, Jeesu  and
      Jung, Sangkeun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.809/",
    pages = "17800--17823",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lee-etal-2026-reze,
    title = "{REZE}: Representation Regularization for Domain-adaptive Text Embedding Pre-finetuning",
    author = "Lee, Seungmin  and
      Lee, Jeonghwan  and
      Lim, Hyunkuk  and
      Kim, Sejoon  and
      Sung, Mingi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.810/",
    pages = "17824--17841",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-tama,
    title = "{TAMA}: Target-Aware Multilingual Abuse Detection by Cascaded Conditional Multi-Task Learning",
    author = "Liu, JiYan  and
      Liu, Youzheng  and
      Wang, Taihang  and
      Wang, Yimin  and
      Jiang, Ye  and
      Maynard, Diana",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.811/",
    pages = "17842--17859",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-reference,
    title = "Reference Attack: A New Cross-Modal Jailbreaking Attack against Multimodal Large Language Models",
    author = "Wang, Yulong  and
      Fu, Yifei  and
      Gao, Jiayi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.812/",
    pages = "17860--17881",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-powsm,
    title = "{POWSM}: A Phonetic Open Whisper-Style Speech Foundation Model",
    author = "Li, Chin-Jou  and
      Chang, Kalvin  and
      Bharadwaj, Shikhar  and
      Yeo, Eunjung  and
      Choi, Kwanghee  and
      Zhu, Jian  and
      Mortensen, David R.  and
      Watanabe, Shinji",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.813/",
    pages = "17882--17899",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zheng-etal-2026-lcr,
    title = "{LCR}-{RAG}: Enhancing Logical Consistency in Retrieval-Augmented Generation via Neuro-symbolic Reinforcement Learning",
    author = "Zheng, Wenxiang  and
      Tang, Guo  and
      Jiang, Shixin  and
      Huo, Liangyu  and
      Zhang, Xiyuan  and
      Xie, Jian  and
      Liu, Ming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.814/",
    pages = "17900--17916",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-cia,
    title = "{CIA}: Inferring the Communication Topology from {LLM}-based Multi-Agent Systems",
    author = "Wu, Yongxuan  and
      Lin, Xixun  and
      Zhang, He  and
      Sun, Nan  and
      Wang, Kun  and
      Zhou, Chuan  and
      Pan, Shirui  and
      Cao, Yanan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.815/",
    pages = "17917--17933",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kim-etal-2026-efficiently,
    title = "Efficiently Learning To Reason or Not to Reason: Root-token Policy Optimization for Adaptive Thinking",
    author = "Kim, Taehyeon  and
      Lee, Hyunsoo  and
      Jang, Youngsoo  and
      Lee, Moontae",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.816/",
    pages = "17934--17949",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-sage,
    title = "{SAGE}: Synergistic Adaptive Gating of Experts for Hateful Video Detection",
    author = "Huang, Jie  and
      Liao, Xin  and
      Wang, Junjie  and
      Li, Mingyang  and
      Wang, Wenshuo  and
      Jiang, Ziyou  and
      Li, Shoubin  and
      Wang, Qing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.817/",
    pages = "17950--17966",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shin-etal-2026-hikey,
    title = "{H}i{KEY}: Hierarchical Multimodal Retrieval for Open-Domain Document Question Answering",
    author = "Shin, Joongmin  and
      Shim, Gyuho  and
      Park, Jeongbae  and
      Seo, Jaehyung  and
      Lim, Heuiseok",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.818/",
    pages = "17967--17987",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-towards-efficient,
    title = "Towards Efficient and Effective Diffusion Language Model Inference via Semantic-Aware Adaptive Denoising",
    author = "Li, Fan  and
      Gu, Yu  and
      Wang, Zhigang  and
      Leng, Fangling  and
      Liu, Zhenghao  and
      Yu, Ge",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.819/",
    pages = "17988--18002",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{he-etal-2026-advancedif,
    title = "{A}dvanced{IF}: Rubric-Based Benchmarking and Reinforcement Learning for Advancing {LLM} Instruction Following",
    author = "He, Yun  and
      Li, Wenzhe  and
      Zhang, Hejia  and
      Li, Songlin  and
      Mandyam, Karishma  and
      Khosla, Sopan  and
      Xiong, Yuanhao  and
      Wang, Nanshu  and
      Peng, Xiaoliang  and
      Li, Beibin  and
      Bi, Shengjie  and
      Patil, Shishir G  and
      Qi, Qi  and
      Feng, Shengyu  and
      Katz-Samuels, Julian  and
      Pang, Richard Yuanzhe  and
      Gonugondla, Sujan Kumar  and
      Lang, Hunter  and
      Yu, Yue  and
      Qian, Yundi  and
      Fazel-Zarandi, Maryam  and
      Yu, Licheng  and
      Benhalloum, Amine  and
      Awadalla, Hany Hassan  and
      Faruqui, Manaal",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.820/",
    pages = "18003--18022",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-improving,
    title = "Improving Autoformalization Using Direct Dependency Retrieval",
    author = "Wang, Shaoqi  and
      Yu, Lu  and
      Lou, Siwei  and
      Yan, Feng  and
      Yang, Chunjie  and
      Cui, Qing  and
      Zhou, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.821/",
    pages = "18023--18040",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-long,
    title = "Long-Chain Reasoning Distillation via Adaptive Prefix Alignment",
    author = "Liu, Zhenghao  and
      Wu, Zhuoyang  and
      Li, Xinze  and
      Yan, Yukun  and
      Wang, Shuo  and
      Chen, Zulong  and
      Gu, Yu  and
      Yu, Ge  and
      Sun, Maosong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.822/",
    pages = "18041--18059",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-trn,
    title = "{TRN}-R1-Zero: Text-rich Network Reasoning via {LLM}s with Reinforcement Learning Only",
    author = "Liu, Yilun  and
      Qiu, Ruihong  and
      Huang, Zi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.823/",
    pages = "18060--18072",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-threshold,
    title = "Threshold Differential Attention for Sink-Free, Ultra-Sparse, and Non-Dispersive Language Modeling",
    author = "Huang, Xingyue  and
      Ding, Xueying  and
      Ju, Mingxuan  and
      Liu, Yozen  and
      Shah, Neil  and
      Zhao, Tong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.824/",
    pages = "18073--18092",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{bharadwaj-etal-2026-prism,
    title = "{PR}i{SM}: Benchmarking Phone Realization in Speech Models",
    author = "Bharadwaj, Shikhar  and
      Li, Chin-Jou  and
      Kim, Yoonjae  and
      Choi, Kwanghee  and
      Yeo, Eunjung  and
      Shim, Ryan Soh-Eun  and
      Zhou, Hanyu  and
      Boldt, Brendon  and
      Rosero, Karen  and
      Chang, Kalvin  and
      Agrawal, Darsh  and
      Xu, Keer  and
      Yang, Chao-Han Huck  and
      Zhu, Jian  and
      Watanabe, Shinji  and
      Mortensen, David R.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.825/",
    pages = "18093--18112",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-reasoning,
    title = "Your Reasoning Benchmark May Not Test Reasoning: Revealing Perception Bottleneck in Abstract Reasoning Benchmarks",
    author = "Wang, Xinhe  and
      Huang, Jin  and
      Zhang, Xingjian  and
      Wang, Tianhao  and
      Ma, Jiaqi W.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.826/",
    pages = "18113--18124",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{song-etal-2026-model,
    title = "Model-Based Imaginative Planning for Embodied Agents",
    author = "Song, Junru  and
      Jin, Hengzhe  and
      Huang, Yucong  and
      Jiang, Tingsong  and
      Zhou, Weien  and
      Wang, Feifei  and
      Yang, Yang  and
      Wen, Ying  and
      Yao, Wen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.827/",
    pages = "18125--18147",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{juneja-lomidze-2026-persona,
    title = "Persona-Grounded Safety Evaluation of {AI} Companions in Multi-Turn Conversations",
    author = "Juneja, Prerna  and
      Lomidze, Lika",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.828/",
    pages = "18148--18175",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-beyond-chunking,
    title = "Beyond Chunking: Discourse-Aware Hierarchical Retrieval for Long Document Question Answering",
    author = "Chen, Huiyao  and
      Yang, Yi  and
      Li, Yinghui  and
      Zhang, Meishan  and
      Hu, Baotian  and
      Zhang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.829/",
    pages = "18176--18198",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zheng-etal-2026-beyond,
    title = "Beyond Value Benchmarks: Measuring Value-Structure Alignment in Large Language Models via Symmetric {Q}-Sorts",
    author = "Zheng, Jingting  and
      Ren, Yuqi  and
      Yu, Linhao  and
      Leng, Yongqi  and
      Xiong, Deyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.830/",
    pages = "18199--18230",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-llms,
    title = "Would {LLM}s be Good Historical Linguists and {C}hinese Dialect Learners?",
    author = "Liu, Yicheng  and
      Shi, Shumin  and
      Zhou, Youchao  and
      Zhang, Xingchen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.831/",
    pages = "18231--18256",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ding-etal-2026-proactor,
    title = "{P}ro{A}ctor: Timing-Aware Reinforcement Learning for Proactive Task Scheduling Agents",
    author = "Ding, Lei  and
      He, Bin  and
      Wang, Chenguang  and
      Liu, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.832/",
    pages = "18257--18303",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-seeing,
    title = "Seeing No Evil: Blinding Large Vision-Language Models to Safety Instructions via Adversarial Attention Hijacking",
    author = "Li, Jingru  and
      Ren, Wei  and
      Zhu, Tianqing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.833/",
    pages = "18304--18323",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-cadmate,
    title = "{CADM}ate: Generating {CAD} Assembly Plan with Geometric Chain-of-Thought and Spatial Physical Rewards",
    author = "Chen, Jiali  and
      Fu, DingBa  and
      Hei, Xusen  and
      Liu, Yuhang  and
      Chen, Yiyang  and
      Xie, Jiayuan  and
      Fan, Wenqi  and
      Cai, Yi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.834/",
    pages = "18324--18348",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-semantic,
    title = "Semantic-Aware Logical Reasoning via a Semiotic Framework",
    author = "Zhang, Yunyao  and
      Zhang, Xinglang  and
      Sheng, Junxi  and
      Li, Wenbing  and
      Yu, Junqing  and
      Chen, Yi-Ping Phoebe  and
      Yang, Wei  and
      Song, Zikai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.835/",
    pages = "18349--18374",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-calibration,
    title = "Calibration-Aware Policy Optimization for Reasoning {LLM}s",
    author = "Wang, Ziqi  and
      Lou, Xingzhou  and
      Wu, Meiqi  and
      Wen, Zhengqi  and
      Zhang, Junge",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.836/",
    pages = "18375--18390",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-gbv,
    title = "{GBV}-{SQL}: Guided Generation and {SQL}2{T}ext Back-Translation Validation for Multi-Agent {T}ext2{SQL}",
    author = "Chen, Daojun  and
      Wang, Xi  and
      Ren, Shenyuan  and
      Ma, Qingzhi  and
      Zhao, Pengpeng  and
      Liu, An",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.837/",
    pages = "18391--18406",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{he-etal-2026-branch,
    title = "Branch-and-Browse: Efficient and Controllable Web Exploration with Tree-Structured Reasoning and Action Memory",
    author = "He, Shiqi  and
      Cui, Yue  and
      Ma, Xinyu  and
      Li, Yaliang  and
      Ding, Bolin  and
      Chowdhury, Mosharaf",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.838/",
    pages = "18407--18418",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-beyond-end,
    title = "Beyond End-to-End: Dynamic Chain Optimization for Private {LLM} Adaptation on the Edge",
    author = "Wu, Yebo  and
      Li, Jingguang  and
      Tian, Chunlin  and
      Tam, KaHou  and
      Guo, Zhijiang  and
      Li, Li",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.839/",
    pages = "18419--18435",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mu-etal-2026-talklora,
    title = "{T}alk{L}o{RA}: Communication-Aware Mixture of Low-Rank Adaptation for Large Language Models",
    author = "Mu, Lin  and
      Wang, Haiyang  and
      Ni, Li  and
      Sang, Lei  and
      Wu, Zhize  and
      Jin, Peiquan  and
      Zhang, Yiwen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.840/",
    pages = "18436--18451",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-zhao-2026-tare,
    title = "{TARE}: Lightweight Token-Aware Representation Editing for Fine-tuning Transformer-like Models",
    author = "Wang, Yulong  and
      Zhao, Siyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.841/",
    pages = "18452--18471",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-soft,
    title = "Soft Orthogonal Low-Rank Adaptation for Knowledge Sharing in Large Language Model Continual Learning",
    author = "Wang, Yitong  and
      Han, Xue  and
      Gao, WenChun  and
      Hu, Qian  and
      Wang, Jiahui  and
      Wang, Ziqing  and
      Mei, Lijun  and
      Feng, Junlan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.842/",
    pages = "18472--18487",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kaur-etal-2026-chartagent,
    title = "{C}hart{A}gent: A Multimodal Agent for Visually Grounded Reasoning in Complex Chart Question Answering",
    author = "Kaur, Rachneet  and
      Srishankar, Nishan  and
      Zeng, Zhen  and
      Ganesh, Sumitra",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.843/",
    pages = "18488--18555",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yuan-etal-2026-curing,
    title = "Curing Miracle Steps in {LLM} Mathematical Reasoning with Rubric Rewards",
    author = "Yuan, Youliang  and
      Mang, Qiuyang  and
      Chen, Jingbang  and
      Wan, Hong  and
      Liu, Xiaoyuan  and
      Xu, Junjielong  and
      Huang, Jen-tse  and
      Wang, Wenxuan  and
      Jiao, Wenxiang  and
      He, Pinjia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.844/",
    pages = "18556--18577",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ryu-etal-2026-adaptive,
    title = "Adaptive Planning for Multi-Attribute Controllable Summarization with {M}onte {C}arlo Tree Search",
    author = "Ryu, Sangwon  and
      Do, Heejin  and
      Kim, Yunsu  and
      Lee, Gary  and
      Ok, Jungseul",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.845/",
    pages = "18578--18595",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-cpt,
    title = "{CPT}-Agent: A Cognitive Process Theory-driven Framework for Student Simulation in Writing Development",
    author = "Chen, Yuhan  and
      Shen, Zizhuo  and
      Cheng, Miaomiao  and
      Han, Xu  and
      Gong, Jiefu  and
      Wang, Shijin  and
      Song, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.846/",
    pages = "18596--18616",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-team,
    title = "Team-Based Self-Play With Dual Adaptive Weighting for Fine-Tuning {LLM}s",
    author = "Li, Wu  and
      Zhou, Yigeng  and
      Shi, Zesheng  and
      Wang, Yequan  and
      Zhang, Min  and
      Li, Jing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.847/",
    pages = "18617--18632",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-searchgym,
    title = "{S}earch{G}ym: Bootstrapping Real-World Search Agents via Cost-Effective and High-Fidelity Environment Simulation",
    author = "Zhang, Xichen  and
      He, Ziyi  and
      Zhu, Yinghao  and
      Wu, Sitong  and
      Yu, Shaozuo  and
      Chu, Meng  and
      Zhang, Wenhu  and
      Tan, Haoru  and
      Jia, Jiaya",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.848/",
    pages = "18633--18665",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-learning,
    title = "Learning to Select: Query-Aware Adaptive Dimension Selection for Dense Retrieval",
    author = "Wu, Zhanyu  and
      Zhang, Richong  and
      Nie, Zhijie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.849/",
    pages = "18666--18677",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-meeplelm,
    title = "{M}eeple{LM}: A Virtual Playtester Simulating Diverse Subjective Experiences",
    author = "Li, Zizhen  and
      Li, Chuanhao  and
      Wang, Yibin  and
      Sun, Jianwen  and
      Feng, Yukang  and
      Ai, Jiaxin  and
      Zhang, Fanrui  and
      Sun, Mingzhu  and
      Huang, Yifei  and
      Zhang, Kaipeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.850/",
    pages = "18678--18722",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-msmo,
    title = "{MSMO}-{ABSA}: Multi-Scale and Multi-Objective Optimization for Cross-Lingual Aspect-Based Sentiment Analysis",
    author = "Wu, Chengyan  and
      Ma, Bolei  and
      Deng, Ningyuan  and
      Yanqing, He  and
      Xue, Yun  and
      Xiaoyong, Liu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.851/",
    pages = "18723--18735",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{weng-etal-2026-finesteer,
    title = "{F}ine{S}teer: A Unified Framework for Fine-Grained Inference-Time Steering in Large Language Models",
    author = "Weng, Zixuan  and
      Zhang, Jinghuai  and
      Cai, Kunlin  and
      Li, Ying  and
      Wang, Peiran  and
      Tian, Yuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.852/",
    pages = "18736--18756",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-attention,
    title = "Is the Attention Matrix Really the Key to Self-Attention in Multivariate Long-Term Time Series Forecasting?",
    author = "Li, Xinyu  and
      Chen, Kexi  and
      Shen, Jiajie  and
      Zheng, Ying  and
      Lu, Hong  and
      Zhao, Jin  and
      Wang, Xin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.853/",
    pages = "18757--18773",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kang-etal-2026-difficulty,
    title = "Difficulty-Controllable Cloze Question Distractor Generation",
    author = "Kang, Seokhoon  and
      Jeon, Yejin  and
      Hwang, Seonjeong  and
      Lee, Gary",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.854/",
    pages = "18774--18791",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lin-etal-2026-toolprm,
    title = "{T}ool{PRM}: Fine-Grained Inference Scaling of Structured Outputs for Function Calling",
    author = "Lin, Jianghao  and
      Shi, Yuanyuan  and
      Peng, Xin  and
      Ding, Renjie  and
      Wang, Hairui  and
      Peng, Yuxuan  and
      Bai, Bizhe  and
      Song, Weixi  and
      Bai, Fengshuo  and
      Chai, Huacan  and
      Zhang, Weinan  and
      Huang, Fei  and
      Wen, Ying",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.855/",
    pages = "18792--18804",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-gta,
    title = "{GTA}: Generating Long-horizon Tasks for Web Agents at Scale",
    author = "Huang, Tenghao  and
      Huang, Kung-Hsiang  and
      Choubey, Prafulla Kumar  and
      Zhou, Yilun  and
      Chen, Muhao  and
      May, Jonathan  and
      Wu, Chien-Sheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.856/",
    pages = "18805--18820",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-closing,
    title = "Closing the Modality Reasoning Gap for Speech Large Language Models",
    author = "Wang, Chaoren  and
      Lu, Heng  and
      Zhang, Xueyao  and
      Liu, Shujie  and
      Lu, Yan  and
      Li, Jinyu  and
      Wu, Zhizheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.857/",
    pages = "18821--18835",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-logical,
    title = "Logical Phase Transitions: Understanding Collapse in {LLM} Logical Reasoning",
    author = "Zhang, Xinglang  and
      Zhang, Yunyao  and
      Chen, ZeLiang  and
      Yu, Junqing  and
      Yang, Wei  and
      Song, Zikai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.858/",
    pages = "18836--18860",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wen-etal-2026-speccache,
    title = "{S}pec{C}ache: Speculative {KV} Cache Reuse for Efficient {RAG} Serving",
    author = "Wen, Zijian  and
      Zhang, Tao  and
      Chen, Shuangwu  and
      Ye, Shenghao  and
      Guo, Yu  and
      Chen, Qirui  and
      Shuai, Jingxian  and
      Hou, Yunpeng  and
      He, Huasen  and
      Jianyang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.859/",
    pages = "18861--18871",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-reg,
    title = "{REG}: Retrieval via Emotion Similarity for Guiding Empathetic Dialogue Generation",
    author = "Wang, Xu  and
      Wang, Bo  and
      Xiang, Yang  and
      Tang, Yihong  and
      Zhao, Dongming  and
      Yuzifei  and
      Hou, Yuexian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.860/",
    pages = "18872--18883",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hu-etal-2026-tellwhisper,
    title = "{T}ell{W}hisper: Tell Whisper Who Speaks When",
    author = "Hu, Yifan  and
      Yang, Peiji  and
      Wang, Zhisheng  and
      Zhong, Yicheng  and
      Liu, Rui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.861/",
    pages = "18884--18898",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-taming,
    title = "Taming System Complexity: Demystifying Software Engineering Agents in Diagnosing Linux Kernel Faults",
    author = "Zhou, Zhenhao  and
      Huang, Zhuochen  and
      He, Yike  and
      Wang, Chong  and
      Wang, Jiajun  and
      Wu, Yijian  and
      Peng, Xin  and
      Lou, Yiling",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.862/",
    pages = "18899--18916",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-disco,
    title = "{D}is{C}o{\_}{S}peech: Controllable Zero-Shot Speech Generation with A Disentangled Speech Codec",
    author = "Li, Tao  and
      Ge, Wenshuo  and
      Wang, Zhichao  and
      Cui, Zihao  and
      Ma, Yong  and
      Gao, Yingying  and
      Deng, Chao  and
      Zhang, Shilei  and
      Feng, Junlan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.863/",
    pages = "18917--18931",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{peng-etal-2026-wildreward,
    title = "{W}ild{R}eward: Learning Reward Models from In-the-Wild Human Interactions",
    author = "Peng, Hao  and
      Qi, Yunjia  and
      Wang, Xiaozhi  and
      Yao, Zijun  and
      Hou, Lei  and
      Li, Juanzi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.864/",
    pages = "18932--18948",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yamaguchi-etal-2026-mitigating,
    title = "Mitigating Catastrophic Forgetting in Target Language Adaptation of {LLM}s via Source-Shielded Updates",
    author = "Yamaguchi, Atsuki  and
      Morishita, Terufumi  and
      Villavicencio, Aline  and
      Aletras, Nikolaos",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.865/",
    pages = "18949--18975",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-see,
    title = "{SEE}: Signal Embedding Energy for Quantifying Noise Interference in Large Audio Language Models",
    author = "Zhang, Yuanhe  and
      Tian, Jiayu  and
      Zhang, Yibo  and
      Yan, Shilinlu  and
      Lin, Liang  and
      Zhou, Zhenhong  and
      Sun, Li  and
      Su, Sen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.866/",
    pages = "18976--18995",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-know,
    title = "Know the Known and the Unknown: Reasonable Answer Generation with Knowledge-Informed Citations",
    author = "Zhang, Yichi  and
      Chen, Zhuo  and
      Guo, Lingbing  and
      Xu, Jun  and
      Sun, Mengshu  and
      Liu, Zhizhen  and
      Liang, Lei  and
      Zhang, Wen  and
      Chen, Huajun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.867/",
    pages = "18996--19011",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-focalorder,
    title = "{F}ocal{O}rder: Focal Preference Optimization for Reading Order Detection",
    author = "Liu, Fuyuan  and
      Yu, Dianyu  and
      Ren, He  and
      Liu, Nayu  and
      Kang, Xiaomian  and
      Qiu, Delai  and
      Zhang, Fa  and
      Zhen, Genpeng  and
      Liu, Shengping  and
      Jiaen, Liang  and
      Weihuang  and
      Wang, Yining  and
      Zhu, Junnan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.868/",
    pages = "19012--19029",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-tlsa,
    title = "{TLSA}: {LLM}-Guided Text-Label Space Alignment with Contrastive Learning for Generalized Category Discovery",
    author = "Xu, Wenxi  and
      Qin, Chuan  and
      Chen, Xi  and
      Fang, Chuyu  and
      Zhou, Yuanchun  and
      Zhu, Hengshu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.869/",
    pages = "19030--19046",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ding-etal-2026-hierarchical,
    title = "Hierarchical Token Prepending: Enhancing Information Flow in Decoder-based {LLM} Embeddings",
    author = "Ding, Xueying  and
      Huang, Xingyue  and
      Ju, Mingxuan  and
      Collins, Liam  and
      Liu, Yozen  and
      Akoglu, Leman  and
      Shah, Neil  and
      Zhao, Tong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.870/",
    pages = "19047--19066",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{su-etal-2026-suggest,
    title = "Suggest-Verify-Revise: A Three-Stage Document-Level Event Causality Identification with Narrative Consistency",
    author = "Su, Ya  and
      Zhang, Hu  and
      Qiao, Dan  and
      Wang, YuJie  and
      Zhao, Yunxiao  and
      Fan, Yue  and
      Li, Shike  and
      Li, Ru  and
      Tan, Hongye",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.871/",
    pages = "19067--19091",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jang-etal-2026-storycoder,
    title = "{S}tory{C}oder: Narrative Reformulation for Structured Reasoning in {LLM} Code Generation",
    author = "Jang, Geonhui  and
      Han, Dongyoon  and
      Yoo, YoungJoon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.872/",
    pages = "19092--19112",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-odl,
    title = "{ODL}-{T}emp{LLM}: Ontology-Guided and Description Logic-Reasoned Temporal Reasoning with {LLM}s",
    author = "Liu, Jinshuo  and
      Bi, Cheng  and
      Wang, Meng  and
      Deng, Juan  and
      Ji, Donghong  and
      Pan, Jeff Z.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.873/",
    pages = "19113--19126",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-factrial,
    title = "{FACT}rial: Factorized Clinical Contrastive Training for Scalable Patient-Trial Retrieval",
    author = "Chen, Xuanren  and
      Tao, Chongyang  and
      Shen, Tao  and
      Ma, Shuai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.874/",
    pages = "19127--19145",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kobler-etal-2026-students,
    title = "Your Students Don{'}t Use {LLM}s Like You Wish They Did",
    author = "Kobler, Sebastian  and
      Clemson, Matthew  and
      Sun, Angela  and
      Kummerfeld, Jonathan K.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.875/",
    pages = "19146--19170",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{bi-etal-2026-cut,
    title = "Cut Your Losses! Learning to Prune Paths Early for Efficient Parallel Reasoning",
    author = "Bi, Jiaxi  and
      Luo, Tongxu  and
      Du, Wenyu  and
      Tang, Zhengyang  and
      Wang, Benyou",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.876/",
    pages = "19171--19189",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cao-etal-2026-discourse,
    title = "Discourse Coherence and Response-Guided Context Rewriting for Multi-Party Dialogue Generation",
    author = "Cao, Zhiyu  and
      Li, Peifeng  and
      Zhu, Qiaoming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.877/",
    pages = "19190--19207",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-evolvr,
    title = "{E}volv{R}: Self-Evolving Pairwise Reasoning for Story Evaluation to Enhance Generation",
    author = "Wang, Xinda  and
      Hou, Zhengxu  and
      Zhang, Yangshijie  and
      Yanbingren  and
      Liu, Jialin  and
      Zhao, ChenZhuo  and
      Yang, Zhibo  and
      Yang, Bin-Bin  and
      Xiao, Feng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.878/",
    pages = "19208--19241",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shen-etal-2026-double,
    title = "Double: Breaking the Acceleration Limit via Double Retrieval Speculative Parallelism",
    author = "Shen, Yuhao  and
      Liu, Tianyu  and
      Shen, Junyi  and
      Wu, Jinyang  and
      Kong, Quan  and
      Li, Huan  and
      Wang, Cong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.879/",
    pages = "19242--19263",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-bwla,
    title = "{BWLA}: Breaking the Barrier of {W}1{AX} Post-Training Quantization for {LLM}s",
    author = "Zhao, Zhixiong  and
      Xu, Zukang  and
      Yang, Dawei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.880/",
    pages = "19264--19290",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{choi-etal-2026-progressive,
    title = "Progressive Multimodal Search and Reasoning for Knowledge-Intensive Visual Question Answering",
    author = "Choi, Changin  and
      Lee, Wonseok  and
      Ko, Jungmin  and
      Rhee, Wonjong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.881/",
    pages = "19291--19315",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiang-etal-2026-dynamics,
    title = "Dynamics of Cognitive Heterogeneity: Investigating Behavioral Biases in Multi-Stage Supply Chains with {LLM}-Based Simulation",
    author = "Jiang, Jiuyun  and
      Hong, Yuecheng  and
      Yang, Bo  and
      Yang, Jin  and
      Jiang, Guangxin  and
      Guo, Xiaomeng  and
      Xiao, Guang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.882/",
    pages = "19316--19333",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-triviality,
    title = "Triviality Corrected Endogenous Reward",
    author = "Wang, Xinda  and
      Hou, Zhengxu  and
      Zhang, Yangshijie  and
      Yanbingren  and
      Liu, Jialin  and
      Zhao, ChenZhuo  and
      Yang, Zhibo  and
      Yang, Bin-Bin  and
      Xiao, Feng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.883/",
    pages = "19334--19355",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-identity,
    title = "Identity-Robust Language Model Generation via Content Integrity Preservation",
    author = "Zhang, Miao  and
      Chen, Kelly  and
      Tanjim, Mehrab  and
      Chunara, Rumi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.884/",
    pages = "19356--19370",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-rfs,
    title = "{RFS}-Guard: Detecting Reasoning Hallucinations via Cross-Phase Routing Focus in Large Reasoning Models",
    author = "Liu, Zihang  and
      Zhouhua, Fang  and
      Liu, Hui  and
      Liu, Zhiwei  and
      Li, Yong  and
      Wang, Haishuai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.885/",
    pages = "19371--19385",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-causal,
    title = "Causal-{ESC}: Reliable Policy Learning for Emotional Support Conversation via Causal Inference",
    author = "Wang, Xv  and
      Zhenyu, Wang  and
      Zheng, Guanyu  and
      Zhang, Rui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.886/",
    pages = "19386--19401",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-chain,
    title = "Chain-of-Thought Compression Should Not Be Blind: {V}-Skip for Efficient Multimodal Reasoning via Dual-Path Anchoring",
    author = "Zhang, Dongxu  and
      Sun, Yiding  and
      Tan, Cheng  and
      Yan, Wenbiao  and
      Yang, Ning  and
      Zhu, Jihua  and
      Zhang, Haijun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.887/",
    pages = "19402--19415",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiang-etal-2026-codejudgebench,
    title = "{C}ode{J}udge{B}ench: Benchmarking {LLM}-as-a-Judge for Coding Tasks",
    author = "Jiang, Hongchao  and
      Chen, Yiming  and
      Cao, Yushi  and
      Lee, Hung-yi  and
      Tan, Robby T.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.888/",
    pages = "19416--19448",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hu-etal-2026-towards,
    title = "Towards a Mechanistic Understanding of Large Reasoning Models: A Survey of Training, Inference, and Failures",
    author = "Hu, Yi  and
      Gu, Jiaqi  and
      Wang, Ruxin  and
      Yao, Zijun  and
      Peng, Hao  and
      Wu, Xiaobao  and
      Chen, Jianhui  and
      Zhang, Muhan  and
      Pan, Liangming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.889/",
    pages = "19449--19466",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xiao-etal-2026-modeling,
    title = "Modeling {LLM} Unlearning as an Asymmetric Two-Task Learning Problem",
    author = "Xiao, Zeguan  and
      Li, Siqing  and
      Wang, Yong  and
      Wei, Xuetao  and
      Yang, Jian  and
      Chen, Yun  and
      Chen, Guanhua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.890/",
    pages = "19467--19477",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sun-etal-2026-mvp,
    title = "{MVP}: Enhancing Video Large Language Models via Self-supervised Masked Video Prediction",
    author = "Sun, Xiaokun  and
      Wu, Zezhong  and
      Ding, Zewen  and
      Xu, Linli",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.891/",
    pages = "19478--19493",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-knowledge,
    title = "Knowledge Poisoning Attacks on Medical Multi-Modal Retrieval-Augmented Generation",
    author = "Yang, Peiru  and
      Zheng, Haoran  and
      Ju, Tong  and
      Wang, Shiting  and
      Ni, Wanchun  and
      Liu, Jiajun  and
      Wang, Shangguang  and
      Huang, Yongfeng  and
      Qi, Tao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.892/",
    pages = "19494--19513",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhai-etal-2026-maximizing,
    title = "Maximizing Local Entropy Where It Matters: Prefix-Aware Localized {LLM} Unlearning",
    author = "Zhai, Naixin  and
      Shao, Pengyang  and
      Zheng, Binbin  and
      Yang, Yonghui  and
      Shen, Fei  and
      Bai, Long  and
      Yang, Xun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.893/",
    pages = "19514--19531",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-bigger,
    title = "When Bigger Isn{'}t Better: A Comprehensive Fairness Evaluation of Political Bias in Multi-News Summarisation",
    author = "Huang, Nannan  and
      Maab, Iffat  and
      Yamagishi, Junichi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.894/",
    pages = "19532--19563",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mita-etal-2026-language,
    title = "Language Acquisition Device in Large Language Models",
    author = "Mita, Masato  and
      Someya, Taiga  and
      Yoshida, Ryo  and
      Oseki, Yohei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.895/",
    pages = "19564--19577",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ren-etal-2026-caml,
    title = "{CAML}: A Conflict-Aware Molecular Language Model Merging Framework for Multi-Constraint Molecular Generation",
    author = "Ren, Xuanbai  and
      Tan, Luoda  and
      Liu, Pei  and
      Ma, Tengfei  and
      Fu, Xiangzheng  and
      Wang, Longyue  and
      Liu, Yiping  and
      Zeng, Xiangxiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.896/",
    pages = "19578--19594",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{feng-etal-2026-stratagem,
    title = "Stratagem: Learning Transferable Reasoning via Trajectory-Modulated Game Self-Play",
    author = "Feng, Xiachong  and
      Yin, Deyi  and
      Feng, Xiaocheng  and
      Jiang, Yi  and
      Qin, Libo  and
      Ye, Yangfan  and
      Huang, Lei  and
      Ma, Weitao  and
      Li, Qiming  and
      Gu, Yuxuan  and
      Qin, Bing  and
      Kong, Lingpeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.897/",
    pages = "19595--19614",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{su-etal-2026-nose,
    title = "{NOSE}: Neural Olfactory-Semantic Embedding with Tri-Modal Orthogonal Contrastive Learning",
    author = "Su, Yanyi  and
      Wang, Hongshuai  and
      Gao, Zhifeng  and
      Cheng, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.898/",
    pages = "19615--19647",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fan-etal-2026-refl,
    title = "{R}e{FL}: Reflective Feedback Learning for Hallucination Detection of Large Language Models",
    author = "Fan, Cunhang  and
      Zhang, Jun  and
      Zhang, Xue  and
      Zhang, Shuai  and
      Lv, Zhao  and
      Tao, Jianhua  and
      Wen, Zhengqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.899/",
    pages = "19648--19665",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ma-etal-2026-fine,
    title = "Fine-Mem: Fine-Grained Feedback Alignment for Long-Horizon Memory Management",
    author = "Ma, Weitao  and
      Feng, Xiaocheng  and
      Huang, Lei  and
      Feng, Xiachong  and
      Ma, Zhanyu  and
      Xu, Jun  and
      Gao, Jiuchong  and
      Hao, Jinghua  and
      He, Renqing  and
      Qin, Bing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.900/",
    pages = "19666--19684",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-naturalsloth,
    title = "{N}atural{S}loth: Revisiting Denial-of-Service Attacks on Large Language Models",
    author = "Chen, Yiming  and
      Li, Zexin  and
      Yue, Xianghu  and
      Tan, Robby T.  and
      Li, Haizhou",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.901/",
    pages = "19685--19702",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yuan-etal-2026-higoe,
    title = "{H}i{G}o{E}: Hierarchical Graph of Evidence to Enhance Retrieval-Augmented Generation for Long-context Summarization",
    author = "Yuan, Long  and
      Tian, Kaiwen  and
      Chen, Zi  and
      Zheng, Bolong  and
      Ma, Chuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.902/",
    pages = "19703--19724",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{nguyen-etal-2026-region,
    title = "Region-Grounded Report Generation for 3{D} Medical Imaging: A Fine-Grained Dataset and Graph-Enhanced Framework",
    author = "Nguyen, Cong Huy  and
      Nguyen, Son Dinh  and
      Li, Guanlin  and
      Nguyen, Tuan Dung  and
      Sankaran, Aditya Narayan  and
      Thong, Mai Huy  and
      Nguyen, Thanh Trung  and
      Son, Mai Hong  and
      Farahbakhsh, Reza  and
      Nguyen, Phi Le  and
      Crespi, Noel",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.903/",
    pages = "19725--19740",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lu-etal-2026-ui,
    title = "{UI}-Copilot: Advancing Long-Horizon {GUI} Automation via Tool-Integrated Policy Optimization",
    author = "Lu, Zhengxi  and
      Tang, Fei  and
      Liu, Guangyi  and
      Ma, Jin  and
      Song, Kaitao  and
      Tan, Xu  and
      Zhang, Wenqi  and
      Lu, Weiming  and
      Xiao, Jun  and
      Zhuang, Yueting  and
      Shen, Yongliang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.904/",
    pages = "19741--19762",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-stk,
    title = "{STK}-Adapter: Incorporating Evolving Graph and Event Chain for Temporal Knowledge Graph Extrapolation",
    author = "Zhao, Shuyuan  and
      Chen, Wei  and
      Zhang, Weijie  and
      Hou, Xinrui  and
      Shen, Junfeng  and
      Shi, Boyan  and
      Guo, Shengnan  and
      Lin, Youfang  and
      Wan, Huaiyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.905/",
    pages = "19763--19778",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-learning,
    title = "Learning What Matters: Dynamic Dimension Selection and Aggregation for Interpretable Vision-Language Reward Modeling",
    author = "Chen, Qiyuan  and
      Huang, Hongsen  and
      Chen, Jiahe  and
      Shao, Qian  and
      Chen, Jintai  and
      Xu, Hongxia  and
      Hua, Renjie  and
      Chuan, Ren  and
      Wu, Jian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.906/",
    pages = "19779--19792",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-deepguard,
    title = "{D}eep{G}uard: Secure Code Generation via Multi-Layer Semantic Aggregation",
    author = "Huang, Li  and
      Liu, Zhongxin  and
      Wu, Yifan  and
      Yin, Tao  and
      li, Dong  and
      Bi, Jichao  and
      Mu, Nankun  and
      Zhang, Hongyu  and
      Yan, Meng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.907/",
    pages = "19793--19813",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhan-etal-2026-distillation,
    title = "Distillation Traps and Guards: A Calibration Knob for {LLM} Distillability",
    author = "Zhan, Weixiao  and
      Jing, Yongcheng  and
      Rutkowski, Leszek  and
      Tao, Dacheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.908/",
    pages = "19814--19833",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhu-etal-2026-dvmap,
    title = "{DVM}ap: Fine-Grained Pluralistic Value Alignment via High-Consensus Demographic-Value Mapping",
    author = "Zhu, Pengyun  and
      Ren, Yuqi  and
      Wang, Zhen  and
      Yang, Lei  and
      Xiong, Deyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.909/",
    pages = "19834--19852",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{luo-etal-2026-htmr,
    title = "{HTMR}: Hybrid Token Masking Reinforcement Learning with Verifiable Rewards for Event Argument Extraction with Multi-Perspective Reasoning",
    author = "Luo, Jianwen  and
      Jin, Yongkang  and
      Hong, Yu  and
      Yao, Jianmin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.910/",
    pages = "19853--19873",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sun-etal-2026-cot,
    title = "{IS}-{C}o{T}: Breaking the Long-form Generation Collapse via Interleaved Structural Thinking",
    author = "Sun, Zechen  and
      Sun, Yuyang  and
      Tang, Zecheng  and
      Li, Juntao  and
      Hu, Wenpeng  and
      Chen, Wenliang  and
      Luo, Zhunchen  and
      Geng, Guotong  and
      Zhang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.911/",
    pages = "19874--19887",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-seeing,
    title = "Seeing the Whole Elephant: A Benchmark for Failure Attribution in {LLM}-based Multi-Agent Systems",
    author = "Chen, Mengzhuo  and
      Wang, Junjie  and
      Mu, Fangwen  and
      Wang, Yawen  and
      Liu, Zhe  and
      Feng, Huanxiang  and
      Wang, Qing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.912/",
    pages = "19888--19905",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-mtavg,
    title = "{MTAVG}-Bench: A Diagnostic Benchmark for Multi-Talker Dialogue-Centric Audio-Video Generation",
    author = "Zhou, Yanghao  and
      Li, Haitian  and
      Lin, Rexar  and
      Huang, Heyan  and
      Zhou, Jinxing  and
      Yuan, Changsen  and
      Lan, Tian  and
      Zhou, Ziqin  and
      Li, Yudong  and
      Xu, Jiajun  and
      Liao, Jingyun  and
      Cheng, YiMing  and
      Chen, Xuefeng  and
      Mao, Xian-Ling  and
      Feng, Yousheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.913/",
    pages = "19906--19942",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-llms-hallucinate,
    title = "Why {LLM}s Hallucinate on Structured Knowledge: A Mechanistic Analysis of Reasoning over Linearized Representations",
    author = "Li, Shanghao  and
      Han, Jinda  and
      Wang, Yibo  and
      Zhu, Yuanjie  and
      Song, Zihe  and
      He, Langzhou  and
      Alghythee, Kenan Kamel A  and
      Yu, Philip S.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.914/",
    pages = "19943--19956",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hou-etal-2026-subtokentest,
    title = "{S}ub{T}oken{T}est: A Practical Benchmark for Real-World Sub-token Understanding",
    author = "Hou, Shuyang  and
      Hu, Yi  and
      Zhang, Muhan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.915/",
    pages = "19957--19999",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiang-etal-2026-benchmarking,
    title = "Benchmarking and Enabling Efficient {C}hinese Medical Retrieval via Asymmetric Encoders",
    author = "Jiang, Angqing  and
      Chen, Jianlyu  and
      Zhefang  and
      Wang, Yongcan  and
      Li, Xinpeng  and
      Ding, Keyu  and
      Lian, Defu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.916/",
    pages = "20000--20020",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xia-etal-2026-merlins,
    title = "Merlin{'}s Whisper: Enabling Efficient Reasoning in Large Language Models via Black-box Persuasive Prompting",
    author = "Xia, Heming  and
      Du, Cunxiao  and
      Li, Rui  and
      Leong, Chak Tou  and
      Li, Yongqi  and
      Li, Wenjie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.917/",
    pages = "20021--20039",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-zhang-2026-cake,
    title = "{CAKE}: Causal-Guided Adaptive Knowledge Editing for {LLM}s",
    author = "Liu, Shuxin  and
      Zhang, Jianhao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.918/",
    pages = "20040--20070",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shen-etal-2026-preconditioned,
    title = "Preconditioned Test-Time Adaptation for Out-of-Distribution Debiasing in Narrative Generation",
    author = "Shen, Hanwen  and
      Ying, Ting  and
      Lu, Jiajie  and
      Wang, Shanshan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.919/",
    pages = "20071--20104",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lin-etal-2026-backdoor,
    title = "Backdoor Collapse: Eliminating Unknown Threats Via Known Backdoor Aggregation In Language Models",
    author = "Lin, Liang  and
      Yu, Miao  and
      Aloqaily, Moayad  and
      Zhou, Zhenhong  and
      Wang, Kun  and
      Pang, Linsey  and
      Mehrotra, Prakhar  and
      Wen, Qingsong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.920/",
    pages = "20105--20123",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-less,
    title = "Less is More: Improving {LLM} Reasoning with Minimal Test-Time Intervention",
    author = "Yang, Zhen  and
      Zhang, Mingyang  and
      Chen, Feng  and
      Ding, Ganggui  and
      Hou, Liang  and
      Tao, Xin  and
      Chen, Ying-Cong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.921/",
    pages = "20124--20137",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{guo-etal-2026-league,
    title = "League of {LLM}s: A Benchmark-Free Paradigm for Mutual Evaluation of Large Language Models",
    author = "Guo, Qianhong  and
      Xie, Wei  and
      Cai, Xiaofang  and
      Wang, Enze  and
      Ma, Shuoyoucheng  and
      Sun, Xiaobing  and
      Xia, Tian  and
      Chen, Kai  and
      Wang, Xiaofeng  and
      Wang, Baosheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.922/",
    pages = "20138--20159",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cho-lee-2026-rare,
    title = "{RARE}: Redundancy-Aware Retrieval Evaluation Framework for High-Similarity Corpora",
    author = "Cho, Hanjun  and
      Lee, Jay-Yoon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.923/",
    pages = "20160--20185",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fan-etal-2026-leibniz,
    title = "Leibniz: Theory-of-Mind Driven Neuro-Symbolic Logical Reasoning via Multi-Agent Collaboration",
    author = "Fan, Yue  and
      Zhang, Hu  and
      Zhao, Yunxiao  and
      Zhang, Guangjun  and
      Zhan, Hao  and
      Li, Ru  and
      Tan, Hongye  and
      Wang, Yuanlong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.924/",
    pages = "20186--20210",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-paradox,
    title = "The Paradox of Outcome Optimization: A Causal Information-Theoretic Bound on Reasoning Shortcuts in {LLM}s",
    author = "Chen, Zihan  and
      Zhang, Yiming  and
      Geng, Wenxiang  and
      Ding, Zenghui  and
      Sun, Yining",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.925/",
    pages = "20211--20221",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{safarzadeh-etal-2026-spence,
    title = "{SPENCE}: A Syntactic Probe for Detecting Contamination in {NL}2{SQL} Benchmarks",
    author = "Safarzadeh, Mohammadtaher  and
      Patel, Hitesh Laxmichand  and
      Oroojlooy, Afshin  and
      Horwood, Graham  and
      Roth, Dan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.926/",
    pages = "20222--20239",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jian-etal-2026-patarm,
    title = "{P}a{T}a{RM}: Bridging Pairwise and Pointwise Signals via Preference-Aware Task-Adaptive Reward Modeling",
    author = "Jian, Ai  and
      Ruan, Jingqing  and
      Ma, Xing  and
      Li, Dailin  and
      Zhang, Weipeng  and
      Zeng, Ke  and
      Cai, Xunliang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.927/",
    pages = "20240--20268",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-uncovering,
    title = "Uncovering Sentiment Analysis Circuit in Large Language Model",
    author = "Li, Shichen  and
      Wang, Zhouyang  and
      Wang, Zhongqing  and
      Li, Peifeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.928/",
    pages = "20269--20289",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-xu-2026-think,
    title = "Think Before Writing: Feature-Level Multi-Objective Optimization for Generative Citation Visibility",
    author = "Liu, Zikang  and
      Xu, Peilan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.929/",
    pages = "20290--20303",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{saha-gokhale-2026-zero,
    title = "Zero-Shot Multimodal Retrieval with Multi-Scale Contextual Representations",
    author = "Saha, Sourajit  and
      Gokhale, Tejas",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.930/",
    pages = "20304--20324",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fu-etal-2026-reefbench,
    title = "{R}e{E}f{B}ench: Quantifying the Reasoning Efficiency of {LLM}s",
    author = "Fu, Zhizhang  and
      Gu, Yuancheng  and
      Hu, Chenkai  and
      Liu, Hanmeng  and
      Zhang, Yue",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.931/",
    pages = "20325--20346",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-beyond,
    title = "Beyond Ranking: Fine-Grained Diagnostics and Self-Improvement for {MLLM}s",
    author = "Xu, Mingze  and
      Zhao, Zijing  and
      Peng, Qiming  and
      Peng, Houwen  and
      Hu, Han  and
      Kang, Zhanhui  and
      Han, Yuxing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.932/",
    pages = "20347--20377",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xiao-etal-2026-bridging,
    title = "Bridging Internal Consistency and External Alignment: A Causal and Dynamic Interpretability Framework for {LLM} Generation",
    author = "Xiao, Shuyao  and
      Wang, Shengling  and
      Chao, Ke",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.933/",
    pages = "20378--20392",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-beyond-last,
    title = "Beyond the Last Frame: Process-aware Evaluation for Generative Video Reasoning",
    author = "Li, Yifan  and
      Gu, YuKai  and
      Min, Yingqian  and
      Liu, Zikang  and
      Du, Yifan  and
      Zhou, Kun  and
      Yang, Min  and
      Zhao, Xin  and
      Qiu, Minghui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.934/",
    pages = "20393--20409",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ling-etal-2026-thor,
    title = "{THOR}: A Theta-Gamma Hierarchical Oscillatory Reasoning Framework for Multi-hop {QA}",
    author = "Ling, Ziyang  and
      Xu, Ronald X.  and
      Sun, Mingzhai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.935/",
    pages = "20410--20437",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-enhance,
    title = "How Should We Enhance the Safety of Large Reasoning Models: An Empirical Study",
    author = "Zhang, Zhexin  and
      Loye, Xian Qi  and
      Huang, Victor Shea-Jay  and
      Yang, Junxiao  and
      Zhu, Qi  and
      Cui, Shiyao  and
      Mi, Fei  and
      Shang, Lifeng  and
      Wang, Yingkang  and
      Wang, Hongning  and
      Huang, Minlie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.936/",
    pages = "20438--20457",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lan-etal-2026-hscodecomp,
    title = "{HSC}ode{C}omp: A Realistic and Expert-level Agent Benchmark for Hierarchical Rule Application",
    author = "Lan, Tian  and
      Yang, Yiqian  and
      Jia, Qianghuai  and
      Zhu, Li  and
      Jiang, Hui  and
      Zhu, Hang  and
      Luo, Weihua  and
      Wang, Longyue",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.937/",
    pages = "20458--20489",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{qian-etal-2026-anchorseg,
    title = "{A}nchor{S}eg: Language Grounded Query Banks for Reasoning Segmentation",
    author = "Qian, Rui  and
      Deng, Chuanhang  and
      Huang, Qiang  and
      Xiong, Jian  and
      Li, Mingxuan  and
      Zhou, Yingbo  and
      Zhai, Wei  and
      Chen, Jintao  and
      Dou, Dejing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.938/",
    pages = "20490--20505",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-r,
    title = "{R}{\textasciicircum}3{AG}: Retriever Routing for Retrieval-Augmented Generation",
    author = "Zhao, Tong  and
      Zhu, Yutao  and
      Tian, Yucheng  and
      Dou, Zhicheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.939/",
    pages = "20506--20522",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{nkhata-etal-2026-clusterrag,
    title = "{C}luster{RAG}: Cluster-Based Collaborative Filtering for Personalized Retrieval-Augmented Generation",
    author = "Nkhata, Gibson  and
      Oyshi, Uttamasha Anjally  and
      Mai, Quan  and
      Gauch, Susan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.940/",
    pages = "20523--20539",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-toward,
    title = "Toward Robust In-Context Learning: Leveraging Out-of-distribution Proxies for Target Inaccessible Demonstration Retrieval",
    author = "Xu, Hao  and
      Bo, Rite  and
      Giunchiglia, Fausto  and
      Li, Yingji  and
      Song, Rui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.941/",
    pages = "20540--20556",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{bai-etal-2026-autoschemakg,
    title = "{A}uto{S}chema{KG}: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora",
    author = "Bai, Jiaxin  and
      Fan, Wei  and
      Hu, Qi  and
      Zong, Qing  and
      Li, Chunyang  and
      Tsang, Hong Ting  and
      Luo, Hongyu  and
      Yim, Yauwai  and
      Huang, Haoyu  and
      Zhou, Xiao  and
      Qin, Feng  and
      Zheng, Tianshi  and
      Peng, Xi  and
      Yao, Xin  and
      Yang, Huiwen  and
      Wu, Leijie  and
      Yi, JI  and
      Zhang, Gong  and
      Chen, Renhai  and
      Song, Yangqiu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.942/",
    pages = "20557--20584",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-liao-2026-aligned,
    title = "Aligned Multi-View Scripts for Universal Chart-to-Code Generation",
    author = "Zhang, Zhihan  and
      Liao, Lizi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.943/",
    pages = "20585--20611",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lee-etal-2026-speakersleuth,
    title = "{S}peaker{S}leuth: Can Large Audio-Language Models Judge Speaker Consistency across Multi-turn Dialogues?",
    author = "Lee, Jonggeun  and
      Pyo, Junseong  and
      Seo, Gyuhyeon  and
      Jo, Yohan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.944/",
    pages = "20612--20636",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zou-etal-2026-breaking,
    title = "Breaking Block Boundaries: Anchor-based History-stable Decoding for Diffusion Large Language Models",
    author = "Zou, Shun  and
      Wang, Yong  and
      Chen, Zehui  and
      Chen, Lin  and
      Tao, Chongyang  and
      Zhao, Feng  and
      Chu, Xiangxiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.945/",
    pages = "20637--20658",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-hisvd,
    title = "{H}i{SVD}: Principled Low-Rank Approximation of {LLM}s via Hierarchical Modeling of Information Capacity and Spectral Structure",
    author = "Chen, Zhuo  and
      Li, Minghao  and
      Ma, Xiaoqian  and
      Fan, Siqi  and
      Huang, Xiusheng  and
      Liujie, Zhang  and
      Chen, Weihang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.946/",
    pages = "20659--20677",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-unveiling,
    title = "Unveiling the Unknown: Open-Set Entity Typing via Two-Stage Generation",
    author = "Chen, Hu  and
      Yang, Binhan  and
      Shen, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.947/",
    pages = "20678--20694",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lee-etal-2026-dont,
    title = "Don{'}t Adapt Small Language Models for Tools; Adapt Tool Schemas to the Models",
    author = "Lee, Jonggeun  and
      Song, Woojung  and
      Han, Jongwook  and
      Pyun, Haesung  and
      Jo, Yohan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.948/",
    pages = "20695--20719",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yin-etal-2026-language,
    title = "Language Reconstruction with Brain Predictive Coding from f{MRI} Data",
    author = "Yin, Congchi  and
      Ye, Ziyi  and
      Li, Piji",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.949/",
    pages = "20720--20743",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-chaining,
    title = "Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards",
    author = "Zhang, Jiajie  and
      Lv, Xin  and
      Feng, Ling  and
      Hou, Lei  and
      Li, Juanzi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.950/",
    pages = "20744--20765",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-think,
    title = "Think Natively: Unlocking Multilingual Reasoning with Consistency-Enhanced Reinforcement Learning",
    author = "Zhang, Xue  and
      Liang, Yunlong  and
      Meng, Fandong  and
      Zhang, Songming  and
      Huang, Kaiyu  and
      Chen, Yufeng  and
      Jinan, Xu  and
      Zhou, Jie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.951/",
    pages = "20766--20783",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cheng-etal-2026-mem2evolve,
    title = "{M}em$^2${E}volve: Towards Self-Evolving Agents via Co-Evolutionary Capability Expansion and Experience Distillation",
    author = "Cheng, Zihao  and
      Liu, Zeming  and
      Shan, Yingyu  and
      Wang, Xinyi  and
      Zhu, Xiangrong  and
      Ma, Yunpu  and
      Wang, Hongru  and
      Guo, Yuhang  and
      Lin, Wei  and
      Wang, Yunhong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.952/",
    pages = "20784--20831",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jin-etal-2026-videocurl,
    title = "{V}ideo{C}u{RL}: Video Curriculum Reinforcement Learning with Orthogonal Difficulty Decomposition",
    author = "Jin, Hongbo  and
      Lin, Kuanwei  and
      Zhang, Wenhao  and
      Jin, Yichen  and
      Li, Ge",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.953/",
    pages = "20832--20845",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{qian-2026-visual,
    title = "Visual Inception: Compromising Long-term Planning in Agentic Recommenders via Multimodal Memory Poisoning",
    author = "Qian, Jiachen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.954/",
    pages = "20846--20862",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{bu-feng-2026-language,
    title = "Language on Demand, Knowledge at Core: Composing {LLM}s with Encoder-Decoder Translation Models for Extensible Multilinguality",
    author = "Bu, Mengyu  and
      Feng, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.955/",
    pages = "20863--20885",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jia-etal-2026-geoarena,
    title = "{G}eo{A}rena: Evaluating Open-World Geographic Reasoning in Large Vision-Language Models",
    author = "Jia, Pengyue  and
      Zhang, Yingyi  and
      Zhao, Xiangyu  and
      Li, Sharon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.956/",
    pages = "20886--20901",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-fisher,
    title = "Fisher-Driven Adaptive Locating for Knowledge Editing in Large Language Models",
    author = "Xu, Chenghao  and
      Yan, Jiexi  and
      Lyu, Guangtao  and
      Liu, Qi  and
      Yang, Muli  and
      Deng, Cheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.957/",
    pages = "20902--20913",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ma-etal-2026-ar,
    title = "From {AR} to Diffusion: Efficiently Adapting Large Language Models with Strictly Causal and Elastic Horizons",
    author = "Ma, Xiangyu  and
      Xiao, Teng  and
      Li, Zuchao  and
      Zhang, Lefei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.958/",
    pages = "20914--20927",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{park-etal-2026-expert,
    title = "{E}x{P}er{T}: Personalizing {LLM} Responses to Users' Domain Expertise via Query-Wise Semantic and Keystroke Behavioral Cues",
    author = "Park, Yeji  and
      Tark, Jiwon  and
      Gong, Taesik",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.959/",
    pages = "20928--20963",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-measure,
    title = "Measure Twice, Click Once: Co-evolving Proposer and Visual Critic via Reinforcement Learning for {GUI} Grounding",
    author = "Wang, Wenkai  and
      Li, Xiyun  and
      Guo, Hongcan  and
      Yu, Wenhao  and
      Fang, Tianqing  and
      Mi, Haitao  and
      Yu, Dong  and
      Zhang, Shengyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.960/",
    pages = "20964--20984",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-retrieving,
    title = "Retrieving to Recover: Towards Incomplete Audio-Visual Question Answering via Semantic-consistent Purification",
    author = "Zhang, Jiayu  and
      Ye, Shuo  and
      Ye, Qilang  and
      Song, Zihan  and
      Huang, Jiajian  and
      YU, Zitong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.961/",
    pages = "20985--20995",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-chathls,
    title = "{C}hat{HLS}: Towards Systematic Design Automation and Optimization for High-Level Synthesis",
    author = "Li, Runkai  and
      Xiong, Jia  and
      He, Xiuyuan  and
      Zhao, Jieru  and
      Lv, Jiaqi  and
      Fang, Haowen  and
      Qi, Lei  and
      Wang, Xi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.962/",
    pages = "20996--21015",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{al-kautsar-etal-2026-cultural,
    title = "Cultural Benchmarking of {LLM}s in Standard and Dialectal {A}rabic Dialogues",
    author = "Al Kautsar, Muhammad Dehan  and
      Almheiri, Saeed  and
      Ahsan, Momina  and
      Elbouardi, Bilal  and
      Samih, Younes  and
      Ahmad, Sarfraz  and
      Keleg, Amr  and
      El Herraoui, Omar  and
      Elzeky, Kareem  and
      Freihat, Abed Alhakim  and
      Anwar, Mohamed  and
      Xie, Zhuohan  and
      Liang, Junhong  and
      Al Nasar, Mohammad Rustom  and
      Nakov, Preslav  and
      Koto, Fajri",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.963/",
    pages = "21016--21039",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-rerec,
    title = "{R}e{R}ec: Reasoning-Augmented {LLM}-based Recommendation Assistant via Reinforcement Fine-tuning",
    author = "Huang, Jiani  and
      Wang, Shijie  and
      Ning, Liang-Bo  and
      Fan, Wenqi  and
      Qing, Li",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.964/",
    pages = "21040--21055",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cao-etal-2026-moa,
    title = "{M}o{A}: Heterogeneous Mixture of Adapters for Parameter-Efficient Fine-Tuning of Large Language Models",
    author = "Cao, Jie  and
      Lin, Tianwei  and
      Yuan, Bo  and
      Yan, Rolan  and
      He, Hongyang  and
      Zhang, Wenqiao  and
      Li, Juncheng  and
      Zhang, Dongping  and
      Tang, Siliang  and
      Zhuang, Yueting",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.965/",
    pages = "21056--21073",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lu-etal-2026-beyond,
    title = "Beyond the Context Window: Scaling Agentic {RL} via End-to-end Optimized Context Compression",
    author = "Lu, Miao  and
      Sun, Weiwei  and
      Du, Weihua  and
      Ling, Zhan  and
      Yao, Xuesong  and
      Liu, Kang  and
      Chen, Jiecao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.966/",
    pages = "21074--21125",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gu-etal-2026-probing,
    title = "Probing the Safety Robustness of {LLM}s in Latent Space",
    author = "Gu, Tianle  and
      Huang, Kexin  and
      Wang, Zongqi  and
      Wang, Yixu  and
      Li, Jie  and
      Wang, Xin  and
      Yao, Yang  and
      Yang, Yujiu  and
      Teng, Yan  and
      Wang, Yingchun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.967/",
    pages = "21126--21143",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-looptool,
    title = "{L}oop{T}ool: Closing the Data{--}Training Loop for Robust {LLM} Tool Calls",
    author = "Zhang, Kangning  and
      Liu, Weiwen  and
      Jiao, Wenxiang  and
      Du, Kounianhua  and
      Lu, Yuan  and
      Zhang, Weinan  and
      Yu, Yong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.968/",
    pages = "21144--21164",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fang-shi-2026-placing,
    title = "Placing Puzzle Pieces Where They Matter: A Question Augmentation Framework for Reinforcement Learning",
    author = "Fang, Yangyi  and
      Shi, Haolin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.969/",
    pages = "21165--21183",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zheng-etal-2026-usb,
    title = "{USB}: A {COMPREHENSIVE} {AND} {UNIFIED} {SAFETY} {EVALUATION} {BENCHMARK} {FOR} {MULTIMODAL} {LARGE} {LANGUAGE} {MODELS}",
    author = "Zheng, Baolin  and
      Chen, Guanlin  and
      Teng, Qingyang  and
      Zhong, Hongqiong  and
      Tan, Yingshui  and
      Liu, Zhendong  and
      Wang, Weixun  and
      Liu, Jiaheng  and
      Yang, Jian  and
      Jing, Huiyun  and
      Wei, Jincheng  and
      Su, Wenbo  and
      Zhu, Xiaoyong  and
      Zheng, Bo  and
      Zhang, Kaifu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.970/",
    pages = "21184--21211",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hu-etal-2026-flowsearch,
    title = "{F}low{S}earch: Advancing Deep Research with Dynamic Structured Knowledge Flow",
    author = "Hu, Yusong  and
      Ma, Runmin  and
      Fan, Yue  and
      Shi, Jinxin  and
      Cao, Zongsheng  and
      Zhou, Yuhao  and
      Yuan, Jiakang  and
      Zhang, Shuaiyu  and
      Feng, Shiyang  and
      Yan, Xiangchao  and
      Zhang, Shufei  and
      Zhang, Wenlong  and
      Bai, Lei  and
      Zhang, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.971/",
    pages = "21212--21245",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-llmeval,
    title = "{LLME}val-Fair: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models",
    author = "Zhang, Ming  and
      Shen, Yujiong  and
      Deng, Jingyi  and
      Wang, Yuhui  and
      Sha, Huayu  and
      Tan, Kexin  and
      Peng, Qiyuan  and
      Zhang, Yue  and
      Wang, Junzhe  and
      Liu, Shichun  and
      Huang, Yueyuan  and
      Tong, Jingqi  and
      Jiang, Changhao  and
      Wu, Yilong  and
      Zhang, Zhihao  and
      Wu, Mingqi  and
      Chai, Mingxu  and
      Xi, Zhiheng  and
      Dou, Shihan  and
      Gui, Tao  and
      Zhang, Qi  and
      Huang, Xuanjing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.972/",
    pages = "21246--21273",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-signer,
    title = "{SAME}: Signer-Aware Mixture-of-Experts for Test-Time Adaptation in Sign Language Translation",
    author = "Yang, Lujia  and
      Yan, Weicai  and
      He, Yongbo  and
      Zhang, Qifei  and
      Jin, Tao  and
      Zhang, Jinshan  and
      Xi, Meng  and
      Yin, Jianwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.973/",
    pages = "21274--21289",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fang-etal-2026-controllable,
    title = "Controllable {LLM} Reasoning via Sparse Autoencoder-Based Steering",
    author = "Fang, Yi  and
      Wang, Wenjie  and
      Xue, Mingfeng  and
      Deng, Boyi  and
      Xu, Fengli  and
      Liu, Dayiheng  and
      Feng, Fuli",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.974/",
    pages = "21290--21305",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yin-etal-2026-ledom,
    title = "{LEDOM}: Reverse Language Model",
    author = "Yin, Xunjian  and
      Cheng, Sitao  and
      Xie, Yuxi  and
      Hu, Xinyu  and
      Lin, Li  and
      Wang, Xinyi  and
      Pan, Liangming  and
      Wang, William Yang  and
      Wan, Xiaojun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.975/",
    pages = "21306--21326",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-aegis,
    title = "{AEGIS}: A Holistic Benchmark for Evaluating Forensic Analysis of {AI}-Generated Academic Images",
    author = "Zhang, Bo  and
      Ma, Tzu-Yen  and
      Tang, Zichen  and
      Ding, Junpeng  and
      Wang, Zirui  and
      Zhao, Yizhuo  and
      Gao, Peilin  and
      Xi, Zijie  and
      Ding, Zixin  and
      Sun, Haiyang  and
      Gao, Haocheng  and
      Liu, Yuan  and
      Wang, Liangjia  and
      Huang, Yiling  and
      Wang, Yujie  and
      Zhang, Yuyue  and
      Xi, Ronghui  and
      Li, Yuanze  and
      Liu, Jiacheng  and
      Yang, Zhongjun  and
      E, Haihong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.976/",
    pages = "21327--21363",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-gaoyao,
    title = "The {G}ao{Y}ao Benchmark: A Comprehensive Framework for Evaluating Multilingual and Multicultural Abilities of Large Language Models",
    author = "Liu, Yilun  and
      Zhao, Chunguang  and
      Piao, Mengyao  and
      Miao, Lingqi  and
      Tao, Shimin  and
      HE, Minggui  and
      Liu, Chenxin  and
      Li, Zhang  and
      Mahongxia  and
      Guo, Jiaxin  and
      Liu, Chen  and
      Deng, Liqun  and
      Wei, Jiansheng  and
      Meng, Xiaojun  and
      Du, Fanyi  and
      Wei, Daimeng  and
      Xiao, Yanghua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.977/",
    pages = "21364--21384",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-metro,
    title = "{METRO}: Towards Strategy Induction from Expert Dialogue Transcripts for Non-collaborative Dialogues",
    author = "Yang, Haofu  and
      Liu, Jiaji  and
      Huang, Chen  and
      Wu, Faguo  and
      Lei, Wenqiang  and
      Ng, See-Kiong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.978/",
    pages = "21385--21416",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tian-etal-2026-tamedit,
    title = "{T}am{E}dit: Trajectory-Aware Meta-Learning for Specificity-Preserving Continual Knowledge Editing",
    author = "Tian, Shiqiang  and
      Ding, Cheng  and
      Chen, Qin  and
      Zhou, Jie  and
      He, Liang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.979/",
    pages = "21417--21439",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cai-etal-2026-lexrel,
    title = "{L}ex{R}el: Benchmarking Legal Relation Extraction for {C}hinese Civil Cases",
    author = "Cai, Yida  and
      Hu, Ranjuexiao  and
      Xie, Huiyuan  and
      Li, Chenyang  and
      Liu, Yun  and
      Ye, Yuxiao  and
      Liu, Zhenghao  and
      Shen, Weixing  and
      Liu, Zhiyuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.980/",
    pages = "21440--21456",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yu-etal-2026-agentic,
    title = "Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents",
    author = "Yu, Yi  and
      Yao, Liuyi  and
      Xie, Yuexiang  and
      Tan, Qingquan  and
      Feng, Jiaqi  and
      Li, Yaliang  and
      Wu, Libing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.981/",
    pages = "21457--21483",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{qi-etal-2026-profiling,
    title = "Profiling-Free Mixed-Precision Quantization for {M}o{E} {LLM}s via Fuzzy Rule Interpolation",
    author = "Qi, Huachen  and
      Zhuo, Ruiyu  and
      Shi, Bowen  and
      Chang, Xiang  and
      Chao, Fei  and
      Shang, Changjing  and
      Shen, Qiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.982/",
    pages = "21484--21499",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-tailoring,
    title = "Tailoring Diagnostic Modeling to Individual Learners: Personalized Distractor Generation via {MCTS}-Guided Reasoning Reconstruction",
    author = "Wu, Tao  and
      Chen, Jingyuan  and
      Lin, Wang  and
      Zhan, Jian  and
      Li, Mengze  and
      Jin, Fangzhou  and
      Zhang, Min  and
      Kuang, Kun  and
      Wu, Fei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.983/",
    pages = "21500--21524",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-mtr,
    title = "{MTR}-Bench: A Comprehensive Benchmark for Multi-Turn Reasoning Evaluation",
    author = "Li, Xiaoyuan  and
      Bao, Keqin  and
      Ma, Yubo  and
      Li, Moxin  and
      Wang, Wenjie  and
      Men, Rui  and
      Zhang, Yichang  and
      Feng, Fuli  and
      Liu, Dayiheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.984/",
    pages = "21525--21577",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-community,
    title = "Community-Aware Assessment of Social Textual Engagement and Resonance: A Human-Centric Perspective on User-Generated Content Evaluation",
    author = "Li, Tianjiao  and
      Zhao, Kai  and
      Li, Xiang  and
      Liu, Yang  and
      Sun, Huyang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.985/",
    pages = "21578--21600",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-query,
    title = "Query-Aware Knowledge Retrieval via Hyperbolic Structuring",
    author = "Zhou, Chuang  and
      Dong, Junnan  and
      Xiao, Yilin  and
      Chen, Shengyuan  and
      Dong, Su  and
      Yin, di  and
      Sun, Xing  and
      Xu, Zhaozhuo  and
      Huang, Xiao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.986/",
    pages = "21601--21614",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-edubench,
    title = "{E}du{B}ench: A Comprehensive Benchmarking Dataset for Evaluating Large Language Models in Diverse Educational Scenarios",
    author = "Xu, Bin  and
      Bai, Yu  and
      Sun, Huashan  and
      Lin, Yiguan  and
      Liu, Siming  and
      Liang, Xinyue  and
      Li, Yaolin  and
      Dong, Zhuangzhi  and
      Zhang, Jingren  and
      Deng, Yufan  and
      Zou, Xinyu  and
      Gao, Yang  and
      Huang, Heyan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.987/",
    pages = "21615--21645",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-webclipper,
    title = "{W}eb{C}lipper: Efficient Evolution of Web Agents with Graph-based Trajectory Pruning",
    author = "Wang, Junjie  and
      Xie, Zequn  and
      Yang, Dan  and
      Feng, Jie  and
      Shen, Yue  and
      Sun, Duolin  and
      Long, Meixiu  and
      Jiao, Yihan  and
      Tan, Zhehao  and
      Wang, Jian  and
      Wei, Peng  and
      Gu, Jinjie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.988/",
    pages = "21646--21666",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zheng-etal-2026-mmac,
    title = "{MMAC}: A Multilingual, Multimodal Alignment Framework for Cultural Grounding Evaluation",
    author = "Zheng, Weihua  and
      Liu, Zhengyuan  and
      Chakraborty, Tanmoy  and
      Xu, Weiwen  and
      Gao, Xiaoxue  and
      Tan, Bryan Chen Zhengyu  and
      Zou, Bowei  and
      Liu, Chang  and
      Hu, Yujia  and
      Xie, Xing  and
      Yi, Xiaoyuan  and
      Yao, Jing  and
      Wang, Chaojun  and
      Li, Long  and
      Liu, Rui  and
      Liu, Huiyao  and
      Inoue, Koji  and
      Sumida, Ryuichi  and
      Kawahara, Tatsuya  and
      Xu, Fan  and
      Ye, Lingyu  and
      Tian, Wei  and
      Kim, Dongjun  and
      Jung, Jimin  and
      Seo, Jaehyung  and
      Wangsajaya, Nadya Yuki  and
      Duc, Pham Minh  and
      Saxena, Ojasva  and
      Nandi, Palash  and
      Tao, Xiyan  and
      Karlina, Wiwik  and
      Luong, Tuan  and
      Vasan, Keertana Arun  and
      Lee, Roy Ka-Wei  and
      Chen, Nancy F.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.989/",
    pages = "21667--21709",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-step,
    title = "Step-{GRPO}: Internalizing Dynamic Early Exit for Efficient Reasoning",
    author = "Chen, Benteng  and
      Wang, Weida  and
      Zhang, Shufei  and
      Lin, Mingbao  and
      Zhang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.990/",
    pages = "21710--21724",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{duan-etal-2026-gold,
    title = "Gold-Medal-Level Olympiad Geometry Solving with Efficient Heuristic Auxiliary Constructions",
    author = "Duan, Boyan  and
      Liang, Xiao  and
      Lu, Shuai  and
      Wang, Yaoxiang  and
      Shen, Yelong  and
      Chang, Kai-Wei  and
      Wu, Ying Nian  and
      Yang, Mao  and
      Chen, Weizhu  and
      Gong, Yeyun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.991/",
    pages = "21725--21747",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hua-etal-2026-rethinking,
    title = "Rethinking Jailbreak Detection of Large Vision Language Models with Representational Contrastive Scoring",
    author = "Hua, Peichun  and
      Li, Hao  and
      Shi, Shanghao  and
      Yu, Zhiyuan  and
      Zhang, Ning",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.992/",
    pages = "21748--21785",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mao-etal-2026-digital,
    title = "The Digital Dunning-Kruger Effect: Decoupling Hallucinations via Geometric Hidden-state Observation for Semantic Truthfulness",
    author = "Mao, Yueheng  and
      Yu, Min  and
      Li, Gengwang  and
      Jiang, Jianguo  and
      Li, Gang  and
      Zhang, Meng  and
      Xu, Zhen  and
      Huang, Weiqing  and
      Liu, Ming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.993/",
    pages = "21786--21800",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{pan-etal-2026-treerpo,
    title = "d-{T}ree{RPO}: Towards More Reliable Policy Optimization for Diffusion Language Models",
    author = "Pan, Leyi  and
      Tao, Shuchang  and
      Zhai, Yunpeng  and
      Fu, Zheyu  and
      Fang, Liancheng  and
      He, Minghua  and
      Zhang, Lingzhe  and
      Liu, Zhaoyang  and
      Ding, Bolin  and
      Liu, Aiwei  and
      Wen, Lijie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.994/",
    pages = "21801--21822",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zou-etal-2026-traffic,
    title = "Traffic-R1: Reinforced {LLM}s Bring Human-Like Reasoning to Traffic Signal Control Systems",
    author = "Zou, Xingchen  and
      Yang, Yuhao  and
      Chen, Zheng  and
      Hao, Xixuan  and
      Chen, Yiqi  and
      Huang, Chao  and
      Liang, Yuxuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.995/",
    pages = "21823--21838",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiang-etal-2026-nirvana,
    title = "Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism",
    author = "Jiang, Yuhua  and
      Cheng, Shuang  and
      Liu, Yihao  and
      Hua, Ermo  and
      Jiang, Che  and
      Sun, Weigao  and
      Cheng, Yu  and
      Gao, Feifei  and
      Qi, Biqing  and
      Zhou, Bowen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.996/",
    pages = "21839--21857",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-boyaeval,
    title = "{B}o{Y}a{E}val: Evaluating Multimodal Large Language Models on Understanding {A}ncient {C}hinese Musical Scores",
    author = "Li, Jiajia  and
      Xue, Weizhi  and
      Yao, Yao  and
      Li, Qiwei  and
      Chenchong  and
      Li, Zuchao  and
      Wang, Ping  and
      Zhao, Hai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.997/",
    pages = "21858--21873",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{feng-etal-2026-rectifying,
    title = "Rectifying the Emotional Flow: Aligning Priors and Dynamic Guidance for High-Arousal Text-to-Speech",
    author = "Feng, Fangming  and
      Fu, Dongjie  and
      Xie, Zequn  and
      Zhang, Yu  and
      Wu, Yangyang  and
      Zhao, Zhou  and
      Jin, Tao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.998/",
    pages = "21874--21888",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-perplexity,
    title = "Perplexity-Aware Data Scaling Law: Perplexity Landscapes Predict Performance for Continual Pre-training",
    author = "Liu, Lei  and
      Zhu, Hao  and
      Yang, Xiaoyan  and
      Shen, Yue  and
      Chu, Zhixuan  and
      Wang, Jian  and
      Gu, Jinjie  and
      Ren, Kui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.999/",
    pages = "21889--21901",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-benchmarking,
    title = "Benchmarking Large Vision-Language Models on {CFMME}: A Comprehensive {C}hinese Financial Multimodal Evaluation Dataset",
    author = "Chen, Qian  and
      Zhang, Xianyin  and
      Liu, Yanzhi  and
      Guo, Lifan  and
      Chen, Feng  and
      Zhang, Chi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1000/",
    pages = "21902--21919",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-autoreproduce,
    title = "{A}uto{R}eproduce: Automatic {AI} Experiment Reproduction with Paper Lineage",
    author = "Zhao, Xuanle  and
      Sang, Zilin  and
      Li, Yuxuan  and
      Shi, Qi  and
      Zhao, Weilun  and
      Wang, Shuo  and
      Zhang, Duzhen  and
      Han, Xu  and
      Liu, Zhiyuan  and
      Sun, Maosong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1001/",
    pages = "21920--21942",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhu-etal-2026-synthetic,
    title = "How Can Synthetic Data Improve Multilingual Language Model Pretraining? A Data Quality Perspective",
    author = "Zhu, Tongyao  and
      Liu, Qian  and
      Ma, Chang  and
      Zhang, Jinghan  and
      Dou, Longxu  and
      He, Junxian  and
      Chen, Shiqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1002/",
    pages = "21943--21956",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{saklad-etal-2026-large,
    title = "Can Large Language Models Infer Causal Relationships from Real-World Text?",
    author = "Saklad, Ryan  and
      Chadha, Aman  and
      Pavlov, Oleg V.  and
      Moraffah, Raha",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1003/",
    pages = "21957--21989",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sun-etal-2026-distributional,
    title = "Distributional Clarity: The Hidden Driver of {RL}-Friendliness in Large Language Models",
    author = "Sun, Shaoning  and
      Cai, Mingzhu  and
      He, Huang  and
      Chen, Bingjin  and
      Bao, Siqi  and
      Yang, Yujiu  and
      Wu, Hua  and
      Wang, Haifeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1004/",
    pages = "21990--22006",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-reasonrank,
    title = "{R}eason{R}ank: Empowering Passage Ranking with Strong Reasoning Ability",
    author = "Liu, Wenhan  and
      Ma, Xinyu  and
      Sun, Weiwei  and
      Zhu, Yutao  and
      Li, Yuchen  and
      Yin, Dawei  and
      Dou, Zhicheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1005/",
    pages = "22007--22031",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-atir,
    title = "{ATIR}: Towards Audio-Text Interleaved Contextual Retrieval",
    author = "Zhao, Tong  and
      Zhang, Chenghao  and
      Zhu, Yutao  and
      Dou, Zhicheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1006/",
    pages = "22032--22046",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-task,
    title = "Task-Aware {LLM} Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios",
    author = "Liu, Hui  and
      Zou, Bin  and
      Chen, Kecheng  and
      Liu, Jie  and
      Wang, Wenya  and
      Li, Haoliang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1007/",
    pages = "22047--22076",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lim-etal-2026-selfusion,
    title = "{S}el{F}usion: Self-distillation for Diffusion Language Models",
    author = "Lim, Hyeongsoo  and
      Kim, Jinyoung  and
      Seo, Eun Seo  and
      Jang, Min Ho  and
      Yoon, Ji Won",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1008/",
    pages = "22077--22089",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shi-etal-2026-benchmarking,
    title = "Benchmarking Web Agent Safety under {E}-commerce Deceptive Interfaces",
    author = "Shi, Zijing  and
      Fang, Meng  and
      Chen, Ling",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1009/",
    pages = "22090--22103",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{guo-etal-2026-counteracting,
    title = "Counteracting the Matthew Effect in Self-Improvement of {LVLM}s through Head-Tail Re-balancing",
    author = "Guo, Xin  and
      Xi, Zhiheng  and
      Ding, Yiwen  and
      Zhai, Yitao  and
      Shi, Xiaowei  and
      Cai, Xunliang  and
      Gui, Tao  and
      Zhang, Qi  and
      Huang, Xuanjing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1010/",
    pages = "22104--22121",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-magic,
    title = "{MAGIC}: Deep Geometric Evolution with Structural Consensus for Temporal Knowledge Graph Reasoning",
    author = "Liu, Chengao  and
      Li, Yuan  and
      Wang, Yingze  and
      Jiao, Jianbin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1011/",
    pages = "22122--22133",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-macs,
    title = "{MACS}: Modality-Aware Capacity Scaling for Efficient Multimodal {M}o{E} Inference",
    author = "Li, Bo  and
      Wu, Chuan  and
      Zhu, Shaolin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1012/",
    pages = "22134--22148",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yuan-etal-2026-efficient,
    title = "Efficient Prior-Guided Reasoning for Robust Retrieval-Augmented Generation under Conflicts",
    author = "Yuan, Xiaowei  and
      Huang, Ziyang  and
      Yang, Zhao  and
      Wang, Yequan  and
      Zhao, Jun  and
      Liu, Kang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1013/",
    pages = "22149--22164",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sun-etal-2026-markovian,
    title = "{M}arkovian Linguistic-Temporal Bridge: Unlocking the Potential of {LLM}s for Time Series Forecasting",
    author = "Sun, Siming  and
      Zhang, Kai  and
      Jiang, Xuejun  and
      Meng, Wenchao  and
      Yang, Qinmin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1014/",
    pages = "22165--22180",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{oh-etal-2026-template,
    title = "Template-assisted Contrastive Learning of Task-oriented Dialogue Sentence Embeddings",
    author = "Oh, Minsik  and
      Li, Jiwei  and
      Wang, Guoyin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1015/",
    pages = "22181--22198",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sun-etal-2026-mirth,
    title = "{MIRTH}: Mutual-Information Reasoning with Temporal Hubs for Vision-Language-Action Agents",
    author = "Sun, Hao  and
      Song, Yu  and
      Shiyu, Teng  and
      Niu, Ziwei  and
      Chen, Yen-wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1016/",
    pages = "22199--22215",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gupta-etal-2026-iris,
    title = "{IRIS}: Interleaved Reinforcement with Incremental Staged Curriculum for Cross-Lingual Mathematical Reasoning",
    author = "Gupta, Navya  and
      Vyalla, Rishitej Reddy  and
      Anand, Avinash  and
      Kirtani, Chhavi  and
      Cambria, Erik  and
      Zhang, Zhengchen  and
      Wang, Zhengkui  and
      Liu, Timothy  and
      Ng, Aik Beng  and
      See, Simon  and
      Shah, Rajiv Ratn",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1017/",
    pages = "22216--22248",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fu-etal-2026-flare,
    title = "{FLARE}: Fine-Grained Length-Aware Routing for Resource-Efficient Heterogeneous {LLM} Serving",
    author = "Fu, Yujia  and
      Zhong, Heming  and
      Huang, Dan  and
      Lu, Yutong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1018/",
    pages = "22249--22266",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-maestro,
    title = "{MAESTRO}: Meta-learning Adaptive Estimation of Scalarization Trade-offs for Reward Optimization",
    author = "Zhao, Yang  and
      Wang, Hepeng  and
      Ding, Xiao  and
      Ouyang, Yangou  and
      Cai, Bibo  and
      Xiong, Kai  and
      Gao, Jinglong  and
      Sun, Zhouhao  and
      Du, Li  and
      Qin, Bing  and
      Liu, Ting",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1019/",
    pages = "22267--22283",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-bit,
    title = "Bit-by-Bit: Progressive {QAT} Strategy with Outlier Channel Splitting for Stable Low-Bit {LLM}s",
    author = "Xu, Binxing  and
      Gu, Hao  and
      Li, Lujun  and
      Wang, Hao  and
      Liu, Bei  and
      Liu, Jiacheng  and
      Zhu, Qiyuan  and
      Yang, Xintong  and
      Li, Chao  and
      Han, Sirui  and
      Guo, Yike",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1020/",
    pages = "22284--22299",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-os,
    title = "{OS}-Symphony: A Holistic Framework for Robust and Generalist Computer-Using Agents",
    author = "Yang, Bowen  and
      Jin, Kaiming  and
      Wu, Zhenyu  and
      Liu, Zhaoyang  and
      Sun, Qiushi  and
      Li, Zehao  and
      Xie, JingJing  and
      Liu, Zhoumianze  and
      Xu, Fangzhi  and
      Cheng, Kanzhi  and
      Wang, Yian  and
      Li, Qingyun  and
      Qiao, Yu  and
      Wang, Zun  and
      Ding, Zichen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1021/",
    pages = "22300--22330",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sun-etal-2026-learning,
    title = "Learning from Cognition: Enhancing {RL} Efficiency for {LLM} Reasoning via Hierarchical Metacognitive Decomposition and Refinement",
    author = "Sun, Zexu  and
      Zeng, Yongcheng  and
      Min, Erxue  and
      Gao, Heyang  and
      Ji, Bokai  and
      Liu, Dugang  and
      Tang, Xing  and
      He, Xiuqiang  and
      Chen, Xu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1022/",
    pages = "22331--22348",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-browsecomp,
    title = "{B}rowse{C}omp-Plus: A Fair and Disentangled Evaluation Benchmark for Deep Search Agents",
    author = "Chen, Zijian  and
      Ma, Xueguang  and
      Zhuang, Shengyao  and
      Nie, Ping  and
      Zou, Kai  and
      Sharifymoghaddam, Sahel  and
      Liu, Andrew  and
      Green, Joshua  and
      Patel, Kshama  and
      Meng, Ruoxi  and
      Su, Mingyi  and
      Li, Yanxi  and
      Hong, Haoran  and
      Shi, Xinyu  and
      Liu, Xuye  and
      Oyarhoseini, Hosna  and
      Thakur, Nandan  and
      Zhang, Crystina  and
      Gao, Luyu  and
      Chen, Wenhu  and
      Lin, Jimmy",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1023/",
    pages = "22349--22370",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lu-etal-2026-litvista,
    title = "{L}it{VISTA}: A Benchmark for Narrative Orchestration in Literary Text",
    author = "Lu, Mingzhe  and
      Wang, Yiwen  and
      Liu, Yanbing  and
      You, Qi  and
      Liu, Chong  and
      Qin, Ruize  and
      Dong, Haoyu  and
      Zhang, Wenyu  and
      Zhang, JiaRui  and
      Hu, Yue  and
      Li, Yunpeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1024/",
    pages = "22371--22396",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-wan-2026-rst,
    title = "{RST}-Guarder: Enhancing Long-Context Robustness for Safeguards via {RST} Parsing and Probabilistic Inference",
    author = "Zhang, Xu  and
      Wan, Xiaojun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1025/",
    pages = "22397--22413",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yeom-etal-2026-epicar,
    title = "{E}pi{C}a{R}: Knowing What You Don{'}t Know Matters for Better Reasoning in {LLM}s",
    author = "Yeom, Jewon  and
      Sok, Jaewon  and
      Park, Seonghyeon  and
      Park, Jeongjae  and
      Kim, Taesup",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1026/",
    pages = "22414--22443",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-moec,
    title = "{M}o{EC}: A Memory-Routed Mixture-of-Experts Controller for Adaptive {M}inecraft Control",
    author = "Wu, Hui  and
      Xu, Chao  and
      Wang, Jianghui  and
      Liu, Ziqiong  and
      Li, Dong  and
      Dai, Yiwei  and
      Barsoum, Emad",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1027/",
    pages = "22444--22459",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-mech,
    title = "{MECH}: A Cost-Effective Multi-Task Cascade Framework for Classroom Opinion Evolution Recognition",
    author = "Li, Yancui  and
      Zhou, Xiaoyu  and
      Miao, Guoyi  and
      Kong, Fang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1028/",
    pages = "22460--22473",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shinoda-etal-2026-debiasing,
    title = "Debiasing Reward Models via Causally Motivated Inference-Time Intervention",
    author = "Shinoda, Kazutoshi  and
      Nishida, Kosuke  and
      Nishida, Kyosuke",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1029/",
    pages = "22474--22489",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lijing-zhang-2026-steganography,
    title = "Steganography Beyond Pixels: Reimagining Image Steganography as Cross-Modal Linguistic Communication",
    author = "Lijing, Ren  and
      Zhang, Denghui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1030/",
    pages = "22490--22501",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{pandit-etal-2026-hard2verify,
    title = "{H}ard2{V}erify: A Step-Level Verification Benchmark for Open-Ended Frontier Math",
    author = "Pandit, Shrey  and
      Xu, Austin  and
      Nguyen, Xuan-Phi  and
      Ming, Yifei  and
      Xiong, Caiming  and
      Joty, Shafiq",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1031/",
    pages = "22502--22517",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-agent,
    title = "Agent-based Substructure Counting under Local Differential Privacy",
    author = "Zhang, Yuting  and
      Wang, Kai  and
      Ni, Wei  and
      Zhang, Ying  and
      Zhang, Wenjie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1032/",
    pages = "22518--22533",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{dong-etal-2026-neureasoner,
    title = "{N}eu{R}easoner: Towards Explainable, Controllable, and Unified Reasoning via Mixture-of-Neurons",
    author = "Dong, Haonan  and
      Jiang, Kehan  and
      Ye, Haoran  and
      Zhu, Wenhao  and
      Kang, Zhaolu  and
      Song, Guojie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1033/",
    pages = "22534--22558",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-red,
    title = "Red Teaming Large Reasoning Models",
    author = "Chen, Jiawei  and
      Yang, Yang  and
      Yu, Chao  and
      Tian, Yu  and
      Cao, Zhi  and
      Yang, Xue  and
      Li, Linghao  and
      Su, Hang  and
      Yin, Zhaoxia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1034/",
    pages = "22559--22591",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-inslogicbench,
    title = "{I}ns{L}ogic{B}ench: An Argumentation Logic Grounded Benchmark for Complex Insurance Claims Adjudication",
    author = "Liu, Jin  and
      Liu, Yunpeng  and
      Wang, Keyi  and
      Shi, Jie  and
      Xu, Xiao  and
      Huang, Wenkang  and
      Xu, Xingzhong  and
      Liang, Xin  and
      Xiao, Yanghua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1035/",
    pages = "22592--22619",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-linkqa,
    title = "{L}ink{QA}: Synthesizing Diverse {QA} from Multiple Seeds Strongly Linked by Knowledge Points",
    author = "Zhang, Xuemiao  and
      Ren, Can  and
      Tu, Chengying  and
      Weng, Rongxiang  and
      Yan, Hongfei  and
      Wang, Jingang  and
      Cai, Xunliang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1036/",
    pages = "22620--22651",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{dwivedi-gopalan-2026-comparative,
    title = "Comparative Analysis of the Intrinsic Metrics for Tokenizers and their effect on Downstream Tasks for {H}indi and {M}arathi",
    author = "Dwivedi, Shagun  and
      Gopalan, Kaushik",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1037/",
    pages = "22652--22663",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yoo-etal-2026-omni,
    title = "Omni-Embed-Audio: Leveraging Multimodal {LLM}s for Robust Audio-Text Retrieval",
    author = "Yoo, HaeJun  and
      Shin, Yongseop  and
      Lee, Insung  and
      Koo, Myoung-Wan  and
      Chang, Du-Seong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1038/",
    pages = "22664--22680",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{seo-etal-2026-spio,
    title = "{SPIO}: Ensemble and Selective Strategies via {LLM}-Based Multi-Agent Planning in Automated Data Science",
    author = "Seo, Wonduk  and
      Lee, Juhyeon  and
      Shao, Yanjun  and
      Zhou, Qingshan  and
      Lee, Seunghyun  and
      Bu, Yi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1039/",
    pages = "22681--22703",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{amouyal-etal-2026-comparing,
    title = "Comparing human and language models sentence processing difficulties on complex structures",
    author = "Amouyal, Samuel Joseph  and
      Meltzer-Asscher, Aya  and
      Berant, Jonathan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1040/",
    pages = "22704--22722",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yue-etal-2026-evaluating,
    title = ": Evaluating {LLM}s on Phonological Understanding in {C}hinese",
    author = "Yue, Xing  and
      Shen, Yongliang  and
      Lu, Weiming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1041/",
    pages = "22723--22768",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lin-etal-2026-causal2vec,
    title = "{C}ausal2{V}ec: Improving Decoder-only {LLM}s as Embedding Models through a Contextual Token",
    author = "Lin, Ailiang  and
      Li, Zhuoyun  and
      Wang, Yusong  and
      Funakoshi, Kotaro  and
      Okumura, Manabu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1042/",
    pages = "22769--22788",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{song-etal-2026-enhancing,
    title = "Enhancing Multimodal Large Language Models for {A}ncient {C}hinese Character Evolution Analysis via Glyph-Driven Fine-Tuning",
    author = "Song, Rui  and
      Shi, Lida  and
      Qi, Ruihua  and
      Li, Yingji  and
      Xu, Hao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1043/",
    pages = "22789--22804",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xia-etal-2026-see2refine,
    title = "{S}ee2{R}efine: Vision-Language Feedback Improves {LLM}-Based e{HMI} Action Designers",
    author = "Xia, Ding  and
      Gui, Xinyue  and
      Colley, Mark  and
      Gao, Fan  and
      Zhou, Zhongyi  and
      Li, Dongyuan  and
      Jiang, Renhe  and
      Igarashi, Takeo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1044/",
    pages = "22805--22822",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yu-etal-2026-survey,
    title = "A Survey of Reinforcement Learning for Large Language Models under Data Scarcity: Challenges and Solutions",
    author = "Yu, Zhiyin  and
      Mou, Yuchen  and
      Yan, Juncheng  and
      Luo, Junyu  and
      Chen, Chunchun  and
      Wei, Xing  and
      Liu, Yunhui  and
      Sun, Hongru  and
      Zhang, Yuxing  and
      Xu, Jun  and
      Bian, Yatao  and
      Zhang, Ming  and
      Ye, Wei  and
      He, Tieke  and
      Yang, Jie  and
      Zheng, Guanjie  and
      Wu, Zhonghai  and
      Zhang, Bo  and
      Bai, Lei  and
      Luo, Xiao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1045/",
    pages = "22823--22846",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gao-etal-2026-sada,
    title = "{SADA}: Bridging In-Context Learning and Fine-Tuning via State-Aligned Distillation Adapters",
    author = "Gao, Wenhao  and
      Wang, Tianlong  and
      Jia, Wei  and
      Zhang, Linhao  and
      Liu, Aiwei  and
      Fan, Miao  and
      Xiao, Zhou",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1046/",
    pages = "22847--22862",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-anti,
    title = "Anti-Length Shift: Dynamic Outlier Truncation for Training Efficient Reasoning Models",
    author = "Wu, Wei  and
      Chen, Liyi  and
      Xiao, Congxi  and
      Wang, Tianfu  and
      Wang, Qimeng  and
      Lu, Chengqiang  and
      Gao, Yan  and
      Yiwu  and
      Hu, Yao  and
      Xiong, Hui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1047/",
    pages = "22863--22891",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-proxy,
    title = "The Proxy Presumption: From Semantic Embeddings to Valid Social Measures",
    author = "Li, Baishi  and
      Yu, Ta  and
      Koa, Kelvin J.l.  and
      Huang, Ke-Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1048/",
    pages = "22892--22910",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-nested,
    title = "Nested Browser-Use Learning for Agentic Information Seeking",
    author = "Li, Baixuan  and
      Wu, Jialong  and
      Yin, Wenbiao  and
      Li, Kuan  and
      Zhang, Zhongwang  and
      Yin, Huifeng  and
      Tao, Zhengwei  and
      Zhang, Liwen  and
      Xie, Pengjun  and
      Zhou, Jingren  and
      Jiang, Yong  and
      Zhang, Wentao  and
      Gao, Zhiqiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1049/",
    pages = "22911--22923",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{han-etal-2026-camoquery,
    title = "{C}amo{Q}uery: Language-Guided Reasoning Camouflaged Object Segmentation",
    author = "Han, Tianxin  and
      Dong, Qing  and
      Wang, Xingwei  and
      Jia, Jie  and
      Wu, Gang  and
      Yang, Bowen  and
      Zhang, Fu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1050/",
    pages = "22924--22941",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-large,
    title = "Large Language Models Are Bad Dice Players: {LLM}s Struggle to Generate Random Numbers from Statistical Distributions",
    author = "Zhao, Minda  and
      Du, Yilun  and
      Wang, Mengyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1051/",
    pages = "22942--22959",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lee-etal-2026-promprint,
    title = "{PROMPRINT}: Prompt Fingerprinting via First-Token Response for {LLM} App Cloning Detection",
    author = "Lee, Jungmin  and
      Lv, Peizhuo  and
      Lee, Yeonjoon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1052/",
    pages = "22960--22972",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xiang-etal-2026-mab,
    title = "{MAB}-{DQA}: Addressing Query Aspect Importance in Document Question Answering with Multi-Armed Bandits",
    author = "Xiang, Yixin  and
      Ma, Yunshan  and
      Du, Xiaoyu  and
      Chen, Yibing  and
      Zhang, Yanxin  and
      Tang, Jinhui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1053/",
    pages = "22973--22992",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-dvcqr,
    title = "{DVCQR}: Dual-View Conversational Query Rewriting with Stage-wise Reinforcement Learning",
    author = "Li, Chenyi  and
      Tu, Xinhui  and
      Wang, Zaixiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1054/",
    pages = "22993--23014",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-coevolve,
    title = "{C}o{E}volve: Training {LLM} Agents via Agent-Data Mutual Evolution",
    author = "Yang, Shidong  and
      Ma, Ziyu  and
      Huang, Tongwen  and
      Hu, Yiming  and
      Wang, Yong  and
      Chu, Xiangxiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1055/",
    pages = "23015--23036",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lee-etal-2026-make,
    title = "Make {LLM}s See Like Investigators, Not Just Think More: The Role of Structured Analysis in Investigative Reasoning",
    author = "Lee, Jaewook  and
      Kang, Myeong-Cheol  and
      Shin, Jong-hun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1056/",
    pages = "23037--23058",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{meadows-etal-2026-formalscience,
    title = "{F}ormal{S}cience: Scalable Human-in-the-Loop Autoformalisation of Science with Agentic Code Generation in Lean",
    author = "Meadows, Jordan  and
      Zhang, Lan  and
      Freitas, Andre",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1057/",
    pages = "23059--23077",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yan-etal-2026-mur,
    title = "{MUR}: Momentum Uncertainty guided Reasoning for Large Language Models",
    author = "Yan, Hang  and
      Xu, Fangzhi  and
      Xu, Rongman  and
      Li, Yifei  and
      Zhang, Jian  and
      Luo, Haoran  and
      Wu, Xiaobao  and
      Luu, Anh Tuan  and
      Zhao, Haiteng  and
      Lin, Qika  and
      Liu, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1058/",
    pages = "23078--23103",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shahane-etal-2026-bimol,
    title = "{B}i{M}ol-Diff: A Unified Diffusion Framework for Molecular Generation and Captioning",
    author = "Shahane, Aditya Hemant  and
      Sirohi, Anuj Kumar  and
      Arora, Devansh  and
      Kumar, Nitin  and
      AP, Prathosh  and
      Kumar, Sandeep",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1059/",
    pages = "23104--23117",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lan-etal-2026-peap,
    title = "{PEAP}: Proactive Embodied Action Sequence Planning with Joint Understanding of Vision and Audio Perception",
    author = "Lan, Tianwei  and
      Wu, Jiaqi  and
      Liu, Zeming  and
      Fan, Zhaoxin  and
      Wang, Haifeng  and
      Guo, Yuhang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1060/",
    pages = "23118--23138",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sen-etal-2026-automated,
    title = "Automated Creativity Evaluation of Language Models Across Open-Ended Tasks",
    author = "Sen, Tan Min  and
      Chun, Zachary Choy Kit  and
      Alsagoff, Syed Ali Redha  and
      Wangsajaya, Nadya Yuki  and
      Mohor, Banerjee  and
      Saikia, Swaagat Bikash  and
      Chan, Alvin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1061/",
    pages = "23139--23173",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-aligning,
    title = "Aligning Agents via Planning: A Benchmark for Trajectory-Level Reward Modeling",
    author = "Wang, Jiaxuan  and
      Hu, Yulan  and
      Yang, Wenjin  and
      Pan, Zheng  and
      Li, Xin  and
      Guo, Lan-Zhe",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1062/",
    pages = "23174--23200",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lai-etal-2026-synthesis,
    title = "From Synthesis to Clinical Assistance: A Strategy-Aware Agent Framework for Autism Intervention based on Real Clinical Dataset",
    author = "Lai, Junhong  and
      Lai, Shuzhong  and
      Yu, Yanhao  and
      Chen, Wanlin  and
      Yan, Chenyu  and
      Li, Haifeng  and
      Yao, Lin  and
      Wang, Yueming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1063/",
    pages = "23201--23241",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kim-etal-2026-training,
    title = "How Training Data Shapes the Use of Parametric and In-Context Knowledge in Language Models",
    author = "Kim, Minsung  and
      Kim, Dong-Kyum  and
      Kwon, Jea  and
      Yang, Nakyeong  and
      Jung, Kyomin  and
      Cha, Meeyoung",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1064/",
    pages = "23242--23257",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yao-etal-2026-par,
    title = "{PAR}: Training-Free Positional Perturbation and Attention Recycling for Faithful {OCR}",
    author = "Yao, Yao  and
      Liao, Manwen  and
      Zhang, Weitian  and
      Li, Zuchao  and
      Zhao, Hai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1065/",
    pages = "23258--23273",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gu-etal-2026-btc,
    title = "{BTC}-{LLM}: Efficient Sub-1-Bit {LLM} Quantization via Learnable Transformation and Binary Codebook",
    author = "Gu, Hao  and
      Li, Lujun  and
      Wang, Hao  and
      Wang, Lei  and
      Wang, Zheyu  and
      Liu, Bei  and
      Liu, Jiacheng  and
      Zhu, Qiyuan  and
      Han, Sirui  and
      Guo, Yike",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1066/",
    pages = "23274--23294",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{deng-etal-2026-learning,
    title = "Learning What to Ignore: Mitigating Negative Transfer in Medical Knowledge Fusion via Clinical Task-Adaptive Selection",
    author = "Deng, Xinyan  and
      Dong, Shoubin  and
      Zheng, Xiaorou",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1067/",
    pages = "23295--23309",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-mmtutorbench,
    title = "{MMT}utor{B}ench: The First Multimodal Benchmark for {AI} Math Tutoring",
    author = "Yang, Tengchao  and
      Guo, Sichen  and
      Jia, Mengzhao  and
      Su, Jiaming  and
      Liu, Yuanyang  and
      Zhang, Zhihan  and
      Jiang, Meng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1068/",
    pages = "23310--23332",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-grace,
    title = "{G}r{ACE}: A Generative Approach to Better Confidence Elicitation and Efficient Test-Time Scaling in Large Language Models",
    author = "Zhang, Zhaohan  and
      Liu, Ziquan  and
      Patras, Ioannis",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1069/",
    pages = "23333--23350",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tsang-etal-2026-autograph,
    title = "{A}uto{G}raph-R1: End-to-End Reinforcement Learning for Knowledge Graph Construction",
    author = "Tsang, Hong Ting  and
      Bai, Jiaxin  and
      Huang, Haoyu  and
      Xiao, Qiao  and
      Zheng, Tianshi  and
      Xu, Baixuan  and
      Liu, Shujie  and
      Song, Yangqiu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1070/",
    pages = "23351--23374",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tan-etal-2026-understanding,
    title = "Understanding Structured Financial Data with {LLM}s: A Case Study on Fraud Detection",
    author = "Tan, Xuwei  and
      Ma, Yao  and
      Zhang, Xueru",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1071/",
    pages = "23375--23390",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kwak-kim-2026-gap,
    title = "Gap-K{\%}: Measuring Top-1 Prediction Gap for Detecting Pretraining Data",
    author = "Kwak, Minseo  and
      Kim, Jaehyung",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1072/",
    pages = "23391--23405",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ou-etal-2026-experience,
    title = "Experience Retrieval-Augmentation with Electronic Health Records Enables Accurate Discharge {QA}",
    author = "Ou, Justice  and
      Huang, Tinglin  and
      Zhao, Yilun  and
      Yu, Ziyang  and
      Lu, Peiqing  and
      Shen, Yifei  and
      Ying, Rex",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1073/",
    pages = "23406--23430",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kim-etal-2026-lovers,
    title = "Are they lovers or friends? Evaluating {LLM}s' Social Reasoning in {E}nglish and {K}orean Dialogues",
    author = "Kim, Eunsu  and
      Park, Junyeong  and
      Oh, Juhyun  and
      Park, Kiwoong  and
      Song, Seyoung  and
      Do{\textbackslash}u{\{}g{\}}ru{\textbackslash}{''}oz, A. Seza  and
      Oh, Alice  and
      Kim, Najoung",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1074/",
    pages = "23431--23451",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiang-etal-2026-sair,
    title = "{SAIR}-Comb : A Structure-Aware Iterative Refinement Framework for Combinatorics Autoformalization",
    author = "Jiang, Weijie  and
      He, Gaolei  and
      Xiong, Beibei  and
      Wang, Jianlin  and
      Yang, Zhengfeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1075/",
    pages = "23452--23473",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-stop,
    title = "Stop Hardening Everything: A Training-Free Neuron-Level Defense for Neural Ranking Models",
    author = "Liu, Yu-An  and
      Zhang, Ruqing  and
      Song, Hongru  and
      Guo, Jiafeng  and
      Fan, Yixing  and
      Cheng, Xueqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1076/",
    pages = "23474--23484",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liang-etal-2026-ted,
    title = "{TED}-{TTS}: Training-Free Intra-Utterance Emotion and Duration Control for Text-to-Speech Synthesis",
    author = "Liang, Qifan  and
      Liu, Yuansen  and
      Wei, Ruixin  and
      Lu, Nan  and
      Zhao, Junchuan  and
      Wang, Ye",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1077/",
    pages = "23485--23508",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-vib,
    title = "{VIB}-Probe: Detecting and Mitigating Hallucinations in Vision-Language Models via Variational Information Bottleneck",
    author = "Zhang, Feiran  and
      Wu, Yixin  and
      Wang, Zhenghua  and
      Wang, Xiaohua  and
      Lv, Changze  and
      Huang, Xuanjing  and
      Zheng, Xiaoqing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1078/",
    pages = "23509--23521",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shao-etal-2026-detoxification,
    title = "Detoxification for {LLM}: From Dataset Itself",
    author = "Shao, Wei  and
      Wang, Yihang  and
      Zhu, Gao yu  and
      Cheng, Ziqiang  and
      Yu, Lei  and
      Guo, Jiafeng  and
      Cheng, Xueqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1079/",
    pages = "23522--23540",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xiang-etal-2026-thinking,
    title = "When Is Thinking Enough? Early Exit via Sufficiency Assessment for Efficient Reasoning",
    author = "Xiang, Yang  and
      Ji, Yixin  and
      Xu, Ruotao  and
      Qiao, Dan  and
      Yang, Zheming  and
      Li, Juntao  and
      Zhang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1080/",
    pages = "23541--23556",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tan-etal-2026-instant,
    title = "Instant Personalized Large Language Model Adaptation via Hypernetwork",
    author = "Tan, Zhaoxuan  and
      Zhang, Zixuan  and
      Wen, Haoyang  and
      Li, Zheng  and
      Zhang, Rongzhi  and
      Chen, Pei  and
      Mo, Fengran  and
      Liu, Zheyuan  and
      Zeng, Qingkai  and
      Yin, Qingyu  and
      Jiang, Meng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1081/",
    pages = "23557--23580",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-policy,
    title = "From Off-Policy to On-Policy: Enhancing {GUI} Agents via Bi-level Expert-to-Policy Assimilation",
    author = "Wang, Zezhou  and
      Zhang, Ziyun  and
      Zhang, Xiaoyi  and
      Qian, Zhuzhong  and
      Lu, Yan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1082/",
    pages = "23581--23623",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-safeguarding,
    title = "Safeguarding {LLM} Fine-tuning via Push-Pull Distributional Alignment",
    author = "Wang, Haozhong  and
      Li, Zhuo  and
      Yang, Yibo  and
      Zhao, He  and
      Zha, Hongyuan  and
      Guo, Dandan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1083/",
    pages = "23624--23646",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{deng-etal-2026-i2b,
    title = "{I}{\texttwosuperior}{B}-{LPO}: Latent Policy Optimization via Iterative Information Bottleneck",
    author = "Deng, Huilin  and
      Luo, Hongchen  and
      Zhu, Yue  and
      Li, Long  and
      Chen, Zhuoyue  and
      Zhao, Xinghao  and
      LI, Ming  and
      Zhao, Chuyang  and
      Zhang, Jihai  and
      Wang, MengChang  and
      Cao, Yang  and
      Kang, Yu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1084/",
    pages = "23647--23664",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yadavalli-etal-2026-prosody,
    title = "What Do Prosody and Text Convey? Characterizing How Meaningful Information is Distributed Across Multiple Channels",
    author = "Yadavalli, Aditya  and
      Pimentel, Tiago  and
      Regev, Tamar I  and
      Wilcox, Ethan Gotlieb  and
      Warstadt, Alex",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1085/",
    pages = "23665--23679",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jeong-etal-2026-right,
    title = "Right at My Level: A Unified Multilingual Framework for Proficiency-Aware Text Simplification",
    author = "Jeong, Jinhong  and
      Park, Junghun  and
      Yu, Youngjae",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1086/",
    pages = "23680--23706",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ji-etal-2026-see,
    title = "See the Forest for the Trees: Loosely Speculative Decoding via Visual-Semantic Guidance for Efficient Inference of Video {LLM}s",
    author = "Ji, Yicheng  and
      Zhang, Jun  and
      Chen, Jinpeng  and
      Wang, Cong  and
      Shou, Lidan  and
      Chen, Gang  and
      Li, Huan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1087/",
    pages = "23707--23726",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gao-etal-2026-laobench,
    title = "{L}ao{B}ench: A Large-Scale Multidimensional {L}ao Benchmark for Large Language Models",
    author = "Gao, Jian  and
      Xuan, Richeng  and
      Kang, Zhaolu  and
      Liao, Dingshi  and
      Huang, Wenxin  and
      Huang, Zongmou  and
      Xu, Yangdi  and
      Qin, Bowen  and
      He, Zheqi  and
      Yang, Xi  and
      Changjinli  and
      Lin, Yonghua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1088/",
    pages = "23727--23743",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-gradient,
    title = "Gradient-Guided Multi-Judge Prompt Optimization",
    author = "Zhao, ChenZhuo  and
      Wang, Xinda  and
      Zhao, Pu  and
      Huang, Yue  and
      Lu, Junting  and
      Liu, Ziqian  and
      Lin, Qingwei  and
      Rajmohan, Saravan  and
      Zhang, Dongmei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1089/",
    pages = "23744--23773",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{guo-etal-2026-astra,
    title = "{ASTRA}: Adaptive Semantic Tree Reasoning Architecture for Complex Table Question Answering",
    author = "Guo, Xiaoke  and
      Li, Songze  and
      Liu, Zhiqiang  and
      Gong, Zhaoyan  and
      Liu, Yuanxiang  and
      Chen, Huajun  and
      Zhang, Wen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1090/",
    pages = "23774--23803",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-debar,
    title = "{DEBAR}: Mitigating Contextual Bias in Cross-Document Relation Extraction via Dual-Stream Decoupling",
    author = "Yang, Zhixuan  and
      Zhang, Fu  and
      Xu, Huangming  and
      Cheng, Jingwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1091/",
    pages = "23804--23815",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wen-etal-2026-rewardbench,
    title = "{IF}-{R}eward{B}ench: Benchmarking Judge Models for Instruction-Following Evaluation",
    author = "Wen, Bosi  and
      Niu, Yilin  and
      Wang, Cunxiang  and
      Ling, Xiaoying  and
      Zhang, Ying  and
      Ke, Pei  and
      Wang, Hongning  and
      Huang, Minlie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1092/",
    pages = "23816--23843",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shi-etal-2026-legalchainreasoner,
    title = "{L}egal{C}hain{R}easoner: Grounding Criminal Judicial Opinion Generation via Structured Legal Chains",
    author = "Shi, Weizhe  and
      Wang, Qiqi  and
      Pan, Yihong  and
      Liu, Qian  and
      Zhao, Kaiqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1093/",
    pages = "23844--23863",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wan-etal-2026-insideout,
    title = "{I}nside{O}ut: Measuring and Mitigating Insider{--}Outsider Bias in Interview Script Generation",
    author = "Wan, Yixin  and
      Chen, Xingrun  and
      Chang, Kai-Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1094/",
    pages = "23864--23883",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhuang-etal-2026-beyond,
    title = "Beyond Meta-Reasoning: Metacognitive Consolidation for Self-Improving {LLM} Reasoning",
    author = "Zhuang, Ziqing  and
      Zhang, Linhai  and
      Si, Jiasheng  and
      Zhou, Deyu  and
      He, Yulan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1095/",
    pages = "23884--23913",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tang-etal-2026-mnemis,
    title = "Mnemis: Dual-Route Retrieval on Hierarchical Graphs for Long-Term {LLM} Memory",
    author = "Tang, Zihao  and
      Yu, Xin  and
      Xiao, Ziyu  and
      Wen, Zengxuan  and
      Li, Zelin  and
      Zhou, Jiaxi  and
      Wang, Hualei  and
      Wang, Haohua  and
      Huang, Haizhen  and
      Deng, Weiwei  and
      Sun, Feng  and
      Zhang, Qi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1096/",
    pages = "23914--23928",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-consolidation,
    title = "Consolidation or Adaptation? {PRISM}: Disentangling {SFT} and {RL} Data via Gradient Concentration",
    author = "Zhao, Yang  and
      Ouyang, Yangou  and
      Ding, Xiao  and
      Wang, Hepeng  and
      Cai, Bibo  and
      Xiong, Kai  and
      Gao, Jinglong  and
      Sun, Zhouhao  and
      Du, Li  and
      Qin, Bing  and
      Liu, Ting",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1097/",
    pages = "23929--23941",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{seo-etal-2026-advice,
    title = "{ADVICE}: Answer-Dependent Verbalized Confidence Estimation",
    author = "Seo, KiJung  and
      Lim, Sehun  and
      Kim, Taeuk",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1098/",
    pages = "23942--23962",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{du-etal-2026-powering,
    title = "Powering Verifiable Learning via Automated Evolutionary Data Synthesis",
    author = "Du, He  and
      Li, Bowen  and
      Yang, Aijun  and
      He, Siyang  and
      Guo, Qipeng  and
      Chen, Kai  and
      Tao, Dacheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1099/",
    pages = "23963--23980",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-spark,
    title = "{SPARK}: Strategic Policy-Aware Exploration via Dynamic Branching for Long-Horizon Agentic Learning",
    author = "Wu, Jinyang  and
      Yang, Shuo  and
      Shen, Yuhao  and
      Zhang, Shuai  and
      Wen, Zhengqi  and
      Tao, Jianhua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1100/",
    pages = "23981--24004",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{luo-etal-2026-scaling,
    title = "Scaling Laws for Code: A More Data-Hungry Regime",
    author = "Luo, Xianzhen  and
      Zheng, Wenzhen  and
      Zhu, Qingfu  and
      Zhang, Rongyi  and
      Li, Houyi  and
      Huang, Siming  and
      Fan, YuanTao  and
      Che, Wanxiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1101/",
    pages = "24005--24021",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ye-etal-2026-tableqa,
    title = "When {T}able{QA} Meets Noise: A Dual Denoising Framework for Complex Questions and Large-scale Tables",
    author = "Ye, Shenghao  and
      Guo, Yu  and
      Jin, Dong  and
      Wang, Yuxiang  and
      Shen, Yikai  and
      Hou, Yunpeng  and
      Chen, Shuangwu  and
      Jianyang  and
      Jiang, Xiaofeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1102/",
    pages = "24022--24045",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhu-etal-2026-vrpo,
    title = "{VRPO}: Rethinking Value Modeling for Robust {RL} under Noisy Supervision in {LLM} Post-Training",
    author = "Zhu, Dingwei  and
      Dou, Shihan  and
      Xi, Zhiheng  and
      Jin, Senjie  and
      Zhang, Guoqiang  and
      Zhang, Jiazheng  and
      Ye, Junjie  and
      Chai, Mingxu  and
      Zhou, Enyu  and
      Zhang, Ming  and
      Wang, Yuhui  and
      Huang, Caishuang  and
      Huang, Chenhao  and
      Zhang, Yunke  and
      Wang, Yuran  and
      Gui, Tao  and
      Zhang, Qi  and
      Qiu, Xipeng  and
      Huang, Xuanjing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1103/",
    pages = "24046--24067",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-taming,
    title = "Taming Actor-Observer Asymmetry in Agents via Dialectical Alignment",
    author = "Li, Bobo  and
      Rui, Wu  and
      Ji, Zibo  and
      Zhang, Meishan  and
      Fei, Hao  and
      Zhang, Min  and
      Lee, Mong-Li  and
      Hsu, Wynne",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1104/",
    pages = "24068--24084",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hwang-etal-2026-knowledge,
    title = "Knowledge Beyond Language: Bridging the Gap in Multilingual Machine Unlearning Evaluation",
    author = "Hwang, Kyomin  and
      Kim, Hyeonjin  and
      Cho, Sangyeon  and
      Kwak, Nojun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1105/",
    pages = "24085--24119",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zong-etal-2026-at2po,
    title = "{AT}{\texttwosuperior}{PO}: Agentic Turn-based Policy Optimization via Tree Search",
    author = "Zong, Zefang  and
      Chen, Dingwei  and
      Li, Yang  and
      Yi, Qi  and
      Zhou, Bo  and
      Li, Chengming  and
      Qian, BO  and
      Chen, Peng  and
      Jiang, Jie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1106/",
    pages = "24120--24143",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-securevibebench,
    title = "{S}ecure{V}ibe{B}ench: Benchmarking Secure Vibe Coding of {AI} Agents via Reconstructing Vulnerability-Introducing Scenarios",
    author = "Chen, Junkai  and
      Huang, Huihui  and
      Lyu, Yunbo  and
      An, Junwen  and
      Shi, Jieke  and
      Yang, Chengran  and
      Zhang, Ting  and
      Tian, Haoye  and
      Li, Yikun  and
      Li, Zhenhao  and
      Zhou, Xin  and
      Hu, Xing  and
      Lo, David",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1107/",
    pages = "24144--24168",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yan-etal-2026-text,
    title = "Text-Guided Multi-Scale Frequency Representation Adaptation",
    author = "Yan, Weicai  and
      Ma, Xinhua  and
      Lin, Wang  and
      Jin, Tao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1108/",
    pages = "24169--24187",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-adapt,
    title = "{ADAPT}: Benchmarking Commonsense Planning under Unspecified Affordance Constraints",
    author = "Chen, Pei-An  and
      Liang, Yongching  and
      Yeh, Jia-Fong  and
      Su, Hung-Ting  and
      Chen, Yi-Ting  and
      Sun, Min  and
      Hsu, Winston H.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1109/",
    pages = "24188--24206",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-geora,
    title = "{G}eo{RA}: Geometry-Aware Low-Rank Adaptation for {RLVR}",
    author = "Zhang, Jiaying  and
      Shi, Lei  and
      Li, Jiguo  and
      Xu, Jun  and
      Gao, Jiuchong  and
      Hao, Jinghua  and
      He, Renqing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1110/",
    pages = "24207--24221",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-koco,
    title = "{K}o{C}o: Conditioning Language Model Pre-training on Knowledge Coordinates",
    author = "Li, Yudong  and
      Cai, Jiawei  and
      Shen, Linlin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1111/",
    pages = "24222--24235",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shen-etal-2026-truth,
    title = "Truth or Sophistry? {L}o{F}a: A Benchmark for {LLM} Robustness Against Logical Fallacies",
    author = "Shen, Xudong  and
      Yuan, li  and
      Chen, Ye  and
      Wu, Xin  and
      Cai, Yi  and
      Wu, Zhiyong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1112/",
    pages = "24236--24268",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kim-lee-2026-merging,
    title = "Merging Triggers, Breaking Backdoors: Defensive Poisoning for Instruction-Tuned Language Models",
    author = "Kim, San  and
      Lee, Gary",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1113/",
    pages = "24269--24287",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ai-etal-2026-shape,
    title = "{SHAPE}: Stage-aware Hierarchical Advantage via Potential Estimation for {LLM} Reasoning",
    author = "Ai, Zhengyang  and
      Shan, Zikang  and
      Ai, Xiaodong  and
      Tang, Jingxian  and
      Hu, Hangkai  and
      Lu, Pinyan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1114/",
    pages = "24288--24305",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-looking,
    title = "Looking Beyond the One: Operationalizing and Eliciting Visual Ambiguity in {VLLM}s",
    author = "Chen, Yuchong  and
      Zou, Bowei  and
      Chen, Yuhan  and
      Fan, Yifan  and
      Li, Xinyu  and
      Cao, Shujun  and
      Hong, Yu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1115/",
    pages = "24306--24323",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-janusmm,
    title = "{J}anus{MM}: A Benchmark for Self-Deprecation Understanding in Real-World Multimodal Conversations",
    author = "Xu, Xinyi  and
      Hao, Bingguang  and
      Xiong, Yongyi  and
      Chen, Zimo  and
      Liu, Xinchen  and
      Guo, Hongxin  and
      Wang, Xuelong  and
      Zhou, Silin  and
      Dou, Shihan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1116/",
    pages = "24324--24343",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhu-etal-2026-attention,
    title = "Attention as Selector: Unlocking {VLM} Attention for Long Document Page Retrieval",
    author = "Zhu, Minfeng  and
      Bao, Linxin  and
      Chen, Wei  and
      Zhu, Linchao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1117/",
    pages = "24344--24365",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-lamcl,
    title = "{LAMCL}: A Length-aware Momentum Contrastive Learning Framework for Multiscale Machine-Revised Text Detection",
    author = "Zhou, Bing  and
      Huang, Zhe  and
      Tan, Shilei  and
      Zhao, Kai  and
      Yongcheng, Zhou",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1118/",
    pages = "24366--24380",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-ascending,
    title = "Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models",
    author = "Zhang, Jiahuan  and
      Bai, Shunwen  and
      Wang, Tianheng  and
      Guo, KaiWen  and
      Song, Zijia  and
      WU, Hanqing  and
      Rao, Guozheng  and
      Han, Kai  and
      Yu, Kaicheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1119/",
    pages = "24381--24404",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tao-etal-2026-safe,
    title = "Safe-{F}ed{LLM}: Delving into the Safety of Federated Large Language Models",
    author = "Tao, Mingxiang  and
      Tian, Yu  and
      Tu, Wenxuan  and
      Yang, Yue  and
      Yang, Xue  and
      Tang, Xiangyan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1120/",
    pages = "24405--24420",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-tema,
    title = "{TEMA}: Anchor the Image, Follow the Text for Multi-Modification Composed Image Retrieval",
    author = "Li, Zixu  and
      Hu, Yupeng  and
      Fu, Zhiheng  and
      Chen, Zhiwei  and
      Li, Yongqi  and
      Nie, Liqiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1121/",
    pages = "24421--24442",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{luo-etal-2026-imcoref,
    title = "{I}m{C}oref-{C}e{S}: An Improved Lightweight Pipeline for Coreference Resolution with {LLM}-based Checker-Splitter Refinement",
    author = "Luo, Kangyang  and
      Bai, Yuzhuo  and
      Si, Shuzheng  and
      Gao, Cheng  and
      Wang, Zhitong  and
      Shen, Yingli  and
      Li, Wenhao  and
      Liu, Zhu  and
      Han, Yufeng  and
      Wu, Jiayi  and
      Kong, Cunliang  and
      Sun, Maosong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1122/",
    pages = "24443--24471",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ma-etal-2026-efficiency,
    title = "When Efficiency Meets Safety: A Benchmark Security Analysis of {KV} Cache Compression in Large Language Models",
    author = "Ma, Xiaoxiao  and
      Gao, Kuofeng  and
      Lu, Zeyi  and
      Jiang, Wenxi  and
      Fang, Hao  and
      Wu, Hao  and
      Chen, Bin  and
      Xia, Shu-Tao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1123/",
    pages = "24472--24485",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-webaggregator,
    title = "{W}eb{A}ggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models",
    author = "Wang, Rui  and
      Zhang, Ce  and
      Ma, Jun-Yu  and
      Zhang, Jianshu  and
      Wang, Hongru  and
      Chen, Yi  and
      Xue, Boyang  and
      Fang, Tianqing  and
      Zhang, Zhisong  and
      Zhang, Hongming  and
      Mi, Haitao  and
      Yu, Dong  and
      Wong, Kam-Fai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1124/",
    pages = "24486--24517",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{feng-etal-2026-searl,
    title = "{SEARL}: Joint Optimization of Policy and Tool Graph Memory for Self-Evolving Agents",
    author = "Feng, Xinshun  and
      Song, Xinhao  and
      Li, Lijun  and
      Liu, Gongshen  and
      Shao, Jing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1125/",
    pages = "24518--24535",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{feng-etal-2026-good,
    title = "Good Arguments Against the People Pleasers: How Reasoning Mitigates (Yet Masks) {LLM} Sycophancy",
    author = "Feng, Zhaoxin  and
      Chen, Zheng  and
      Ma, Jianfei  and
      Po, Yip Tin  and
      Chersoni, Emmanuele  and
      Li, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1126/",
    pages = "24536--24570",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tan-etal-2026-persona,
    title = "Can Persona-Prompted {LLM}s Emulate Subgroup Values? An Empirical Analysis of Generalisability and Fairness in Cultural Alignment",
    author = "Tan, Bryan Chen Zhengyu  and
      Liu, Zhengyuan  and
      Yi, Xiaoyuan  and
      Yao, Jing  and
      Xie, Xing  and
      Chen, Nancy F.  and
      Lee, Roy Ka-Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1127/",
    pages = "24571--24590",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiang-etal-2026-foe,
    title = "{F}o{E}: Forest of Errors Makes the First Solution the Best in Large Reasoning Models",
    author = "Jiang, Kehan  and
      Dong, Haonan  and
      Kang, Zhaolu  and
      Zhu, Zhengzhou  and
      Song, Guojie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1128/",
    pages = "24591--24629",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sun-etal-2026-lingua,
    title = "Lingua-Graph: A Unified Representation of Cross-Task Common Substructures for Analytic Language Processing",
    author = "Sun, Mingming  and
      Jiang, Runze  and
      Zhangchenxi, Zhu  and
      Peng, Minlong  and
      Cai, Yunfeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1129/",
    pages = "24630--24646",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-adaptive,
    title = "Adaptive Spatial and Temporal Redundancy Optimization for Efficient Reasoning in Large Language Models",
    author = "Chen, Tianle  and
      Cheng, Pengyu  and
      Zhu, Qiyuan  and
      Wang, Jiacheng  and
      Liu, Bei  and
      Gu, Hao  and
      Shen, Ruijie  and
      Hou, Xiaofeng  and
      Han, Sirui  and
      Liu, Jiacheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1130/",
    pages = "24647--24662",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xiong-etal-2026-aapo,
    title = "{AAPO}: Enhancing the Reasoning Capabilities of {LLM}s with Advantage Margin",
    author = "Xiong, Jian  and
      Zhou, Jingbo  and
      Ye, Jingyong  and
      Huang, Qiang  and
      Dou, Dejing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1131/",
    pages = "24663--24680",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-outcome,
    title = "Outcome-Grounded Advantage Reshaping for Fine-Grained Credit Assignment in Mathematical Reasoning",
    author = "Li, Ziheng  and
      Kang, Liu  and
      Xiao, Feng  and
      Xing, Luxi  and
      Si, Qingyi  and
      Li, Zhuoran  and
      Gong, Weikang  and
      Yang, Deqing  and
      Xiao, Yanghua  and
      Guo, Hongcheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1132/",
    pages = "24681--24693",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fu-etal-2026-learning,
    title = "Learning to Edit Knowledge via Instruction-based Chain-of-Thought Prompting",
    author = "Fu, Jinhu  and
      Bai, Yan  and
      He, Longzhu  and
      Lou, Yihang  and
      Zhao, Yanxiao  and
      Sun, Li  and
      Su, Sen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1133/",
    pages = "24694--24711",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiang-etal-2026-badscientist,
    title = "{B}ad{S}cientist: Can a Research Agent Write Convincing but Unsound Papers that Fool {LLM} Reviewers?",
    author = "Jiang, Fengqing  and
      Feng, Yichen  and
      Li, Yuetai  and
      Niu, Luyao  and
      Alomair, Basel  and
      Poovendran, Radha",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1134/",
    pages = "24712--24727",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-dfams,
    title = "{DFAMS}: Dynamic-flow guided Federated Alignment based Multi-prototype Search",
    author = "Yang, Zhibang  and
      Jiang, Xinke  and
      Qiu, Rihong  and
      Li, Ruiqing  and
      Zhang, Yihang  and
      Fang, Yue  and
      Xu, Yongxin  and
      Ding, Hongxin  and
      Chu, Xu  and
      Zhao, Junfeng  and
      Wang, Yasha",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1135/",
    pages = "24728--24752",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mu-etal-2026-parif,
    title = "{PARIF}: Pushing the {P}areto Frontier of Instruction Following and Reasoning with Curriculum Reinforcement Learning",
    author = "Mu, Rongchuan  and
      Wang, Zexin  and
      Wang, Qianyu  and
      Ma, MingHua  and
      Wang, Zekun  and
      Liu, Ming  and
      Qin, Bing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1136/",
    pages = "24753--24783",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fu-etal-2026-geolaux,
    title = "{G}eo{L}aux: A Benchmark for Evaluating {MLLM}s' Geometry Performance on Long-Step Problems Requiring Auxiliary Lines",
    author = "Fu, Yumeng  and
      Zhu, Jiayin  and
      Zhang, Lingling  and
      Wu, Wenjun  and
      Zhao, Bo  and
      Ma, Shaoxuan  and
      Zhang, Yushun  and
      Liu, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1137/",
    pages = "24784--24809",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-unlocking,
    title = "Unlocking Multilingual Reasoning Capability of {LLM}s and {LVLM}s through Representation Engineering",
    author = "Li, Qiming  and
      Feng, Xiaocheng  and
      Ma, Yixuan  and
      Chen, Ruihan  and
      Tong, Zihe  and
      Ye, Zekai  and
      Feng, Xiachong  and
      Qin, Libo  and
      Ren, Haoyu  and
      Chen, Kun  and
      Lu, Yunfei  and
      Tu, Dandan  and
      Qin, Bing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1138/",
    pages = "24810--24829",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hung-etal-2026-gray,
    title = "Into the Gray Zone: Domain Contexts Can Blur {LLM} Safety Boundaries",
    author = "Hung, Ki Sen  and
      Yang, Xi  and
      Liu, Chang  and
      Li, Haoran  and
      Chen, Kejiang  and
      Fan, Changxuan  and
      Kwok, Tsun On  and
      Zhang, Weiming  and
      Li, Xiaomeng  and
      Song, Yangqiu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1139/",
    pages = "24830--24867",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gao-etal-2026-med,
    title = "{MED}-{COREASONER}: Reducing Language Disparities in Medical Reasoning via Language-Informed Co-Reasoning",
    author = "Gao, Fan  and
      Tong, Sherry T.  and
      Sohn, Jiwoong  and
      Huang, Jiahao  and
      Jiang, Junfeng  and
      Xia, Ding  and
      Ittichaiwong, Piyalitt  and
      Veerakanjana, Kanyakorn  and
      Kim, Hyunjae  and
      Chen, Qingyu  and
      Marrese-Taylor, Edison  and
      Kobayashi, Kazuma  and
      Aizawa, Akiko  and
      Li, Irene",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1140/",
    pages = "24868--24888",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{dai-etal-2026-psyche,
    title = "Psyche-R1: Towards Reliable Psychological {LLM}s through Unified Empathy, Expertise, and Reasoning",
    author = "Dai, Chongyuan  and
      Hu, Jinpeng  and
      Shi, Hongchang  and
      Li, Zhuo  and
      Guo, Dan  and
      Yang, Xun  and
      Wang, Meng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1141/",
    pages = "24889--24906",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{qin-etal-2026-mitigating,
    title = "Mitigating Action-Relation Hallucinations in {LVLM}s via Relation-aware Visual Enhancement",
    author = "Qin, Zhenxin  and
      Li, Qiang  and
      Wang, Qingzhuo  and
      Qin, Ruiyang  and
      Wei, Zhihua  and
      Shen, Wen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1142/",
    pages = "24907--24923",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ranaldi-ranaldi-2026-agentic,
    title = "Agentic Oversight via Dialectic Reasoning",
    author = "Ranaldi, Leonardo  and
      Ranaldi, Federico",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1143/",
    pages = "24924--24944",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{feng-etal-2026-forever,
    title = "{FOREVER}: Forgetting Curve-Inspired Memory Replay for Language Model Continual Learning",
    author = "Feng, Yujie  and
      Wang, Hao  and
      Li, Jian  and
      Chu, Xu  and
      Kang, Zhaolu  and
      Liu, Yiran  and
      Wang, Yasha  and
      Yu, Philip S.  and
      Wu, Xiao-Ming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1144/",
    pages = "24945--24965",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zheng-etal-2026-chartide,
    title = "{C}har{T}ide: Data-Centric Chart-to-Code Generation via Tri-Perspective Tuning and Inquiry-Driven Evolution",
    author = "Zheng, Xiangxi  and
      He, Kuang  and
      Hu, Jiayi  and
      Yu, Ping  and
      Yan, Rui  and
      Yao, Yuan  and
      Hou, Peng  and
      Zeng, Anxiang  and
      Wang, Alex Jinpeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1145/",
    pages = "24966--24985",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{park-etal-2026-prisp,
    title = "{PRISP}: Privacy-Safe Few-Shot Personalization via Lightweight Adaptation",
    author = "Park, Junho  and
      Kim, Dohoon  and
      Moon, Taesup",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1146/",
    pages = "24986--25003",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wen-etal-2026-critic,
    title = "{IF}-{CRITIC}: Towards a Fine-Grained {LLM} Critic for Instruction-Following Evaluation",
    author = "Wen, Bosi  and
      Niu, Yilin  and
      Wang, Cunxiang  and
      Ke, Pei  and
      Ling, Xiaoying  and
      Zhang, Ying  and
      Zeng, Aohan  and
      Wang, Hongning  and
      Huang, Minlie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1147/",
    pages = "25004--25029",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tian-etal-2026-know,
    title = "Know Your Place: Diagnosing Implicit Social Adaptation Failures in {C}hinese Large Language Models",
    author = "Tian, Yu  and
      Xing, Jie  and
      Li, Ziming  and
      Li, Jiang  and
      Duo, Zehua  and
      Lan, Tian  and
      Liu, Xu  and
      Gao, Guanglai  and
      Su, Xiangdong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1148/",
    pages = "25030--25062",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-agent,
    title = "Agent Newsroom: Efficient Chronological Report Generation via Dynamic Multi-Agent Collaboration",
    author = "Wang, Zhenhua  and
      Wang, Chunlei  and
      Geng, Yue  and
      Wang, Bang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1149/",
    pages = "25063--25084",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-locomo,
    title = "Locomo-Plus: Beyond-Factual Cognitive Memory Evaluation Framework for {LLM} Agents",
    author = "Li, Yifei  and
      Guo, Weidong  and
      Zhang, Lingling  and
      Xu, Rongman  and
      Huang, Muye  and
      Liu, Hui  and
      Xu, Lijiao  and
      Xu, Yu  and
      Liu, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1150/",
    pages = "25085--25100",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hagstr-om-etal-2026-cub,
    title = "{CUB}: Benchmarking Context Utilisation Techniques for Language Models",
    author = "Hagstr{\textbackslash}{''}om, Lovisa  and
      Kim, Youna  and
      Yu, Haeun  and
      Lee, Sang-goo  and
      Johansson, Richard  and
      Cho, Hyunsoo  and
      Augenstein, Isabelle",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1151/",
    pages = "25101--25133",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{su-etal-2026-vln,
    title = "{VLN}-{NF}: Feasibility-Aware Vision-and-Language Navigation with False-Premise Instructions",
    author = "Su, Hung-Ting  and
      Wang, Ting-Jun  and
      Yeh, Jia-Fong  and
      Sun, Min  and
      Hsu, Winston H.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1152/",
    pages = "25134--25150",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{luo-etal-2026-niutrans,
    title = "{N}iu{T}rans.{LMT}: Toward Inclusive and Scalable Multilingual Machine Translation with {LLM}s",
    author = "Luo, Yingfeng  and
      Xu, Ziqiang  and
      Ouyang, Yuxuan  and
      Yang, MuRun  and
      Lin, DingYang  and
      Chang, Kaiyan  and
      Zheng, Tong  and
      Li, Bei  and
      Feng, Peinan  and
      Du, Quan  and
      Xiao, Tong  and
      Zhu, JingBo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1153/",
    pages = "25151--25179",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-chipseek,
    title = "{C}hip{S}eek: Optimizing Verilog Generation via {EDA}-Integrated Reinforcement Learning",
    author = "Chen, Zhirong  and
      Chang, Kaiyan  and
      Li, Zhuolin  and
      Li, Cangyuan  and
      He, Xinyang  and
      Chen, Chujie  and
      Wang, Mengdi  and
      Xu, Haobo  and
      Han, Yinhe  and
      Li, Huawei  and
      Wang, Ying",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1154/",
    pages = "25180--25201",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{oh-etal-2026-merit,
    title = "{MERIT} Feedback Elicits Better Bargaining in {LLM} Negotiators",
    author = "Oh, Jihwan  and
      Aghazada, Murad  and
      Shin, Yooju  and
      Yun, Se-Young  and
      Kim, Taehyeon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1155/",
    pages = "25202--25223",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-collision,
    title = "Collision to Cognition: Hash-Driven Graph Construction for Efficient {RAG}",
    author = "Zhou, Chuang  and
      Yuan, Zheng  and
      Luo, Linhao  and
      Xu, Zhaozhuo  and
      Xiao, Yilin  and
      Dong, Junnan  and
      An, Siyu  and
      Yin, di  and
      Sun, Xing  and
      Huang, Xiao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1156/",
    pages = "25224--25240",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gao-etal-2026-websynthesis,
    title = "{W}eb{S}ynthesis: World Model-Guided {M}onte {C}arlo Tree Search for Efficient {W}eb{A}gent Trajectory Synthesis",
    author = "Gao, Yifei  and
      Ye, Junhong  and
      Yang, Yifan  and
      Wang, Jiaqi  and
      Zhang, Yi  and
      Ruichen, Zhang  and
      Sang, Jitao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1157/",
    pages = "25241--25258",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-eyemulator,
    title = "{E}ye{M}ulator: Improving Code Language Models by Mimicking Human Visual Attention",
    author = "Zhang, Yifan  and
      Huang, Chen  and
      Zhang, Yueke  and
      Zhang, Jiahao  and
      Li, Toby Jia-Jun  and
      McMillan, Collin  and
      Leach, Kevin  and
      Huang, Yu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1158/",
    pages = "25259--25272",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lu-etal-2026-tpa,
    title = "{TPA}: Next Token Probability Attribution for Detecting Hallucinations in {RAG}",
    author = "Lu, Pengqian  and
      Lu, Jie  and
      Liu, Anjin  and
      Zhang, Guangquan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1159/",
    pages = "25273--25292",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-gmfl,
    title = "{GMFL}: Efficient Global Masking for Federated {LLM} Fine-tuning",
    author = "Huang, Xin  and
      Hu, Yan  and
      Gong, Yue-Jiao  and
      Zhang, Xinglin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1160/",
    pages = "25293--25312",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sun-etal-2026-agentgl,
    title = "{A}gent{GL}: Towards Agentic Graph Learning with {LLM}s via Reinforcement Learning",
    author = "Sun, Yuanfu  and
      Li, Kang  and
      Fan, Dongzhe  and
      Liu, Jiajin  and
      Tan, Qiaoyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1161/",
    pages = "25313--25335",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lee-etal-2026-mm,
    title = "{MM}-{J}udge{B}ias: A Benchmark for Evaluating Compositional Biases in {MLLM}-as-a-Judge",
    author = "Lee, Sua  and
      Park, Sanghee  and
      Im, Jinbae",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1162/",
    pages = "25336--25373",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-cspo,
    title = "{CSPO}: Alleviating Reward Ambiguity for Structured Table-to-{L}a{T}e{X} Generation",
    author = "Yang, Yunfan  and
      Lan, Cuiling  and
      Sang, Jitao  and
      Lu, Yan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1163/",
    pages = "25374--25391",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ymyang-etal-2026-chart,
    title = "Chart-{MRAG}: Benchmarking Multimodal Retrieval Augmented Generation on Chart-based Documents",
    author = "Ymyang  and
      Zhong, Jiang  and
      Jin, Li  and
      Sun, Xiao  and
      Huang, Jingwang  and
      Gaojinpeng  and
      Liu, Qing  and
      Bai, Yang  and
      Zhang, Jingyuan  and
      Jiang, Rui  and
      Lei, Qin  and
      Wei, Kaiwen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1164/",
    pages = "25392--25445",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-towards,
    title = "Towards Stable and Effective Reinforcement Learning for Mixture-of-Experts",
    author = "Zhang, Di  and
      Wu, Xun  and
      Huang, Shaohan  and
      Jiang, Lingjie  and
      Hao, Yaru  and
      Dong, Li  and
      Chi, Zewen  and
      Sui, Zhifang  and
      Wei, Furu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1165/",
    pages = "25446--25457",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shi-etal-2026-aircoder,
    title = "{AIRC}oder: Adaptive Integration of Multi-dimensional Retrieval for Repository-level Code Completion",
    author = "Shi, Chuanqi  and
      Gao, Miao  and
      Gao, Zhiqiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1166/",
    pages = "25458--25470",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-relook,
    title = "{R}e{L}ook: Vision-Grounded {RL} with a Multimodal {LLM} Critic for Agentic Web Coding",
    author = "Li, Yuhang  and
      Zhang, Chenchen  and
      Lv, Ruilin  and
      Liu, Ao  and
      Deng, Ken  and
      Zhang, Yuanxing  and
      Liu, Jiaheng  and
      Zhou, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1167/",
    pages = "25471--25485",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-safetymem,
    title = "{S}afety{M}em: Adaptive Jailbreak Defense via Dual-Component Safety Memory",
    author = "Wang, Hao  and
      Ni, Ziyi  and
      Wang, Huacan  and
      Lyu, Pin  and
      Sha, Lei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1168/",
    pages = "25486--25509",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chang-etal-2026-enhancing,
    title = "Enhancing Agentic Textual Graph Retrieval with Synthetic Stepwise Supervision",
    author = "Chang, Ge  and
      Su, Jinbo  and
      Liu, Jiacheng  and
      Yang, Pengfei  and
      Shang, Yuhao  and
      Zheng, Huiwen  and
      Ma, Hongli  and
      Liang, Yan  and
      Li, Yuanchun  and
      Liu, Yunxin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1169/",
    pages = "25510--25525",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ai-etal-2026-cognitive,
    title = "Cognitive Scaffold: From Fluid Context to Crystallized Memory for Long-Horizon {D}eep{R}esearch Agents",
    author = "Ai, Qiuyuan  and
      Fu, Zenghuang  and
      Li, Zhaoyang  and
      Jiang, Ping  and
      Wu, Haoyu  and
      Song, Jie  and
      He, Guannan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1170/",
    pages = "25526--25542",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yari-etal-2026-revisiting,
    title = "Revisiting Metric Reliability for Fine-grained Evaluation of Machine Translation and Summarization in {I}ndian Languages",
    author = "Yari, Amir Hossein  and
      Kulkarni, Kalmit  and
      Khan, Ahmad Raza  and
      Koto, Fajri",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1171/",
    pages = "25543--25561",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-learning,
    title = "Learning to Think on Hypergraph: {H}yper{C}o{T} for Structure-Guided N-ary Knowledge Graph Completion",
    author = "Yang, Mengxue  and
      Li, Jinming  and
      Yang, Chun  and
      Zhu, Jiaqi  and
      Li, Jiafan  and
      Zhang, Guanhua  and
      Li, Ying",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1172/",
    pages = "25562--25579",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{luo-etal-2026-two,
    title = "Two Pathways to Truthfulness: On the Intrinsic Encoding of {LLM} Hallucinations",
    author = "Luo, Wen  and
      Peng, Guangyue  and
      Li, Wei  and
      Wei, Shaohang  and
      Song, Feifan  and
      Wang, Liang  and
      Yang, Nan  and
      Zhang, Xingxing  and
      Jin, Jing  and
      Wei, Furu  and
      Wang, Houfeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1173/",
    pages = "25580--25626",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mu-etal-2026-llm,
    title = "{LLM}-{F}orced{A}ligner: A Non-Autoregressive and Accurate {LLM}-Based Forced Aligner for Multilingual and Long-Form Speech",
    author = "Mu, Bingshen  and
      Shi, Xian  and
      Wang, Xiong  and
      Liu, Hexin  and
      Xu, Jin  and
      Xie, Lei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1174/",
    pages = "25627--25638",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{koh-etal-2026-forget,
    title = "Forget What Matters, Keep the Rest: Selective Unlearning of Informative Tokens",
    author = "Koh, Seunghee  and
      Baek, Sunghyun  and
      Kim, Youngdong  and
      Kim, Junmo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1175/",
    pages = "25639--25655",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{you-etal-2026-latent,
    title = "Latent-Condensed Transformer for Efficient Long Context Modeling",
    author = "You, Zeng  and
      Chen, Yaofo  and
      Chen, Qiuwu  and
      Sun, Ying  and
      Zhang, Shuhai  and
      Li, Yingjian  and
      Wang, Yaowei  and
      Tan, Mingkui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1176/",
    pages = "25656--25671",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-medforge,
    title = "{M}ed{F}orge: Interpretable Medical Deepfake Detection via Forgery-aware Reasoning",
    author = "Chen, Zhihui  and
      He, Kai  and
      Lei, Qingyuan  and
      Pu, Bin  and
      Zhang, Jian  and
      Xu, Yuling  and
      Feng, Mengling",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1177/",
    pages = "25672--25692",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-crossguard,
    title = "{C}ross{G}uard: Safeguarding {MLLM}s against Joint-Modal Implicit Malicious Attacks",
    author = "Zhang, Xu  and
      Li, Hao  and
      Lu, Zhichao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1178/",
    pages = "25693--25707",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wi-park-2026-spectral,
    title = "Can Spectral-Clipping Enable Better Learning While Forgetting Less for Low-Rank Adaptation?",
    author = "Wi, Hyowon  and
      Park, Noseong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1179/",
    pages = "25708--25734",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cao-etal-2026-re3,
    title = "Re$^3$: Relevance {\&} Recency Retrieval for Mitigating Temporal Hallucination",
    author = "Cao, Jiawei  and
      Ouyang, Jie  and
      Cheng, Mingyue  and
      Zhou, Zhaomeng  and
      Liu, Chunli  and
      Li, Yupeng  and
      Liu, Zirui  and
      Wang, Shijin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1180/",
    pages = "25735--25760",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{guo-etal-2026-teces,
    title = "{T}e{CES}: Collaborative Geometric Knowledge Representation Framework under Evolving Fact Snapshots",
    author = "Guo, Jiujiang  and
      Guo, Zhengliang  and
      Wang, Kai  and
      Wang, Meiyang  and
      Peng, Dehua  and
      Yuan, Shaozu  and
      Hu, Chengyin  and
      Ai, Shuan  and
      Wei, Yiwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1181/",
    pages = "25761--25780",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{duan-etal-2026-microc,
    title = "{M}icro{C}-{KT}: Modeling Community Effect via Learning Micro-Environment for Evidence-Grounded Explainable Knowledge Tracing",
    author = "Duan, Zhiyi  and
      Shi, Zixing  and
      Jia, Bing  and
      Wang, Qi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1182/",
    pages = "25781--25803",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-imf,
    title = "{I}m{F}: Embedding an Implicit Fingerprint in Your Large Language Models",
    author = "Wu, Jiaxuan  and
      Peng, Wanli  and
      fu, Hang  and
      Yiming, Xue  and
      Wen, Juan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1183/",
    pages = "25804--25825",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gong-etal-2026-temp,
    title = "Temp-R1: A Unified Autonomous Agent for Complex Temporal {KGQA} via Reverse Curriculum Reinforcement Learning",
    author = "Gong, Zhaoyan  and
      Liu, Zhiqiang  and
      Li, Songze  and
      Guo, Xiaoke  and
      Liu, Yuanxiang  and
      Deng, Xinle  and
      Liu, Zhizhen  and
      Liang, Lei  and
      Chen, Huajun  and
      Zhang, Wen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1184/",
    pages = "25826--25845",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-s2g,
    title = "{S}2{G}-{RAG}: Structured Sufficiency and Gap Judging for Iterative Retrieval-Augmented {QA}",
    author = "Li, Minghan  and
      Zou, Junjie  and
      Lv, Xinxuan  and
      Zhang, Chao  and
      Zhou, Guodong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1185/",
    pages = "25846--25862",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kang-etal-2026-jailbreaking,
    title = "Jailbreaking Multimodal Large Language Models using Multi-Clip Video",
    author = "Kang, Choongwon  and
      Sun, Seungjong  and
      Jun, Hyunmin  and
      Kim, Jang Hyun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1186/",
    pages = "25863--25889",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-hag,
    title = "{HAG}: Hierarchical Demographic Tree-based Agent Generation for Topic-Adaptive Simulation",
    author = "Chen, Rongxin  and
      Wu, Tianyu  and
      Xu, Bingbing  and
      Luo, JiaTang  and
      Xu, Xiucheng  and
      Shen, Huawei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1187/",
    pages = "25890--25906",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-stable,
    title = "Stable-{RAG}: Mitigating Retrieval-Permutation-Induced Hallucinations in Retrieval-Augmented Generation",
    author = "Zhang, Qianchi  and
      Zhang, Hainan  and
      Pang, Liang  and
      Zheng, Hong-Wei  and
      Zheng, Zhiming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1188/",
    pages = "25907--25926",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-logical,
    title = "From Logical to Computational Sparsity: Structure-Aware Block-Sparse Attention for Long-Code Completion",
    author = "Wang, Yanli  and
      Wang, Yanlin  and
      Zhang, Bowen  and
      Zhang, Yiwei  and
      Guo, Daya  and
      Chen, Jiachi  and
      Zhang, Hongyu  and
      Zheng, Zibin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1189/",
    pages = "25927--25942",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zeng-etal-2026-cogevolve,
    title = "{C}og{E}volve: A Multimodal Benchmark for Evaluating Relational Reasoning in Semantic Extension",
    author = "Zeng, Jingjie  and
      Li, Huayang  and
      Yang, Liang  and
      Sun, Yuanyuan  and
      Zhang, Shaowu  and
      Lin, Hongfei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1190/",
    pages = "25943--25960",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yoon-etal-2026-towards,
    title = "Towards Privacy-Preserving Large Language Model: Text-free Inference Through Alignment and Adaptation",
    author = "Yoon, Jeongho  and
      Park, Chanhee  and
      Chun, Yongchan  and
      Moon, Hyeonseok  and
      Lim, Heuiseok",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1191/",
    pages = "25961--25981",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-visret,
    title = "{V}is{R}et: Visualization Improves Knowledge-Intensive Text-to-Image Retrieval",
    author = "Wu, Di  and
      Wan, Yixin  and
      Chang, Kai-Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1192/",
    pages = "25982--26001",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-selective,
    title = "Selective Knowledge Distillation: Fusing {LLM} Semantic Strengths with {DNN} Efficiency for Binary Code Similarity Detection",
    author = "Zhou, Shize  and
      Liu, Peiyu  and
      Fu, Lirong  and
      Ye, Tong  and
      Wang, Wenhai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1193/",
    pages = "26002--26014",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lee-etal-2026-mixture,
    title = "Mixture-of-Experts with Intermediate {CTC} Supervision for Accented Speech Recognition",
    author = "Lee, Wonjun  and
      Kim, Hyounghun  and
      Lee, Gary",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1194/",
    pages = "26015--26027",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{leng-etal-2026-transllm,
    title = "{T}rans{LLM}: A Unified Multi-Task Large Language Model for Urban Transportation via Learnable Prompting",
    author = "Leng, Jiaming  and
      Bi, Yunying  and
      Qin, Chuan  and
      Huang, Zhenya  and
      Yin, Bing  and
      Ren, Haojie  and
      Zhang, Yanyong  and
      Wang, Chao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1195/",
    pages = "26028--26042",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fu-etal-2026-corecodebench,
    title = "{C}ore{C}ode{B}ench: Decoupling Code Intelligence via Fine-Grained Repository-Level Tasks",
    author = "Fu, Lingyue  and
      Guan, Hao  and
      Zhang, Bolun  and
      Yuan, Haowei  and
      Zhu, Yaoming  and
      Qiu, Lin  and
      Wang, ZongYu  and
      Cao, Xuezhi  and
      Cai, Xunliang  and
      Liu, Weiwen  and
      Zhang, Weinan  and
      Yu, Yong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1196/",
    pages = "26043--26067",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mao-etal-2026-stop,
    title = "Stop Fixating on Prompts: Reasoning Hijacking and Constraint Tightening for Red-Teaming {LLM} Agents",
    author = "Mao, Yanxu  and
      Liu, Peipei  and
      Cui, Tiehan  and
      Liu, Congying  and
      Xing, Mingzhe  and
      You, Datao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1197/",
    pages = "26068--26085",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yi-etal-2026-attention,
    title = "Attention Basin: Why Contextual Position Matters in Large Language Models",
    author = "Yi, Zihao  and
      Ling, Zhenqing  and
      Zeng, Delong  and
      Luo, Haohao  and
      Xu, Zhe  and
      Liu, Wei  and
      Luan, Jian  and
      Cao, Wanxia  and
      Shen, Ying",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1198/",
    pages = "26086--26106",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-rratention,
    title = "{RRA}tention: Dynamic Block Sparse Attention via Per-Head Round-Robin Shifts for Long-Context Inference",
    author = "Liu, Siran  and
      Wang, Guoxia  and
      Wang, Sa  and
      Zeng, Jinle  and
      Xie, Haoyang  and
      Lou, Siyu  and
      Yang, Jiabin  and
      Yu, Dianhai  and
      Wang, Haifeng  and
      Yang, Chao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1199/",
    pages = "26107--26124",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-beyond,
    title = "Beyond Surface Features: Advancing Medical Vision-Language Alignment via Dynamic Evidence-Guided Preference Optimization",
    author = "Huang, Zixuan  and
      Zhu, Zhihong  and
      Liu, Xiaolong  and
      Hao, Yanchao  and
      Zhang, Manman  and
      Wei, Zheng  and
      Xing, Bowen  and
      Wu, Xian  and
      Li, Ye  and
      Miao, Fen  and
      Zheng, Yefeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1200/",
    pages = "26125--26137",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-safe,
    title = "{SAFE}-{QAQ}: End-to-End Slow-Thinking Audio-Text Fraud Detection via Reinforcement Learning",
    author = "Wang, Peidong  and
      Ma, Zhiming  and
      Dai, Xin  and
      Liu, YongKang  and
      Feng, Shi  and
      Yang, Xiaocui  and
      Hu, Wenxing  and
      Wang, Zhihao  and
      Pan, Mingjun  and
      Yuan, Li  and
      Wang, Daling",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1201/",
    pages = "26138--26157",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-mads,
    title = "{M}a{DS}: Long-Horizon {GUI} Automation via Synergizing Dual-Layer Memory and Multi-Round Debate",
    author = "Chen, Pengchen  and
      Chen, Shi  and
      Ye, Qiming  and
      Chen, Xinli  and
      Li, Xinran  and
      Xiang, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1202/",
    pages = "26158--26180",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wei-etal-2026-cirag,
    title = "{CIRAG}: Construction{--}Integration Retrieval and Adaptive Generation for Multi-hop Question Answering",
    author = "Wei, Zili  and
      Wang, Yilin  and
      Yang, Xiaocui  and
      Feng, Shi  and
      Bao, Weidong  and
      Wang, Daling  and
      Wang, Zihan  and
      Zhang, Yifei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1203/",
    pages = "26181--26197",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zeng-etal-2026-tinyjudge,
    title = "{T}iny{J}udge: Unverifiable Constraint Alignment via Lightweight Specialist Ensembles",
    author = "Zeng, Yirong  and
      Liu, Yufei  and
      Ding, Xiao  and
      Hou, Yutai  and
      Wang, Yuxian  and
      Ning, Wu  and
      Song, Haonan  and
      Tu, Dandan  and
      Zhang, Qixun  and
      He, Yuxiang  and
      Cai, Bibo  and
      Liu, Ting",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1204/",
    pages = "26198--26212",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{han-etal-2026-dynamic,
    title = "Dynamic Infilling Anchors for Format-Constrained Generation in Diffusion Large Language Models",
    author = "Han, Boyan  and
      Wang, Yiwei  and
      Song, Yi  and
      Cai, Yujun  and
      Zhang, Chi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1205/",
    pages = "26213--26227",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yin-etal-2026-compiling,
    title = "Compiling Activation Steering into Weights via Null-Space Constraints for Stealthy Backdoors",
    author = "Yin, Rui  and
      Han, Tianxu  and
      Xu, Naen  and
      Li, Changjiang  and
      He, Ping  and
      Zhou, Chunyi  and
      Wang, Jun  and
      Fu, Zhihui  and
      Du, Tianyu  and
      Li, Jinbao  and
      Ji, Shouling",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1206/",
    pages = "26228--26245",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fu-etal-2026-inhibitory,
    title = "Inhibitory Attacks on Backdoor-based Fingerprinting for Large Language Models",
    author = "fu, Hang  and
      Peng, Wanli  and
      Zhou, Yinghan  and
      Wu, Jiaxuan  and
      Wen, Juan  and
      Yiming, Xue",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1207/",
    pages = "26246--26266",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-timesaf,
    title = "{T}ime{SAF}: Towards {LLM}-Guided Semantic Asynchronous Fusion for Time Series Forecasting",
    author = "Zhang, Fan  and
      Fan, Shiming  and
      Wang, Hua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1208/",
    pages = "26267--26284",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{si-etal-2026-pruning,
    title = "Pruning Unsafe Tickets: A Resource-Efficient Framework for Safer and More Robust {LLM}s",
    author = "Si, Wai Man  and
      Li, Mingjie  and
      Backes, Michael  and
      Zhang, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1209/",
    pages = "26285--26302",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ramachandran-etal-2026-equip,
    title = "{EQUIP}: {EQU}ivariant preserving In-Place updates for Efficient Token Pruning",
    author = "Ramachandran, Arun  and
      Govindarajan, R  and
      Annavaram, Murali  and
      Raghavendra, Prakash",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1210/",
    pages = "26303--26323",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhu-etal-2026-exons,
    title = "Exons-Detect: Identifying and Amplifying Exonic Tokens via Hidden-State Discrepancy for Robust {AI}-Generated Text Detection",
    author = "Zhu, Xiaowei  and
      Ren, Yubing  and
      Fang, Fang  and
      Wang, Shi  and
      Cao, Yanan  and
      Guo, Li",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1211/",
    pages = "26324--26336",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-reasoning,
    title = "Reasoning Fails Where Step Flow Breaks",
    author = "Xu, Xiaoyu  and
      Pan, Yulan  and
      Yuan, Xiaosong  and
      Shen, Zhihong  and
      Su, Minghao  and
      Su, Yuanhao  and
      Zhang, Xiaofeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1212/",
    pages = "26337--26353",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-cat,
    title = "Cat-{M}o{D}: Accelerating Multimodal Alignment via Caption Token Guided Asymmetric Mixture-of-Depths",
    author = "Huang, YiJie  and
      Yang, Xiaocui  and
      Feng, Shi  and
      Zhang, Wen  and
      Song, Kaisong  and
      Zhang, Yifei  and
      Wang, Daling",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1213/",
    pages = "26354--26376",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiang-etal-2026-beyond,
    title = "Beyond Scaling: Measuring and Predicting the Upper Bound of Knowledge Retention in Language Model Pre-Training",
    author = "Jiang, Changhao  and
      Zhang, Ming  and
      Cao, Yifei  and
      Ye, Junjie  and
      Fan, Xiaoran  and
      Dou, Shihan  and
      Xi, Zhiheng  and
      Sun, Jiajun  and
      Dong, Yi  and
      Shen, Yujiong  and
      Tong, Jingqi  and
      Fan, Baoyu  and
      Gui, Tao  and
      Zhang, Qi  and
      Huang, Xuanjing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1214/",
    pages = "26377--26396",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-efficient,
    title = "Efficient Paths and Dense Rewards: Probabilistic Flow Reasoning for Large Language Models",
    author = "Liu, Yan  and
      Zhang, Feng  and
      Ma, Zhanyu  and
      Xu, Jun  and
      Gao, Jiuchong  and
      Hao, Jinghua  and
      He, Renqing  and
      Liu, Han  and
      Deng, Yangdong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1215/",
    pages = "26397--26414",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tan-etal-2026-triplay,
    title = "{T}ri{P}lay-{RL}: Tri-Role Self-Play Reinforcement Learning for {LLM} Safety Alignment",
    author = "Tan, Zhewen  and
      Yu, Wenhan  and
      Si, Jianfeng  and
      Liu, Tongxin  and
      Guan, Kaiqi  and
      Jin, Huiyan  and
      Tao, Jiawen  and
      Yuan, Xiaokun  and
      Zhang, Xiangzheng  and
      Ma, Duohe  and
      Yang, Tong  and
      Sun, Lin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1216/",
    pages = "26415--26429",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-cross,
    title = "Cross-Modal Coreference Alignment: Enabling Reliable Information Transfer in Omni-{LLM}s",
    author = "Liu, Hongcheng  and
      Wang, Yuhao  and
      Chen, Zhe  and
      Wang, Pingjie  and
      Zhu, Zhiyuan  and
      Hou, Yixuan  and
      Wang, Yanfeng  and
      Wang, Yu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1217/",
    pages = "26430--26453",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-inflated,
    title = "Inflated Excellence or True Performance? Rethinking Medical Diagnostic Benchmarks with Dynamic Evaluation",
    author = "Zhang, Xiangxu  and
      Li, Lei  and
      Zhou, Yanyun  and
      Zhou, Xiao  and
      Zhang, Yingying  and
      Wu, Xian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1218/",
    pages = "26454--26493",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-trendfact,
    title = "{T}rend{F}act: A Benchmark Towards Hotspot Perception in Automatic Fact-Checking",
    author = "Zhang, Xiaocheng  and
      Wang, Xi  and
      Lu, Yifei  and
      Wang, Jianing  and
      Ye, Zhuangzhuang  and
      Bao, Mengjiao  and
      Yan, Peng  and
      Su, Xiaohong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1219/",
    pages = "26494--26513",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sun-etal-2026-mpboco,
    title = "{MPB}o{C}o: Multimodal Prompt-based Boundary-enhanced Continual Framework for Joint Entity and Relation Extraction",
    author = "Sun, Guanglu  and
      Liu, Xinyu  and
      Liang, Lili  and
      Yu, Yang  and
      Lang, Fei  and
      Zhu, Suxia  and
      Liu, Ming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1220/",
    pages = "26514--26524",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-confspec,
    title = "{C}onf{S}pec: Efficient Step-Level Speculative Reasoning via Confidence-Gated Verification",
    author = "Liu, Siran  and
      Cao, Zane  and
      He, Yongchao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1221/",
    pages = "26525--26538",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ma-etal-2026-personalizing,
    title = "Personalizing {LLM}s with Binary Feedback: A Preference-Calibrated Optimization Framework",
    author = "Ma, Xilai  and
      Zhao, Liye  and
      Yao, Weijun  and
      Di, Haibing  and
      Wang, Wenya  and
      Li, Jing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1222/",
    pages = "26539--26555",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xiong-etal-2026-localized,
    title = "Localized Low-Rank Adaptation within Clustered Parameter Subspaces",
    author = "Xiong, Jiahao  and
      Liu, Yihe  and
      Hu, Xianming  and
      Zhao, Hongbo  and
      Chen, Nuoyi  and
      Zhang, Jie  and
      Zhang, Kai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1223/",
    pages = "26556--26572",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-zhang-2026-sgvef,
    title = "{SGVEF}-{LOOP}: Coverage-Guided Progressive Topological Exploration and Fact-Grounded Metamorphic Evaluation for {MCP} Agents",
    author = "Liu, Zenghao  and
      Zhang, Yansong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1224/",
    pages = "26573--26599",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sun-etal-2026-mentalseek,
    title = "{M}ental{S}eek-Dx: Towards Progressive Hypothetico-Deductive Reasoning for Real-world Psychiatric Diagnosis",
    author = "Sun, Xiao  and
      Ymyang  and
      Jiang, Xinyi  and
      Tian, Yu  and
      Zhu, Junnan  and
      Zhong, Jiang  and
      Lei, Qin  and
      Huang, Jingwang  and
      Zeng, Haoyang  and
      Zhou, Xinyu  and
      Xiao, Xin  and
      Wei, Kaiwen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1225/",
    pages = "26600--26636",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-think-parallax,
    title = "Think Parallax: Solving Multi-Hop Problems via Multi-View Knowledge-Graph-Based Retrieval-Augmented Generation",
    author = "Liu, Jinliang  and
      Bai, Jiale  and
      Zeng, Shaoning",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1226/",
    pages = "26637--26655",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-ma-2026-aim,
    title = "{AIM}-{C}o{T}: Active Information-driven Multimodal Chain-of-Thought for Vision-Language Reasoning",
    author = "Li, Xiping  and
      Ma, Jianghong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1227/",
    pages = "26656--26681",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-benchmarking,
    title = "Benchmarking Egocentric Clinical Intent Understanding Capability for Medical Multimodal Large Language Models",
    author = "Liu, Shaonan  and
      Yu, Guo  and
      Luo, Xiaoling  and
      Zheng, Shiyi  and
      Liu, Jie  and
      Chen, Wenting  and
      Shen, Linlin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1228/",
    pages = "26682--26697",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xie-etal-2026-data,
    title = "Data Pollination: An Emergent Ecological Process Driving {AI} Population Evolution",
    author = "Xie, Shufang  and
      Pei, Qizhi  and
      Lv, Ang  and
      Hu, Jingyang  and
      Wu, Lijun  and
      Yan, Rui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1229/",
    pages = "26698--26721",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hao-wu-2026-extending,
    title = "Extending First-Order Logic for Factual Reasoning over Knowledge Graphs",
    author = "Hao, Yuanzhen  and
      Wu, Desheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1230/",
    pages = "26722--26738",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shao-etal-2026-diffuse,
    title = "Diffuse Thinking: Exploring Diffusion Language Models as Efficient Thought Proposers for Reasoning",
    author = "Shao, Chenyang  and
      Ren, Sijian  and
      Xu, Fengli  and
      Li, Yong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1231/",
    pages = "26739--26757",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hu-etal-2026-memory,
    title = "Does Memory Need Graphs? A Unified Framework and Empirical Analysis for Long-Term Dialog Memory",
    author = "Hu, Sen  and
      Wei, Yuxiang  and
      Ran, Jiaxin  and
      Han, Xueran  and
      Yao, Zhiyuan  and
      Wang, Huacan  and
      Chen, Ronghao  and
      Zou, Lei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1232/",
    pages = "26758--26782",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiang-etal-2026-false,
    title = "False {F}riends in the Shell: Unveiling the Emoticon Semantic Confusion in Large Language Models",
    author = "Jiang, Weipeng  and
      Zhang, Xiaoyu  and
      Zhai, Juan  and
      Ma, Shiqing  and
      Shen, Chao  and
      Liu, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1233/",
    pages = "26783--26803",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhu-etal-2026-doclens,
    title = "{D}oc{L}ens: A Tool-Augmented Multi-Agent Framework for Long Visual Document Understanding",
    author = "Zhu, Dawei  and
      Meng, Rui  and
      Chen, Jiefeng  and
      Li, Sujian  and
      Pfister, Tomas  and
      Yoon, Jinsung",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1234/",
    pages = "26804--26829",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-stability,
    title = "Stability Implies Redundancy: Delta Attention Selective Halting for Efficient Long-Context Prefilling",
    author = "Chen, Yujie  and
      Chen, Tailai  and
      Gao, Yifeng  and
      He, Zoe Wanying  and
      Xu, Yijue  and
      Wang, Shaobo  and
      Zhang, Linfeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1235/",
    pages = "26830--26848",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-beyond-self,
    title = "Beyond Self-Report: Bridging the Intention-Behavior Gap in Critical Thinking Assessment via Interpretable Multi-Agent System",
    author = "Li, Zekun  and
      Yu, Jifan  and
      Li, Haoxuan  and
      He, Ye  and
      Zhang-Li, Daniel  and
      Tu, Shangqing  and
      Lim, Joy Jia Yin  and
      Jiang, Yikun  and
      Yuan, Jiaxin  and
      Zhang, Yu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1236/",
    pages = "26849--26871",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sun-etal-2026-llm,
    title = "{LLM} Reasoning as Trajectories: Step-Specific Representation Geometry and Correctness Signals",
    author = "Sun, Lihao  and
      Dong, Hang  and
      Qiao, Bo  and
      Lin, Qingwei  and
      Zhang, Dongmei  and
      Rajmohan, Saravan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1237/",
    pages = "26872--26887",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-data,
    title = "A Data-Efficient Path to Multilingual {LLM}s: Language Expansion via Post-training {PARAM}$\Delta$ Integration into Upcycled {M}o{E}",
    author = "Zhou, Hao  and
      Li, Tianhao  and
      Wang, Zhijun  and
      She, Shuaijie  and
      Wu, Linjuan  and
      Wei, Hao-Ran  and
      Yang, Baosong  and
      Chen, Jiajun  and
      Huang, Shujian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1238/",
    pages = "26888--26904",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wei-etal-2026-evolution,
    title = "The Evolution of Thought: Tracking {LLM} Overthinking via Reasoning Dynamics Analysis",
    author = "Wei, Zihao  and
      Pang, Liang  and
      Liu, Jiahao  and
      Shi, Wenjie  and
      Deng, Jingcheng  and
      Xu, Shicheng  and
      Duan, Zenghao  and
      Wang, Jingang  and
      Sun, Fei  and
      Shen, Huawei  and
      Cheng, Xueqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1239/",
    pages = "26905--26920",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-coconuts,
    title = "{C}o{C}o{NUTS}: Concentrating on Content while Neglecting Uninformative Textual Styles for {AI}-Generated Peer Review Detection",
    author = "Chen, Yihan  and
      Chen, Jiawei  and
      Mo, Guozhao  and
      Chen, Xuanang  and
      He, Ben  and
      Han, Xianpei  and
      Sun, Le",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1240/",
    pages = "26921--26950",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hwang-etal-2026-llms,
    title = "Can {LLM}s Estimate Cognitive Complexity of Reading Comprehension Items?",
    author = "Hwang, Seonjeong  and
      Kim, Hyounghun  and
      Lee, Gary",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1241/",
    pages = "26951--26966",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-recoqa,
    title = "{R}e{C}o{QA}: A Benchmark for Tool-Augmented and Multi-Step Reasoning in Real Estate Question and Answering",
    author = "Zhang, Yindong  and
      Yang, Wenmian  and
      Zhang, Yiquan  and
      Jia, Weijia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1242/",
    pages = "26967--26987",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-human,
    title = "Human or {LLM} as Standardized Patients? A Comparative Study in Medical Education",
    author = "Zhang, Bingquan  and
      Liu, Xiaoxiao  and
      Wang, Yuchi  and
      Lei, Zhou  and
      Xie, Qianqian  and
      Wang, Benyou",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1243/",
    pages = "26988--27012",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-harmonizing,
    title = "Harmonizing the Past, Present, and Future: A Null-Space Constrained Region-Specific Method for Continual Learning in {LLM}s",
    author = "Chen, Jinhui  and
      He, Shizhu  and
      Yang, Xingchang  and
      Liao, Huanxuan  and
      Wang, Yequan  and
      Liao, Xiangwen  and
      Teng, Wenhao  and
      Liu, Kang  and
      Zhao, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1244/",
    pages = "27013--27033",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jin-etal-2026-attention,
    title = "Attention Weights as an Indicator: Analyzing and Improving Document Utilization in Retrieval-Augmented Generation",
    author = "Jin, Jing  and
      Song, Yuhan  and
      Luo, Wen  and
      Wang, Houfeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1245/",
    pages = "27034--27052",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lee-etal-2026-inertia,
    title = "Inertia in Moral and Value Judgments of Large Language Models",
    author = "Lee, Bruce W.  and
      Lee, Yeongheon  and
      Cho, Hyunsoo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1246/",
    pages = "27053--27075",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{pham-etal-2026-liveculturebench,
    title = "{L}ive{C}ulture{B}ench: a Multi-Agent, Multi-Cultural Benchmark for Large Language Models in Dynamic Social Simulations",
    author = "Pham, Viet Thanh  and
      Qu, Lizhen  and
      Vu, Thuy-Trang  and
      Haffari, Gholamreza  and
      Phung, Dinh",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1247/",
    pages = "27076--27105",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{du-etal-2026-enabling,
    title = "Enabling Agents to Communicate Entirely in Latent Space",
    author = "Du, Zhuoyun  and
      Wang, Runze  and
      Bai, Huiyu  and
      Cao, Zouying  and
      Zhu, Xiaoyong  and
      Cheng, Yu  and
      Zheng, Bo  and
      Chen, Wei  and
      Ying, Haochao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1248/",
    pages = "27106--27129",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gao-etal-2026-dr,
    title = "{DR}-Arena: an Automated Evaluation Framework for Deep Research Agents",
    author = "Gao, Yiwen  and
      Zhao, Ruochen  and
      Deng, Yang  and
      Zhang, Wenxuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1249/",
    pages = "27130--27152",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-question,
    title = "Question Tells You Where the Answer Is: Intention-aware Long-Context {KV} Cache Compression",
    author = "Zhao, Liang  and
      Feng, Xiaocheng  and
      Zhong, Weihong  and
      Huang, Lei  and
      Zhu, Kun  and
      Wang, Baoxin  and
      Wu, Dayong  and
      Hu, Guoping  and
      Liu, Ting  and
      Qin, Bing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1250/",
    pages = "27153--27169",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-ladr,
    title = "{LADR}: Locality-Aware Dynamic Rescue for Efficient Text-to-Image Generation with Diffusion Large Language Models",
    author = "Wang, Chenglin  and
      Zhou, Yucheng  and
      Chen, Shuang  and
      Wang, Tao  and
      Zhang, Kai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1251/",
    pages = "27170--27183",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wei-etal-2026-pace,
    title = "{PACE}: Predictive Adaptive Context Extraction for Long-Horizon {LLM} Agents",
    author = "Wei, Lei  and
      Peng, Xiao  and
      Tt  and
      Zhang, Guannan  and
      Jiang, Chenhao  and
      Li, Hongyu  and
      Lin, Lanbo  and
      Xu, Yuanwu  and
      Liu, Jiayao  and
      Wang, Kesu  and
      Wang, Bin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1252/",
    pages = "27184--27199",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hu-etal-2026-pacore,
    title = "{P}a{C}o{R}e: Learning to Scale Test-Time Compute with Parallel Coordinated Reasoning",
    author = "Hu, Jingcheng  and
      Zhang, Yinmin  and
      Shang, Shijie  and
      Yang, Xiaobo  and
      Peng, Yue  and
      Huang, Zhewei  and
      Zhou, Hebin  and
      Wu, Xin  and
      Cheng, Jie  and
      Wan, Fanqi  and
      Kong, Xiangwen  and
      Yao, Chengyuan  and
      Yan, Kaiwen  and
      Huang, Ailin  and
      Zhou, Hongyu  and
      Han, Qi  and
      Ge, Zheng  and
      Zhang, Xiangyu  and
      Shum, Heung-Yeung",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1253/",
    pages = "27200--27215",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-draft,
    title = "Draft, Verify, Restore: Self-Refining Historical Inscription Restoration with a Unified {MLLM}",
    author = "Zhang, Yuyi  and
      Liu, Junle  and
      Zhang, Peirong  and
      Liu, Jianliang  and
      Yang, Zhenhua  and
      Jin, Lianwen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1254/",
    pages = "27216--27231",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-sam3,
    title = "{SAM}3-{I}: Segment Anything with Instructions",
    author = "Li, Jingjing  and
      Feng, Yue  and
      Guo, Yuchen  and
      Huang, Jincai  and
      Ji, Wei  and
      Bi, Qi  and
      Piao, Yongri  and
      Zhang, Miao  and
      Zhao, Xiaoqi  and
      Chen, Qiang  and
      Zou, Shihao  and
      Lu, Huchuan  and
      Cheng, Li",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1255/",
    pages = "27232--27249",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sun-etal-2026-stop,
    title = "Stop When Enough: Adaptive Early-Stopping for Chain-of-Thought Reasoning",
    author = "Sun, Renliang  and
      Cheng, Wei  and
      Li, Dawei  and
      Chen, Haifeng  and
      Wang, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1256/",
    pages = "27250--27268",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cheng-etal-2026-improving,
    title = "Improving Long-Context Translation via Self-Supervised Dual Learning",
    author = "Cheng, Shanbo  and
      She, Shuaijie  and
      Bao, Yu  and
      Zhang, Jianbing  and
      Chen, Jiajun  and
      Huang, Shujian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1257/",
    pages = "27269--27280",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{guo-etal-2026-carl,
    title = "{C}a{RL}-{EM}: Cost-Aware Reinforcement Learning for Entity Matching with {LLM}s",
    author = "Guo, Chaohui  and
      Klein, Michel C. A.  and
      Huang, Zhisheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1258/",
    pages = "27281--27293",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{song-etal-2026-audio,
    title = "Audio Jailbreak: An Open Comprehensive Benchmark for Jailbreaking Large Audio-Language Models",
    author = "Song, Zirui  and
      Jiang, Qian  and
      Cui, Mingxuan  and
      Li, Mingzhe  and
      Gao, Lang  and
      Zhang, Zeyu  and
      Xu, Zixiang  and
      Wang, Yanbo  and
      Ouyang, Guangxian  and
      Chen, Zhenhao  and
      Chen, Xiuying",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1259/",
    pages = "27294--27308",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{guo-etal-2026-personalization,
    title = "When Personalization Legitimizes Risks: Uncovering Safety Vulnerabilities in Personalized Dialogue Agents",
    author = "Guo, Jiahe  and
      Guo, Xiangran  and
      Hu, Yulin  and
      Long, Zimo  and
      Sui, Xingyu  and
      Zhi, Xuda  and
      Huang, Yongbo  and
      He, Hao  and
      Zhao, Weixiang  and
      Zhao, Yanyan  and
      Qin, Bing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1260/",
    pages = "27309--27335",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-alphacontext,
    title = "{A}lpha{C}ontext: An Evolutionary Tree-based Psychometric Context Generator for Creativity Assessment",
    author = "Wang, Yixuan  and
      Huang, Yue  and
      Qian, Hong  and
      Wei, Yunzhao  and
      Ding, Yifei  and
      Wang, Wenkai  and
      Liu, Zhi  and
      Huang, Zhongjing  and
      Zhou, Aimin  and
      Guo, Jiajun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1261/",
    pages = "27336--27357",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{dai-etal-2026-demystifying,
    title = "Demystifying Data Organization for Enhanced {LLM} Training",
    author = "Dai, Yalun  and
      Huang, Yangyu  and
      Yang, Tongshen  and
      Wang, Yonghan  and
      Zhang, Xin  and
      Wu, Wenshan  and
      Zhao, Qihao  and
      Li, Hao  and
      Gao, Yuanyuan  and
      Yap, Kim-Hui  and
      Li, Scarlett",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1262/",
    pages = "27358--27375",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-beyond-single,
    title = "Beyond Single View: A Comprehensive Benchmark for Medical Multimodal Large Language Models on Multi-Image Understanding",
    author = "Xu, Dexuan  and
      Jiayin, Yuan  and
      Wang, Jianing  and
      Chen, Yanyuan  and
      Wang, Hanpin  and
      Huang, Yu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1263/",
    pages = "27376--27394",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-seeing,
    title = "When Seeing Is not Enough: Revealing the Limits of Active Reasoning in {MLLM}s",
    author = "Liu, Hongcheng  and
      Wang, Pingjie  and
      Wang, Yuhao  and
      Ou, Siqu  and
      Wang, Yanfeng  and
      Wang, Yu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1264/",
    pages = "27395--27422",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sun-etal-2026-cuma,
    title = "{C}u{MA}: Aligning {LLM}s with Sparse Cultural Values via Demographic-Aware Mixture of Adapters",
    author = "Sun, Ao  and
      Wang, Xiaoyu  and
      Tan, Zhe  and
      Li, Yu  and
      Jiachen, Zhu  and
      Jia, Yuheng  and
      Su, Shu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1265/",
    pages = "27423--27441",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-neo,
    title = "Neo-Classic: A Benchmark for Evaluating Linguistic-Aesthetic Reasoning in Classical {C}hinese Poetry",
    author = "Zhang, Han  and
      Gu, Zihan  and
      Wang, Zhiyuan  and
      Ma, Tianyi  and
      Lu, Jiacheng  and
      Zhang, Xinyan  and
      Wei, Yuhao  and
      Hua, Cheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1266/",
    pages = "27442--27465",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hwang-etal-2026-multi,
    title = "A Multi-Agent Framework for Feature-Constrained Difficulty Control in Reading Comprehension Item Generation",
    author = "Hwang, Seonjeong  and
      Seo, Jun  and
      Kim, Hyounghun  and
      Lee, Gary",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1267/",
    pages = "27466--27488",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{morand-etal-2026-tommer,
    title = "{T}o{MM}e{R} - Efficient Entity Mention Detection from Large Language Models",
    author = "Morand, Victor  and
      Tomeh, Nadi  and
      Mothe, Josiane  and
      Piwowarski, Benjamin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1268/",
    pages = "27489--27509",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sun-etal-2026-shuttle,
    title = "Shuttle Between Symbolic Instructions and Neural Parameters of Large Language Models",
    author = "Sun, Wangtao  and
      Xu, Haotian  and
      Liao, Huanxuan  and
      Yu, Xuanqing  and
      Jiang, Zhongtao  and
      He, Shizhu  and
      Zhao, Jun  and
      Liu, Kang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1269/",
    pages = "27510--27524",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gao-etal-2026-mitigating,
    title = "Mitigating Spurious Correlations in Text Classification Using Latent Space Geometry",
    author = "Gao, Jiasen  and
      Chen, Xiaoliang  and
      Miao, Duoqian  and
      Gu, Xu  and
      Li, Xianyong  and
      Du, Yajun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1270/",
    pages = "27525--27539",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-efficient-hyperparameter,
    title = "Efficient Hyperparameter Optimization for {LLM} Reinforcement Learning",
    author = "Chen, Minping  and
      Xiao, Bowen  and
      Liang, Du  and
      Zeng, Chuxuan  and
      Wen, Zeyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1271/",
    pages = "27540--27552",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-hetero,
    title = "Hetero-Designer: Automated Design of Multi-Agent Systems with Heterogeneous {LLM}s",
    author = "Zhang, Zhiheng  and
      Zhang, Yuanzhe  and
      Yu, Bohan  and
      Zeng, Daojian  and
      Liu, Kang  and
      Zhao, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1272/",
    pages = "27553--27574",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiang-etal-2026-achieving,
    title = "Achieving Multi-Hop Calculation and Safe Abstention in Financial Numerical Reasoning by Metric Graph Constrained {LLM}s",
    author = "Jiang, Aoyuan  and
      Hong, Liang  and
      Liu, Haoxuan  and
      Wang, Rui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1273/",
    pages = "27575--27595",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hua-etal-2026-socia,
    title = "{SOCIA}-{EVO}: Automated Simulator Construction via Dual-Anchored Bi-Level Optimization",
    author = "Hua, Yuncheng  and
      Weatherhead, Sion  and
      Jafari, Mehdi  and
      Xue, Hao  and
      Salim, Flora D.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1274/",
    pages = "27596--27634",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hussain-etal-2026-soundbreak,
    title = "{S}ound{B}reak: A Systematic Study of Audio-Only Adversarial Attacks on Trimodal Models",
    author = "Hussain, Aafiya Shamshad  and
      Srivastava, Gaurav  and
      Ishmam, Alvi Md  and
      Hakim, Zaber Ibn Abdul  and
      Thomas, Chris",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1275/",
    pages = "27635--27663",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{feng-etal-2026-trust,
    title = "Trust Within? Seek Beyond? Knowledge Boundary Aware Policy Optimization for Agentic Search",
    author = "Feng, Tao  and
      Jiang, Xinke  and
      Hu, Xinyan  and
      Zhang, Yonggang  and
      Tao, Zhen  and
      Zhang, Wentao  and
      Liu, Boyang  and
      Jiang, Wenhao  and
      Wu, Chao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1276/",
    pages = "27664--27682",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-rpc,
    title = "{RPC}-Bench: A Fine-grained Benchmark for Research Paper Comprehension",
    author = "Chen, Yelin  and
      Zhang, Fanjin  and
      Sun, Suping  and
      Pang, Yunhe  and
      Wang, Yuanchun  and
      Song, Jian  and
      Li, XiaoYan  and
      Hou, Lei  and
      Zhao, Shu  and
      Tang, Jie  and
      Li, Juanzi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1277/",
    pages = "27683--27717",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-fusionflow,
    title = "{F}usion{F}low: Enabling Deep Structural Exploration for Automated Agentic Workflow Generation",
    author = "Wang, Xiang  and
      Yang, Zongtao  and
      Hong, Zhuojian  and
      Zhang, Shuhao  and
      Wei, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1278/",
    pages = "27718--27760",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-comptab,
    title = "{C}omp{T}ab: A Comprehensive Benchmark for Real-World {T}able{QA} with Complex Reasoning and Irregular Tables",
    author = "Yang, Zhen  and
      Du, Wei  and
      Wang, Jie  and
      Zhou, Wenze  and
      Meng, Xiangfeng  and
      Wang, Zhengyang  and
      Sun, Suping  and
      Du, Ziwei  and
      Zou, Haodong  and
      Chen, Jie  and
      Liu, Yongbin  and
      Tan, Shicheng  and
      Ying, Jiahao  and
      Zhao, Shu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1279/",
    pages = "27761--27774",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{bao-etal-2026-learning,
    title = "Learning More from Less: Exploiting Counterfactuals for Data-Efficient Chart Understanding",
    author = "Bao, Jianzhu  and
      Zhang, Haozhen  and
      Dong, Kuicai  and
      Wu, Bozhi  and
      Modi, Sarthak Ketanbhai  and
      Lim, Zi Pong  and
      Teo, Yon Shin  and
      Wang, Wenya",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1280/",
    pages = "27775--27797",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hu-etal-2026-video,
    title = "Video-{MMMU}: Evaluating Knowledge Acquisition from Multidisciplinary Professional Videos",
    author = "Hu, Kairui  and
      Wu, Penghao  and
      Pu, Fanyi  and
      Xiao, Wang  and
      Yue, Xiang  and
      Li, Bo  and
      Zhang, Yuanhan  and
      Liu, Ziwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1281/",
    pages = "27798--27828",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-semantically,
    title = "Semantically Comprehensive Token Pruning in {LVLM}s via Maximizing Concept Coverage",
    author = "Li, Xueting  and
      Liu, Qi  and
      Xu, Chenghao  and
      Yang, Xu  and
      Lyu, Guangtao  and
      Li, Jiahua  and
      Deng, Cheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1282/",
    pages = "27829--27846",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-optico,
    title = "{O}pti{C}o: Adaptive Distributed Training Optimization via Collaborative Agent Reasoning",
    author = "Chen, Sheng  and
      Zhe, Tang  and
      Zhang, Weixing  and
      Yang, Fei  and
      Wang, Yuanyuan.  and
      Li, Tianlin  and
      Liu, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1283/",
    pages = "27847--27867",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shen-etal-2026-membuilder,
    title = "{M}em{B}uilder: Reinforcing {LLM}s for Long-Term Memory Construction via Attributed Dense Rewards",
    author = "Shen, Zhiyu  and
      Wu, Ziming  and
      Lai, Fuming  and
      Lian, Shaobing  and
      Rao, Yanghui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1284/",
    pages = "27868--27887",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-towards,
    title = "Towards Fine-grained Audio Captioning with Multimodal Contextual Fusion",
    author = "Chen, Shunian  and
      Xie, Xinyuan  and
      Chen, Zheshu  and
      Lee, Owen  and
      Zhao, Liyan  and
      Su, Zhan  and
      Sun, Qilin  and
      Wang, Benyou",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1285/",
    pages = "27888--27913",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ye-etal-2026-probing,
    title = "Probing Semantic Alignment, Lexical Invariance, and Syntactic Influence in {LLM} Metaphor Processing",
    author = "Ye, Fengying  and
      Wang, Shanshan  and
      Chao, Lidia S.  and
      Wong, Derek F.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1286/",
    pages = "27914--27932",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shi-etal-2026-mathcanvas,
    title = "{M}ath{C}anvas: Intrinsic Visual Chain-of-Thought for Multimodal Mathematical Reasoning",
    author = "Shi, Weikang  and
      Yu, Aldrich  and
      Fang, Rongyao  and
      Ren, Houxing  and
      Wang, Ke  and
      Zhou, Aojun  and
      Tian, Changyao  and
      Fu, Xinyu  and
      Hu, Yuxuan  and
      Lu, Zimu  and
      Huang, Linjiang  and
      Liu, Si  and
      Liu, Rui  and
      Li, Hongsheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1287/",
    pages = "27933--27954",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-rethinking,
    title = "Rethinking the Role of Entropy in Optimizing Tool-Use Behaviors for Large Language Model Agents",
    author = "Li, Zeping  and
      Wang, Hongru  and
      Zhao, Yiwen  and
      Chen, Guanhua  and
      Li, Yixia  and
      Chen, Keyang  and
      Cao, Yixin  and
      Ye, Guangnan  and
      Chai, Hongfeng  and
      Yin, Zhenfei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1288/",
    pages = "27955--27967",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-collaboration,
    title = "Collaboration of Fusion and Independence: Hypercomplex-driven Robust Multi-Modal Knowledge Graph Completion",
    author = "Liu, Zhiqiang  and
      Zhang, Yichi  and
      Sun, Mengshu  and
      Liang, Lei  and
      Zhang, Wen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1289/",
    pages = "27968--27983",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lin-etal-2026-llm,
    title = "{LLM}-{MC}-Affect: {LLM}-Based {M}onte {C}arlo Modeling of Affective Trajectories and Latent Ambiguity for Interpersonal Dynamic Insight",
    author = "Lin, Yu-Zheng  and
      Shih, Bono Po-Jen  and
      Encinas, John Paul Martin  and
      Achom, Elizabeth Victoria  and
      Patel, Karan  and
      Pacheco, Jesus Horacio  and
      Shao, Sicong  and
      Dass, Jyotikrishna  and
      Salehi, Soheil  and
      Satam, Pratik",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1290/",
    pages = "27984--28000",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{quaremba-etal-2026-multilingual,
    title = "Multilingual and Cross-Lingual Citation Needed Detection on {W}ikipedia for Lower-Resource Languages",
    author = "Quaremba, Gerrit  and
      Rechkemmer, Amy  and
      Black, Elizabeth  and
      Vrande{\textbackslash}v{\{}c{\}}i{\textbackslash}'c, Denny  and
      Simperl, Elena",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1291/",
    pages = "28001--28021",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{pisano-navigli-2026-process,
    title = "Process Reward Models Meet Planning: Generating Precise and Scalable Datasets for Step-Level Rewards",
    author = "Pisano, Raffaele  and
      Navigli, Roberto",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1292/",
    pages = "28022--28042",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{qiang-etal-2026-unisonate,
    title = "{U}ni{S}onate: A Unified Model for Speech, Music, and Sound Effect Generation with Text Instructions",
    author = "Qiang, Chunyu  and
      Wang, Xiaopeng  and
      Yin, Kang  and
      Liang, Yuzhe  and
      Guo, Yuxin  and
      Ma, Teng  and
      Zhang, Ziyu  and
      Wang, Tianrui  and
      Gong, Cheng  and
      Chen, Yushen  and
      Fu, Ruibo  and
      Wang, Longbiao  and
      Dang, Jianwu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1293/",
    pages = "28043--28054",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lin-etal-2026-agentask,
    title = "{A}gent{A}sk: Multi-Agent Systems Need to Ask",
    author = "Lin, Bohan  and
      Yang, Kuo  and
      Tan, Zelin  and
      Lai, Yingchuan  and
      Zhang, Chen  and
      Zhang, Guibin  and
      Yu, Xinlei  and
      Yu, Miao  and
      Wang, Xu  and
      Zhang, Yudong  and
      Wang, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1294/",
    pages = "28055--28077",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shen-etal-2026-hopweaver,
    title = "{H}op{W}eaver: Cross-Document Synthesis of High-Quality and Authentic Multi-Hop Questions",
    author = "Shen, Zhiyu  and
      Liu, Jiyuan  and
      Pang, Yunhe  and
      Rao, Yanghui  and
      Wang, Fu Lee  and
      Yu, Jianxing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1295/",
    pages = "28078--28109",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{pan-etal-2026-rest,
    title = "{REST}: Stress Testing Large Reasoning Models by Asking Multiple Problems at Once",
    author = "Pan, Zhuoshi  and
      Pei, Qizhi  and
      Li, Yu  and
      Tang, Zinan  and
      Sun, QiYao  and
      Zhao, H. Vicky  and
      He, Conghui  and
      Wu, Lijun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1296/",
    pages = "28110--28140",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-second,
    title = "You Can Have a Second Chance: Unbiased and Multi-bit Watermarking for Diffusion Language Models with Regret-based Remasking",
    author = "Yang, Ke  and
      Liang, Dongyang  and
      Yu, Jing  and
      Yuan, Shuguang  and
      Chen, Chi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1297/",
    pages = "28141--28160",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gong-etal-2026-vcore,
    title = "{VCORE}: Variance-Controlled Optimization-based Reweighting for Chain-of-Thought Supervision",
    author = "Gong, Xuan  and
      Wang, Senmiao  and
      Huang, Hanbo  and
      Sun, Ruoyu  and
      Liang, Shiyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1298/",
    pages = "28161--28180",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sun-etal-2026-magnet,
    title = "{MAGNET}: Towards Adaptive {GUI} Agents with Memory-Driven Knowledge Evolution",
    author = "Sun, Libo  and
      Zhang, Jiwen  and
      Wang, Siyuan  and
      Wei, Zhongyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1299/",
    pages = "28181--28206",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-vln,
    title = "{VLN}-{MME}: Diagnosing {MLLM}s as Language-guided Visual Navigation Agents",
    author = "Zhao, Xunyi  and
      Zhou, Gengze  and
      Wu, Qi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1300/",
    pages = "28207--28231",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{qin-etal-2026-implicitmembench,
    title = "{I}mplicit{M}em{B}ench: Measuring Unconscious Behavioral Adaptation in Large Language Models",
    author = "Qin, Chonghan  and
      Feng, Xiachong  and
      Ma, Weitao  and
      Feng, Xiaocheng  and
      Kong, Lingpeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1301/",
    pages = "28232--28261",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lee-etal-2026-semantic,
    title = "Semantic Hardness Is Not Visual Hardness: Sign-Aware Hard Negative Mining for Sign Language Retrieval",
    author = "Lee, Junmyeong  and
      Hur, Chan  and
      Choi, ChangSu  and
      Cho, Sukmin  and
      Gaim, Fitsum  and
      Hwang, Eui Jun  and
      Song, Hoyun  and
      Lim, KyungTae",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1302/",
    pages = "28262--28277",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{peng-etal-2026-difference,
    title = "Difference in Task Performance on Sparse Speech Representations",
    author = "Peng, Wenjie  and
      Chen, Chen  and
      Hain, Thomas",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1303/",
    pages = "28278--28291",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{long-etal-2026-veriloglavd,
    title = "{V}erilog{LAVD}: {LLM}-Aided Pattern Generation for Verilog {CWE} Detection",
    author = "Long, Xiang  and
      Xia, Yingjie  and
      Kuang, Li  and
      Wan, Yao  and
      Liu, ZiHao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1304/",
    pages = "28292--28308",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-temporal,
    title = "Temporal Sampling for Forgotten Reasoning in {LLM}s",
    author = "Li, Yuetai  and
      Xu, Zhangchen  and
      Jiang, Fengqing  and
      Ramasubramanian, Bhaskar  and
      Niu, Luyao  and
      Lin, Bill Yuchen  and
      Yue, Xiang  and
      Poovendran, Radha",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1305/",
    pages = "28309--28327",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ma-etal-2026-conflict,
    title = "Conflict-Aware Memory for Embodied Agents: Enhancing Vector Data Quality via Detection Rules",
    author = "Ma, Kexin  and
      Wang, Haotian  and
      Chen, Shenglin  and
      Cai, Yishuai  and
      Huangyuyu  and
      Jin, Ruochun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1306/",
    pages = "28328--28347",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{moratelli-etal-2026-benchmarking,
    title = "Benchmarking Deflection and Hallucination in Large Vision-Language Models",
    author = "Moratelli, Nicholas  and
      Davis, Christopher  and
      Ribeiro, Leonardo F. R.  and
      Byrne, Bill  and
      Iglesias, Gonzalo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1307/",
    pages = "28348--28370",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{qi-etal-2026-stapo,
    title = "{STAPO}: Selective Trajectory-Aware Policy Optimization for {LLM} Agent Training",
    author = "Qi, Qiuyi  and
      Liang, Tian  and
      Bao, Mutian  and
      Zhang, Jinjian  and
      Liu, Dongnan  and
      Zhou, Wei  and
      Mo, Linjian  and
      Kong, Ming  and
      Liu, Jie  and
      Zhang, Feng  and
      Zhu, Qiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1308/",
    pages = "28371--28392",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tang-etal-2026-read,
    title = "Read As Human: Compressing Context via Parallelizable Close Reading and Skimming",
    author = "Tang, Jiwei  and
      Liu, Shilei  and
      Zhang, Zhicheng  and
      Lv, Qingsong  and
      Zhao, Runsong  and
      Lu, Tingwei  and
      Liu, Langming  and
      Chen, Haibin  and
      Yuan, Yujin  and
      Zheng, Hai-Tao  and
      Su, Wenbo  and
      Zheng, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1309/",
    pages = "28393--28406",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tang-etal-2026-oasis,
    title = "{OASIS}: Mitigating Harmful Fine-tuning Attacks on {LLM}s via Orthogonal and Adaptive Safety Alignment Strategy",
    author = "Tang, Jiayu  and
      Peng, Guowei  and
      Xie, Qiuhao  and
      Yang, Yuning  and
      Xie, Xiurui  and
      Liu, Guisong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1310/",
    pages = "28407--28421",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiang-etal-2026-koco,
    title = "{K}o{C}o-Bench: Can Large Language Models Leverage Domain Knowledge in Software Development?",
    author = "Jiang, Xue  and
      Li, Ge  and
      Qian, Jiaru  and
      Shi, Xianjie  and
      Li, Chenjie  and
      Zhu, Hao  and
      Wang, Ziyu  and
      Zhang, Jielun  and
      Zhao, Zeyu  and
      Zhang, Kechi  and
      Li, Jia  and
      Jiao, Wenpin  and
      Jin, Zhi  and
      Dong, Yihong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1311/",
    pages = "28422--28441",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fihey-etal-2026-enhancing,
    title = "Enhancing Two Steps Textual Anomaly Detection through Anisotropy Mitigation",
    author = "Fihey, Pierre  and
      Labeau, Matthieu  and
      Mozharovskyi, Pavlo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1312/",
    pages = "28442--28464",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-infiniteweb,
    title = "{I}nfinite{W}eb: Scalable Web Environment Synthesis for {GUI} Agent Training",
    author = "Zhang, Ziyun  and
      Wang, Zezhou  and
      Zhang, Xiaoyi  and
      Guo, Zongyu  and
      Li, Jiahao  and
      Li, Bin  and
      Lu, Yan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1313/",
    pages = "28465--28492",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{da-huang-etal-2026-magicbench,
    title = "{M}agic{B}ench: Diagnosing Visual Agency Loss and Semantic Dependency in Multimodal {LLM}s",
    author = "Da Huang, Tang  and
      Tang, Weidong  and
      Xu, Wen Qi  and
      Guo, Xianpeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1314/",
    pages = "28493--28511",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-bloom,
    title = "Bloom-Eval: A Hierarchical Evaluation Benchmark for Automatic Survey Generation Based on Bloom{'}s Taxonomy",
    author = "Zhang, Fei  and
      Zhao, Zhe  and
      Wen, HaiBin  and
      Wei, Tianshuo  and
      Zhang, Zaixi  and
      Yang, Chao  and
      Wei, Ye",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1315/",
    pages = "28512--28544",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-cultivating,
    title = "Cultivating Forensic Reasoning for Generalizable Multimodal Manipulation Detection",
    author = "Zhang, Yuchen  and
      Wang, Yaxiong  and
      Han, Kecheng  and
      Wu, Yujiao  and
      Wu, Lianwei  and
      Zhu, Li  and
      Zheng, Zhedong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1316/",
    pages = "28545--28560",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-fair,
    title = "Fair-{CCD}: Mitigating Bias in Large Language Models for Tabular Classification Through Context-Contrastive Decoding",
    author = "Liu, Donghan  and
      Sun, Han  and
      Wang, Zhaohui  and
      Li, Qin  and
      Zhang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1317/",
    pages = "28561--28575",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-dvi,
    title = "{DVI}-{DTM}: Dual-View Representation Learning for Interpretable Short Text Dynamic Topic Modeling",
    author = "Liu, Di  and
      Fang, Zheng  and
      Wu, Bin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1318/",
    pages = "28576--28593",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-genesisfunc,
    title = "{G}enesis{F}unc: Multi-Agent Data Generation for Accurate and Generalizable Function-Calling",
    author = "Xu, Hao-Xiang  and
      Deng, Chong  and
      Liu, Jiaqing  and
      Wang, Wen  and
      Chen, Qian  and
      Bao, Lujia  and
      Li, Xiangang  and
      Ling, Zhen-Hua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1319/",
    pages = "28594--28616",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{han-etal-2026-selective,
    title = "Selective Test-Time Debiasing for {CLIP} via Reward Gating",
    author = "Han, Jaeho  and
      Yang, Jisoo  and
      Woo, Hyeondong  and
      Jeon, Mingyu  and
      Yoon, Sunjae  and
      Kim, Junyeong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1320/",
    pages = "28617--28631",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-cure,
    title = "{CURE}: Critique-Driven Unified Reinforcement Learning for Test-Time Self-Improvement",
    author = "Chen, Guirong  and
      Ye, Shuqi  and
      Yang, Wenkai  and
      Shen, Shiqi  and
      Shen, Guangyao  and
      Lin, Yankai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1321/",
    pages = "28632--28653",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-lgsa,
    title = "{LGSA}: Label Geometry Structuring and Aligning for Hierarchical Text Classification",
    author = "Zhang, Shuai  and
      Xu, Weibo  and
      Nie, Jiahao  and
      Huang, Kecheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1322/",
    pages = "28654--28665",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shan-etal-2026-factverse,
    title = "{F}act{V}erse: A Benchmark for Factual Consistency in Interleaved Image{--}Text Generation",
    author = "Shan, Yubo  and
      Zhang, Kun  and
      Xu, Qiming  and
      Cao, Liping  and
      Cao, Yingying  and
      Zhang, Jian  and
      Wang, Yu  and
      Li, Jingyuan  and
      Wang, Yuanzhuo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1323/",
    pages = "28666--28689",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tang-etal-2026-gmsa,
    title = "{GMSA}: Enhancing Context Compression via Group Merging and Layer Semantic Alignment",
    author = "Tang, Jiwei  and
      Zhang, Zhicheng  and
      Wu, Shunlong  and
      Ye, Jingheng  and
      Bai, Lichen  and
      Wang, Zitai  and
      Lu, Tingwei  and
      Hai, Lin  and
      Zhao, Yiming  and
      Zheng, Hai-Tao  and
      Kim, Hong-Gee",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1324/",
    pages = "28690--28704",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{luthra-etal-2026-spidr,
    title = "{S}pid{R}-Adapt: A Universal Speech Representation Model for Few-Shot Adaptation",
    author = "Luthra, Mahi  and
      Shen, Jiayi  and
      Poli, Maxime  and
      Tandazo, Angelo Ortiz  and
      Higuchi, Yosuke  and
      Benchekroun, Youssef  and
      Gleize, Martin  and
      Saint-James, Charles-{\textbackslash}'Eric  and
      Lin, Dongyan  and
      Rust, Phillip  and
      Villar-Corrales, Angel  and
      Surya  and
      Stark, Vanessa  and
      Moritz, Rashel  and
      Pino, Juan  and
      LeCun, Yann  and
      Dupoux, Emmanuel",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1325/",
    pages = "28705--28728",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{noel-etal-2026-eiffel,
    title = "{EIFFEL}: a novel benchmark to measure bias of {E}nglish heavy training on {F}rench idiomatic expressions",
    author = "Noel, Charlotte  and
      Asher, Nicholas  and
      Gouvert, Olivier  and
      Benamara, Farah  and
      Hunter, Julie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1326/",
    pages = "28729--28747",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{luo-etal-2026-latent,
    title = "Latent Attention Denoising: A Training-Free Energy-Based Framework for Mitigating Hallucinations in Vision-Language Models",
    author = "Luo, Zhiwen  and
      Jiang, Siyu  and
      Jiang, Weilong  and
      He, Kun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1327/",
    pages = "28748--28777",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-knowing,
    title = "From Knowing to Teaching: Scaffolding Pedagogical Decisions for {LLM} Agent",
    author = "Wang, Yucheng  and
      Yang, Shen  and
      Yu, Jifan  and
      Li, Haoxuan  and
      Lim, Joy Jia Yin  and
      Zhang-Li, Daniel  and
      Liu, Huiqin  and
      Hou, Lei  and
      Li, Juanzi  and
      Xu, Bin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1328/",
    pages = "28778--28801",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hou-etal-2026-learn,
    title = "Learn Like Humans: Use Meta-cognitive Reflection for Efficient Self-Improvement",
    author = "Hou, Xinmeng  and
      Qu, Bohao  and
      Wang, Wuqi  and
      Gong, Peiliang  and
      Guo, Qing  and
      Liu, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1329/",
    pages = "28802--28824",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-think-faster,
    title = "Think Faster Than Words: Efficient {LLM} Chain-of-Thought Reasoning via Dynamic Shortcut Decoding",
    author = "Liu, Fan  and
      Wang, Yanhao  and
      Zhang, Min  and
      Chen, Zhikang  and
      Li, Zeyuan  and
      He, Lewei  and
      Pan, Jiahui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1330/",
    pages = "28825--28836",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-aea,
    title = "{AEA}: Adaptive Expert Allocation Improves Sentence Embeddings from Mixture-of-Experts {LLM}",
    author = "Yang, Shufan  and
      Cheng, Zifeng  and
      Jiang, Zhiwei  and
      Qi, Qingfeng  and
      Yin, Yafeng  and
      Wang, Cong  and
      Zhou, Ao  and
      Gu, Qing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1331/",
    pages = "28837--28851",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{piryani-etal-2026-high,
    title = "It{'}s High Time: A Survey of Temporal Question Answering",
    author = "Piryani, Bhawna  and
      Abdallah, Abdelrahman  and
      Mozafari, Jamshid  and
      Anand, Avishek  and
      Jatowt, Adam",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1332/",
    pages = "28852--28881",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cheng-etal-2026-sdar,
    title = "{SDAR}-{VL}: Stable and Efficient Block-wise Diffusion for Vision-Language Understanding",
    author = "Cheng, Shuang  and
      Jiang, Yuhua  and
      Zhou, Zineng  and
      Liu, Dawei  and
      Wang, Tao  and
      Zhang, Linfeng  and
      Qi, Biqing  and
      Zhou, Bowen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1333/",
    pages = "28882--28901",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lin-etal-2026-n,
    title = "N-{GLARE}: An Non-Generative Latent Representation-Efficient {LLM} Safety Evaluator",
    author = "Lin, Zheyu  and
      Yang, Jirui  and
      Qiu, Yukui  and
      Bao, Yubing  and
      Guo, Hengqi  and
      Guan, Yao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1334/",
    pages = "28902--28923",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-dont-act,
    title = "Don{'}t Act Blindly: Robust {GUI} Automation via Action-Effect Verification and Self-Correction",
    author = "Zhang, Yuzhe  and
      Xue, Xianwei  and
      Wu, Xingyong  and
      Chen, Mengke  and
      Liu, Chen  and
      He, Xinran  and
      Shao, Run  and
      Liu, Feiran  and
      Xu, Huanmin  and
      Pan, Qiutong  and
      Wang, Haiwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1335/",
    pages = "28924--28941",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{qi-etal-2026-beyond,
    title = "Beyond Static Persona Consistency: Dynamic Persona Coherence in {LLM} Role-Playing",
    author = "QI, Yirui  and
      Zhang, Xiaoming  and
      Zeng, Ruilin  and
      Liu, Mengyao  and
      Zhou, Ziyi  and
      Miao, Dezhuang  and
      Yan, Bingyu  and
      Guan, Zhenyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1336/",
    pages = "28942--28956",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yan-etal-2026-consensus,
    title = "What If Consensus Lies? Selective-Complementary Reinforcement Learning at Test Time",
    author = "Yan, Dong  and
      Liang, Jian  and
      Wang, Yanbo  and
      Lu, Shuo  and
      He, Ran  and
      Tan, Tieniu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1337/",
    pages = "28957--28970",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{han-etal-2026-exploring,
    title = "Exploring and Distilling Multi-Dimensional Clues for Interpretable Social Bot Detection",
    author = "Han, Yi  and
      Lu, Haiqi  and
      Liao, Lizi  and
      Zhou, Shuhan  and
      Liu, Yuanxing  and
      Zhang, Weinan  and
      Liu, Ting",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1338/",
    pages = "28971--28992",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ziheng-etal-2026-moral,
    title = "Why Are We Moral? An {LLM}-based Agent Simulation Approach to the Study of Moral Evolution",
    author = "Ziheng, Zhou  and
      Tang, Huacong  and
      Bi, Mingjie  and
      He, Wanying  and
      Sun, Fang  and
      Sun, Yizhou  and
      Wu, Ying Nian  and
      Terzopoulos, Demetri  and
      Kang, Yipeng  and
      Zhong, Fangwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1339/",
    pages = "28993--29046",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{osmelak-etal-2026-systematicity,
    title = "Systematicity between Forms and Meanings across Languages Supports Efficient Communication",
    author = "Osmelak, Doreen  and
      Xu, Yang  and
      Hahn, Michael  and
      McCurdy, Kate",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1340/",
    pages = "29047--29083",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-security,
    title = "On the (In-)Security of the Shuffling Defense in the Transformer Secure Inference",
    author = "Li, Zhengyi  and
      Wang, Yakai  and
      Leng, Jingwen  and
      Yang, Kang  and
      Yu, Yu  and
      Gui, Jiaping  and
      Feng, Yu  and
      Liu, Ning  and
      Guo, Minyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1341/",
    pages = "29084--29098",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-laco,
    title = "{L}a{C}o: Layer-wise Compensation for Pruned Large Language Models",
    author = "Liu, Yingen  and
      Wu, Fan  and
      Panxuyan  and
      Li, Ruihui  and
      Tang, Zhuo  and
      Li, Kenli",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1342/",
    pages = "29099--29113",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ke-etal-2026-qimeng,
    title = "{Q}i{M}eng-{PR}epair: Precise Code Repair via Edit-Aware Reward Optimization",
    author = "Ke, Changxin  and
      Zhang, Rui  and
      Guo, Jiaming  and
      Wen, Yuanbo  and
      Ding, Li  and
      Wang, Shuo  and
      Zhu, Xuyuan  and
      Peng, Xiong  and
      Huang, Di  and
      Du, Zidong  and
      Hu, Xing  and
      Guo, Qi  and
      Chen, Yunji",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1343/",
    pages = "29114--29129",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mor-lan-etal-2026-location,
    title = "Location Not Found: Exposing Implicit Local and Global Biases in Multilingual {LLM}s",
    author = "Mor-Lan, Guy  and
      Goldman, Omer  and
      Eyal, Matan  and
      Gilady, Adi Mayrav  and
      Eiger, Sivan  and
      Szpektor, Idan  and
      Hassidim, Avinatan  and
      Matias, Yossi  and
      Tsarfaty, Reut",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1344/",
    pages = "29130--29150",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-incorporating,
    title = "Incorporating Temporal Coherence to Cross-Document Event Coreference Resolution",
    author = "Chen, Xinyu  and
      Li, Peifeng  and
      Zhu, Qiaoming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1345/",
    pages = "29151--29168",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mahato-etal-2026-llms,
    title = "{LLM}s in Sarcasm Detection? It{'}s elementary! (Or is it?)",
    author = "Mahato, Priyanshu  and
      Mishra, Aniket Santosh  and
      Ghosh, Kripabandhu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1346/",
    pages = "29169--29199",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cheng-etal-2026-beyond,
    title = "Beyond Itinerary Planning{---}A Real-World Benchmark for Multi-Turn and Tool-Using Travel Tasks",
    author = "Cheng, Xiang  and
      Hu, Yulan  and
      Zhang, Xiangwen  and
      Xu, Lu  and
      Tan, Lide  and
      Pan, Zheng  and
      Li, Xin  and
      Liu, Yong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1347/",
    pages = "29200--29251",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lin-etal-2026-tlora,
    title = "{TL}o{RA}: Task-aware Low Rank Adaptation of Large Language Models",
    author = "Lin, Weicheng  and
      Zhang, Yi  and
      Dang, Jiawei  and
      Zhang, Liang-Jie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1348/",
    pages = "29252--29269",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-mars,
    title = "{MARS}-{RA}: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation",
    author = "Wang, Dawei  and
      Zhao, Di  and
      Liu, Xinyuan  and
      Ma, Marci Chi  and
      Liu, Xiaoyang  and
      Zhou, Chengming  and
      Ushaw, Gary  and
      Davison, Richard",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1349/",
    pages = "29270--29289",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-persona-e2,
    title = "Persona-E{\texttwosuperior}: A Human-Grounded Dataset for Personality-Shaped Emotional Responses to Textual Events",
    author = "Yang, Yuqin  and
      Zhou, Haowu  and
      Tu, Haoran  and
      Hui, Zhiwen  and
      Yan, Shiqi  and
      Li, HaoYang  and
      She, Dong  and
      Yao, Xianrong  and
      Gao, Yang  and
      Jin, Zhanpeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1350/",
    pages = "29290--29315",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{dong-etal-2026-interleaved,
    title = "Interleaved Latent Visual Reasoning with Selective Perceptual Modeling",
    author = "Dong, Shuai  and
      Wang, Siyuan  and
      Liu, Xingyu  and
      Li, Chenglin  and
      Hou, Haowen  and
      Wei, Zhongyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1351/",
    pages = "29316--29335",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-think,
    title = "Think before Go: Hierarchical Reasoning for Image-goal Navigation",
    author = "Li, Pengna  and
      Wu, Kangyi  and
      Xu, Shaoqing  and
      Li, Fang  and
      Zhao, Lin  and
      Chen, Long  and
      Yang, Zhi-Xin  and
      Zheng, Nanning",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1352/",
    pages = "29336--29357",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kim-etal-2026-llms,
    title = "{LLM}s as Knowledge Graph Refiners: Mitigating Factual Inconsistencies in Generative Knowledge Extraction",
    author = "Kim, Donghyun  and
      Yang, Hyeongjun  and
      Hwang, Seokju  and
      Lee, Kyong-Ho  and
      Lee, Chanhee",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1353/",
    pages = "29358--29378",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-silo,
    title = "{SILO}-{BENCH}: A Scalable Environment for Evaluating Distributed Coordination in Multi-Agent {LLM} Systems",
    author = "Zhang, Yuzhe  and
      Liu, Feiran  and
      Shan, Yi  and
      Huang, Xinyi  and
      Yang, Xin  and
      Zhu, Yueqi  and
      Cheng, Xuxin  and
      Liu, Cao  and
      Zeng, Ke  and
      Zhang, Terry Jingchen  and
      Jiang, Wenyuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1354/",
    pages = "29379--29398",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{si-etal-2026-mitigating,
    title = "Mitigating Structural Knowledge Collapse in Domain-Specific {LLM}s via Morpheme-Aware {KV}-Aggregation",
    author = "Si, Yuxuan  and
      Lv, Zheqi  and
      Zang, Chengxi  and
      Chen, Zhengyu  and
      Wu, Fei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1355/",
    pages = "29399--29413",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-zero,
    title = "Zero-shot Jianzi Recognition as Structured Visual Information Extraction in Open Compositional Symbolic Systems",
    author = "Li, Zehan  and
      Zhang, Fu  and
      Liu, Zhijun  and
      Cheng, Jingwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1356/",
    pages = "29414--29429",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{schuster-etal-2026-whose,
    title = "Whose Facts Win? {LLM} Source Preferences under Knowledge Conflicts",
    author = "Schuster, Jakob  and
      Gautam, Vagrant  and
      Markert, Katja",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1357/",
    pages = "29430--29459",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lin-etal-2026-clarity,
    title = "{CLAR}ity: Reasoning Consistency Alone Can Teach Reinforced Experts",
    author = "Lin, Jiuheng  and
      Jiang, Cong  and
      Wu, Zirui  and
      Sun, Jiarui  and
      Feng, Yansong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1358/",
    pages = "29460--29480",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mao-etal-2026-egss,
    title = "{EGSS}: Entropy-guided Stepwise Scaling for Reliable Software Engineering",
    author = "Mao, Chenhui  and
      Lei, Yuanting  and
      Wei, Zhixiang  and
      Liang, Ming  and
      Wang, Zhixiang  and
      Xu, Jingxuan  and
      Chen, Dajun  and
      Jiang, Wei  and
      Li, Yong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1359/",
    pages = "29481--29499",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{luo-etal-2026-detecting,
    title = "Detecting What Queries Seek: Steering {LLM} Safety with {FFN} Output Activation Monitoring",
    author = "Luo, Xiaohao  and
      Wei, Ying  and
      Zhao, Rui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1360/",
    pages = "29500--29514",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-temporal,
    title = "Temporal Evidence Chain for Temporal Knowledge Graph Question Answering with Large Language Models",
    author = "Liu, Shihao  and
      Zhou, Xiaofei  and
      Wang, Bo  and
      Zhang, Geyuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1361/",
    pages = "29515--29529",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chun-xue-2026-modal,
    title = "Modal Dependency Parsing as Structured Prediction over Source-Cue Scope",
    author = "Chun, Jayeol  and
      Xue, Nianwen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1362/",
    pages = "29530--29540",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-deft,
    title = "{DEFT}: Demystifying {VLN} Failures via a Unified Dual-View Explainability Framework for {LLM}-based Agents",
    author = "Wang, Yawen  and
      Dai, Yihan  and
      Chen, Jianming  and
      Wang, Junjie  and
      Wang, Qing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1363/",
    pages = "29541--29560",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-glier,
    title = "{GLIER}: Generative Legal Inference and Evidence Ranking for Legal Case Retrieval",
    author = "Li, Minghan  and
      Lv, Tianrui  and
      Zhang, Chao  and
      Zhou, Guodong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1364/",
    pages = "29561--29572",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cocchieri-etal-2026-llms,
    title = "{LLM}s (Almost) Never Abstain Under Medical Uncertainty",
    author = "Cocchieri, Alessio  and
      Ragazzi, Luca  and
      Tagliavini, Giuseppe  and
      Moro, Gianluca",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1365/",
    pages = "29573--29613",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{rei-etal-2026-tower,
    title = "{TOWER}+: Bridging Generality and Translation Specialization in Multilingual {LLM}s",
    author = "Rei, Ricardo  and
      Guerreiro, Nuno M  and
      Pombal, Jos{\textbackslash}'e  and
      Alves, Jo{\textbackslash}{\textasciitilde}ao  and
      Farajian, Amin  and
      Teixeirinha, Pedro  and
      Martins, Andre",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1366/",
    pages = "29614--29635",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yuan-etal-2026-culture,
    title = "Culture-Aware Machine Translation in Large Language Models: Benchmarking and Investigation",
    author = "Yuan, Zekun  and
      Ye, Yangfan  and
      Feng, Xiaocheng  and
      Li, Baohang  and
      Hong, Qichen  and
      Lu, Yunfei  and
      Tu, Dandan  and
      Qin, Bing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1367/",
    pages = "29636--29661",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shuai-etal-2026-learning,
    title = "Learning from Near-Misses: Error-Aware Contrastive Few-Shot Learning for {NL}2{F}ormula",
    author = "Shuai, Zhihao  and
      Chen, Yiyun  and
      Ma, Maolin  and
      Chen, Yutong  and
      Qiu, Hanjia  and
      Xu, Jing  and
      Chen, Ziye  and
      Yang, Weikai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1368/",
    pages = "29662--29676",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhouxuwen-etal-2026-calibrated,
    title = "Calibrated Speculative Decoding: Frequency-Guided Candidate Selection for Efficient Inference",
    author = "Zhouxuwen  and
      Liu, Fangxin  and
      Wang, Chao  and
      Zheng, Xiao  and
      Zheng, Hao  and
      He, Min  and
      Jiang, Li  and
      Guan, Haibing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1369/",
    pages = "29677--29688",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xueyun-etal-2026-learning,
    title = "Learning from Mistakes: Negative Reasoning Samples Enhance Out-of-Domain Generalization",
    author = "Xueyun, Tian  and
      Ma, MingHua  and
      Xu, Bingbing  and
      Lyu, Nuoyan  and
      Li, Wei  and
      Dong, Heng  and
      Chu, Zheng  and
      Wang, Yuanzhuo  and
      Shen, Huawei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1370/",
    pages = "29689--29711",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-longtutor,
    title = "{L}ong{T}utor: Benchmarking Large Language Models for Long-term Personalized Tutoring",
    author = "Li, Ning  and
      Zhang, Zheng  and
      Huang, Zhenya  and
      Li, Rui  and
      Zhan, Yi  and
      Luo, Yinbo  and
      Liu, Qi  and
      Chen, Enhong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1371/",
    pages = "29712--29737",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lu-etal-2026-hichunk,
    title = "{H}i{C}hunk: Evaluating and Enhancing Retrieval Augmented Generation with Hierarchical Chunking",
    author = "Lu, Wensheng  and
      Chen, Keyu  and
      Shen, Zhifeng  and
      Qiao, Ruizhi  and
      Sun, Xing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1372/",
    pages = "29738--29753",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tatariya-etal-2026-good,
    title = "How Good is Your {W}ikipedia? Auditing Data Quality for Low-resource and Multilingual {NLP}",
    author = "Tatariya, Kushal  and
      Kulmizev, Artur  and
      Poelman, Wessel  and
      Ploeger, Esther  and
      Bollmann, Marcel  and
      Bjerva, Johannes  and
      Luo, Jiaming  and
      Lent, Heather  and
      de Lhoneux, Miryam",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1373/",
    pages = "29754--29774",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-understanding,
    title = "Understanding and Mitigating Political Stance Cross-topic Generalization in Large Language Models",
    author = "Zhang, Jiayi  and
      Yang, Shu  and
      Wu, Junchao  and
      Wong, Derek F.  and
      Wang, Di",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1374/",
    pages = "29775--29797",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-mpr,
    title = "{MPR}-{GUI}: Benchmarking and Enhancing Multilingual Perception and Reasoning in {GUI} Agents",
    author = "Chen, Ruihan  and
      Li, Qiming  and
      Feng, Xiaocheng  and
      Zhong, Weihong  and
      Yang, Xiaoliang  and
      Gu, Yuxuan  and
      Zhou, Zekun  and
      Lu, Yunfei  and
      Ren, Haoyu  and
      Chen, Kun  and
      Tu, Dandan  and
      Qin, Bing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1375/",
    pages = "29798--29832",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{pan-etal-2026-coverrl,
    title = "{C}o{V}er{RL}: Breaking the Consensus Trap in Label-Free Reasoning via Generator-Verifier Co-Evolution",
    author = "Pan, Teng  and
      Yan, Yuchen  and
      Wang, Zixuan  and
      Zhang, Ruiqing  and
      Hou, Guiyang  and
      Zhang, Wenqi  and
      Lu, Weiming  and
      Xiao, Jun  and
      Shen, Yongliang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1376/",
    pages = "29833--29853",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ostermann-etal-2026-weights,
    title = "From Weights to Activations: Is Steering the Next Frontier of Adaptation?",
    author = "Ostermann, Simon  and
      Gurgurov, Daniil  and
      Baeumel, Tanja  and
      Hedderich, Michael A.  and
      Lapuschkin, Sebastian  and
      Samek, Wojciech  and
      Schmitt, Vera",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1377/",
    pages = "29854--29879",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gao-etal-2026-llms,
    title = "Can {LLM}s Act as Historians? Evaluating Historical Research Capabilities of {LLM}s via the {C}hinese Imperial Examination",
    author = "Gao, Lirong  and
      Wang, Zeqing  and
      Cai, Yuyan  and
      Deng, Jiayi  and
      Gu, Yanmei  and
      Zhang, Yiming  and
      Zhou, Jia  and
      Zhang, Yanfei  and
      Zhao, Junbo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1378/",
    pages = "29880--29911",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-less,
    title = "Less Languages, Less Tokens: An Efficient Unified Logic Cross-lingual Chain-of-Thought Reasoning Framework",
    author = "Zhang, Chenyuan  and
      Chen, Qiguang  and
      Chen, Xie  and
      Tian, Zhuotao  and
      Xing, Bowen  and
      Zhang, Meishan  and
      Qin, Libo  and
      Hu, Baotian  and
      Zhang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1379/",
    pages = "29912--29929",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{roh-etal-2026-embracing,
    title = "Embracing Anisotropy: Turning Massive Activations into Interpretable Control Knobs for Large Language Models",
    author = "Roh, Youngji  and
      Cho, Hyunjin  and
      Kim, Jaehyung",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1380/",
    pages = "29930--29956",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-language,
    title = "From Language to Driving: A Dual-Loop {SLM}-Enhanced Framework for Multi-Planner Scheduling via a Domain-Specific Language",
    author = "Liu, Jiawei  and
      Gong, Xun  and
      Yang, Muli  and
      Yu, Xingrui  and
      Fang, Fen  and
      Yang, Xulei  and
      Tsang, Ivor  and
      hu, Yunfeng  and
      Chen, Hong  and
      Guo, Qing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1381/",
    pages = "29957--29973",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{bai-etal-2026-one,
    title = "One Cognitive Loop Is Enough: {SODA} unlocks Pure-Text Spatial Reasoning in Large Language Models",
    author = "Bai, Shunwen  and
      Zhang, Jiahuan  and
      Huang, Haoran  and
      Wang, Yurun  and
      Liu, Jiale  and
      Wu, Yanxi  and
      Yu, Ningzhe  and
      Gao, Yudong  and
      Cheng, Mingjun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1382/",
    pages = "29974--29996",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-compatibility,
    title = "Compatibility-Aware Dynamic Fine-Tuning for Large Language Models",
    author = "Zhou, Yucheng  and
      Sheng, Junwei  and
      Wang, Qianning  and
      Shen, Jianbing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1383/",
    pages = "29997--30008",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-spectral,
    title = "Spectral Characterization and Mitigation of Sequential Knowledge Editing Collapse",
    author = "Zhang, Chi  and
      Zhang, Mengqi  and
      Ye, Xiaotian  and
      Cheng, Runxi  and
      Zhou, Zisheng  and
      Zhou, Ying  and
      Ren, Pengjie  and
      Chen, Zhumin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1384/",
    pages = "30009--30032",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{naim-etal-2026-ssa,
    title = "{SSA}: Improving Performance With a Better Scoring Function",
    author = "Naim, Omar  and
      Bhar, Swarnadeep  and
      Bolte, Jerome  and
      Asher, Nicholas",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1385/",
    pages = "30033--30051",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-think-better,
    title = "Think Better, Not Longer: Token-Level Marginal Utility for Efficient Reasoning in Large Reasoning Models",
    author = "Li, Jiawei  and
      Gao, Yang  and
      Sun, Huashan  and
      Feng, Chong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1386/",
    pages = "30052--30063",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-agentslimming,
    title = "{A}gent{S}limming: Towards Efficient and Cost-Aware Multi-Agent Systems",
    author = "Chen, Yulang  and
      Peng, Haoxuan  and
      Liu, Jinyan  and
      Wen, Zichen  and
      Liu, Dongrui  and
      Zhang, Linfeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1387/",
    pages = "30064--30086",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ling-etal-2026-reusable,
    title = "Reusable Experiences: Latent Routing and Modular Composition in {LLM}s",
    author = "Ling, Shuai  and
      Liao, Lizi  and
      Jiang, Dongmei  and
      Guan, Weili",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1388/",
    pages = "30087--30100",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{boldt-mortensen-2026-communicating,
    title = "Communicating in Emergent Language with an Induced Morphological Phrasebook",
    author = "Boldt, Brendon  and
      Mortensen, David R.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1389/",
    pages = "30101--30121",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-controllable,
    title = "Controllable Contamination Detection for Reliable {LLM} Evaluation with Statistical Guarantees",
    author = "Zhang, Zheng  and
      Liu, Qi  and
      Liang, Siyuan  and
      Li, Ning  and
      Hu, Zirui  and
      Gao, Weibo  and
      Li, Rui  and
      Huang, Zhenya  and
      Rutkowski, Leszek  and
      Yu, Baosheng  and
      Tao, Dacheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1390/",
    pages = "30122--30143",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-1000000,
    title = "From 1,000,000 Users to Every User: Scaling Up Personalized Preference for User-level Alignment",
    author = "Li, Jia-Nan  and
      Guan, Jian  and
      Wu, Songhao  and
      Wu, Wei  and
      Yan, Rui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1391/",
    pages = "30144--30168",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhu-etal-2026-beyond,
    title = "Beyond Atomic Characters: Glyph-Aware Sub-character Alignment for Low-Resource Multilingual {OCR}",
    author = "Zhu, Mengxiao  and
      Chen, Haixu  and
      Sha, Jiu  and
      Liu, Jie  and
      Shi, Ge",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1392/",
    pages = "30169--30185",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xue-etal-2026-supervised,
    title = "Why Supervised Fine-Tuning Fails to Learn: A Systematic Study of Incomplete Learning in Large Language Models",
    author = "Xue, Chao  and
      Wang, Yao  and
      Liu, Mengqiao  and
      Liang, Di  and
      Han, Xingsheng  and
      Liu, Peiyang  and
      Wu, Xianjie  and
      Lu, Chenyao  and
      Jiang, Lei  and
      Lu, Yu  and
      Shi, Haibo  and
      Liang, Shuang  and
      Peng, Minlong  and
      Salim, Flora D.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1393/",
    pages = "30186--30213",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-knowme,
    title = "{K}now{M}e-Bench: Benchmarking Person Understanding for Lifelong Digital Companions",
    author = "Wu, Tingyu  and
      Chen, Zhisheng  and
      Weng, Ziyan  and
      Wang, Shuhe  and
      Zhang, Shuo  and
      Hu, Sen  and
      Wu, Silin  and
      Lan, Qizhen  and
      Wang, Huacan  and
      Chen, Ronghao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1394/",
    pages = "30214--30238",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ravenda-etal-2026-personalitydbench,
    title = "{P}ersonality{DB}ench: A Dataset for Personality Disorders - from Modeling to Controlled Generation",
    author = "Ravenda, Federico  and
      Bahrainian, Seyed Ali  and
      Montagnani, Daniele  and
      Mira, Antonietta  and
      Raballo, Andrea",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1395/",
    pages = "30239--30259",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gao-etal-2026-towards,
    title = "Towards Interpretable Tabular Reasoning: Enhancing {LLM} Reasoning on Tabular Data with Pre-Constructed Logic Graph",
    author = "Gao, Lirong  and
      Yu, Zewei  and
      Yin, Zhongrui  and
      Zhang, Qi  and
      Zhu, Yuke  and
      Zheng, Bo  and
      Wang, Haobo  and
      Zhao, Junbo  and
      Chen, Gang  and
      Guo, Sheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1396/",
    pages = "30260--30280",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-beyond-explicit,
    title = "Beyond Explicit Refusals: Soft-Failure Attacks on Retrieval-Augmented Generation",
    author = "Zhang, Wentao  and
      Zhuang, Yan  and
      Zheng, ZhuHang  and
      Zhang, Mingfei  and
      Deng, Jiawen  and
      Ren, Fuji",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1397/",
    pages = "30281--30302",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-compressing,
    title = "Compressing {LLM} Knowledge into Graph Representations for Text-attributed Graphs Learning",
    author = "Chen, Runhuai  and
      Shen, Dian  and
      Zhang, Dandan  and
      Huang, Kaihong  and
      Meng, Linghui  and
      Wang, Beilun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1398/",
    pages = "30303--30318",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-end,
    title = "End-to-End Optimization of {LLM}-Driven Multi-Agent Search Systems via Heterogeneous-Group-Based Reinforcement Learning",
    author = "Chen, Guanzhong  and
      Yang, Shaoxiong  and
      Li, Chao  and
      Liu, Wei  and
      Luan, Jian  and
      Xu, Zenglin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1399/",
    pages = "30319--30338",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ye-etal-2026-translation,
    title = "Translation with Thought: Difficulty-Adaptive Reasoning via Reinforcement Learning for Multi-Domain Machine Translation",
    author = "Ye, Yongshi  and
      Fu, Biao  and
      Huang, Chongxuan  and
      Chen, Yidong  and
      Shi, Xiaodong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1400/",
    pages = "30339--30370",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiang-etal-2026-segment,
    title = "Segment, Embed, and Align: A Universal Recipe for Aligning Subtitles to Signing",
    author = "Jiang, Zifan  and
      Jang, Youngjoon  and
      Momeni, Liliane  and
      Varol, G{\textbackslash}{''}ul  and
      Ebling, Sarah  and
      Zisserman, Andrew",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1401/",
    pages = "30371--30384",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{minegishi-etal-2026-understanding,
    title = "Understanding Emergent Misalignment via Feature Superposition Geometry",
    author = "Minegishi, Gouki  and
      Furuta, Hiroki  and
      Kojima, Takeshi  and
      Iwasawa, Yusuke  and
      Matsuo, Yutaka",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1402/",
    pages = "30385--30414",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-mavencoder,
    title = "{M}aven{C}oder: Competitive Code Generation via Model Adaptive Planning Strategies and Multi-Perspective Verification Enhancement",
    author = "Xu, ZhenChun  and
      Cai, Yi  and
      Zheng, Dajun  and
      Yuan, li  and
      Zhao, Mengchen  and
      Wang, Qixiang  and
      Wang, Jiexin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1403/",
    pages = "30415--30439",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{guan-etal-2026-evidence,
    title = "Evidence-Augmented Policy Optimization with Reward Co-Evolution for Long-Context Reasoning",
    author = "Guan, Xin  and
      Li, Zijian  and
      Huang, Shen  and
      Xie, Pengjun  and
      Zhou, Jingren  and
      Cao, Jiuxin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1404/",
    pages = "30440--30454",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lian-etal-2026-generating,
    title = "Generating Attribution Reports for Manipulated Facial Images: A Dataset and Baseline",
    author = "Lian, Jingchun  and
      Liu, Lingyu  and
      Wang, Yaxiong  and
      Wu, Yujiao  and
      Wu, Lianwei  and
      Zhu, Li  and
      Zheng, Zhedong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1405/",
    pages = "30455--30473",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-optimizing,
    title = "Optimizing {RAG} Rerankers with {LLM} Feedback via Reinforcement Learning",
    author = "Wu, Yuhang  and
      Shen, Xiangqing  and
      Wang, Fanfan  and
      Zhou, Cangqi  and
      Wu, Zhen  and
      Dai, Xinyu  and
      Xia, Rui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1406/",
    pages = "30474--30490",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{pan-etal-2026-explainable,
    title = "Explainable and Fine-Grained Safeguarding of {LLM} Multi-Agent Systems via Bi-Level Graph Anomaly Detection",
    author = "Pan, Junjun  and
      Liu, Yixin  and
      Miao, Rui  and
      Ding, Kaize  and
      Zheng, Yu  and
      Nguyen, Quoc Viet Hung  and
      Liew, Alan Wee-Chung  and
      Pan, Shirui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1407/",
    pages = "30491--30506",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-understanding,
    title = "Understanding and Mitigating Bias Inheritance in {LLM}-based Data Augmentation on Downstream Tasks",
    author = "Li, Miaomiao  and
      Chen, Hao  and
      Wang, Yang  and
      Zhu, Tingyuan  and
      Zhang, Weijia  and
      Zhu, Kaijie  and
      Wong, Kam-Fai  and
      Wang, Jindong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1408/",
    pages = "30507--30533",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yi-etal-2026-beyond,
    title = "Beyond the Panorama: Training-Free Hierarchical Perception-Reasoning for Fine-Grained Vision in {MLLM}s",
    author = "Yi, Xiaoyang  and
      Chen, Jing  and
      Peng, Li  and
      Bao, Yuru  and
      Zhang, Jian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1409/",
    pages = "30534--30549",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hu-etal-2026-judge,
    title = "To Judge or Not to Judge: Can Large Language Models Leverage the Dispute Focus in Legal Judgment?",
    author = "Hu, Luoming  and
      Yang, Liang  and
      Zeng, Jingjie  and
      Xing, Zijie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1410/",
    pages = "30550--30571",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-cpr,
    title = "{CPR}-{RAG}: Clinical Prior-Regularized Retrieval for Anatomy-Aware 3{D} {CT} Report Generation",
    author = "Yang, Sungkyu  and
      Kim, Kang-Min  and
      Kim, Mansu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1411/",
    pages = "30572--30587",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-evaluating-answer,
    title = "Evaluating Answer Leakage Robustness of {LLM} Tutors against Adversarial Student Attacks",
    author = "Zhao, Jin  and
      Kne{\textbackslash}v{\{}z{\}}evi{\textbackslash}'c, Marta  and
      K{\textbackslash}{''}aser, Tanja",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1412/",
    pages = "30588--30617",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lin-zeldes-2026-expect,
    title = "Expect the Unexpected? Testing the Surprisal of Salient Entities",
    author = "Lin, Jessica  and
      Zeldes, Amir",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1413/",
    pages = "30618--30629",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jin-etal-2026-arggenbench,
    title = "{A}rg{G}en{B}ench: Benchmarking the Complex Controlled Argument Generation Capability of Large Language Models",
    author = "Jin, Bojun  and
      Bao, Jianzhu  and
      Sun, Yang  and
      Zhang, Yice  and
      Xu, Ruifeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1414/",
    pages = "30630--30662",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{v-s-tef-anik-etal-2026-language,
    title = "Language Models Learn Universal Representations of Numbers and Here{'}s Why You Should Care",
    author = "{\textbackslash}v{\{}S{\}}tef{\textbackslash}'anik, Michal  and
      Mickus, Timothee  and
      Kadl{\textbackslash}v{\{}c{\}}{\{}{\textbackslash}'{\textbackslash}i{\}}k, Marek  and
      H{\{}{\textbackslash}o{\}}jer, Bertram  and
      Spiegel, Michal  and
      V{\textbackslash}'azquez, Ra{\textbackslash}'ul  and
      Sinha, Aman  and
      Kucha{\textbackslash}v{\{}r{\}}, Josef  and
      Mondorf, Philipp  and
      Stenetorp, Pontus",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1415/",
    pages = "30663--30681",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{onyame-etal-2026-cure,
    title = "{CURE}-{M}ed: Curriculum-Informed Reinforcement Learning for Multilingual Medical Reasoning",
    author = "Onyame, Eric  and
      Ghosh, Akash  and
      Baidya, Subhadip  and
      Saha, Sriparna  and
      Chen, Xiuying  and
      Agarwal, Chirag",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1416/",
    pages = "30682--30703",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lu-etal-2026-inverting,
    title = "Inverting the Shield: Systematically Generating Safety Tests from Policy Specifications",
    author = "Lu, Xiaoyue  and
      Yang, Xianglin  and
      Liu, Haijun  and
      Liu, Jiahao  and
      Cai, Kuntai  and
      Xiao, Yan  and
      Dong, Jin Song",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1417/",
    pages = "30704--30731",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-healing,
    title = "{HEAL}ing Entropy Collapse: Enhancing Exploration in Few-Shot {RLVR} via Hybrid-Domain Entropy Dynamics Alignment",
    author = "Liu, Zhanyu  and
      Hu, Qingguo  and
      Wang, Ante  and
      Liu, Chenqing  and
      Xiang, Zhishang  and
      Li, Hui  and
      Qiu, Delai  and
      Su, Jinsong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1418/",
    pages = "30732--30748",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{singh-hakkani-t-ur-2026-llms,
    title = "Do {LLM}s Encode Functional Importance of Reasoning Tokens ?",
    author = "Singh, Janvijay  and
      Hakkani-T{\textbackslash}{''}ur, Dilek",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1419/",
    pages = "30749--30773",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{nan-etal-2026-ea,
    title = "{EA}-Agent: A Structured Multi-Step Reasoning Agent for Entity Alignment",
    author = "Nan, Yixuan  and
      Lin, Xixun  and
      Shang, Yanmin  and
      Zhang, Ge  and
      Fang, Zheng  and
      Fang, Fang  and
      Cao, Yanan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1420/",
    pages = "30774--30787",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shah-etal-2026-nice,
    title = "Too Nice to Tell the Truth: Quantifying Agreeableness-Driven Sycophancy in Role-Playing Language Models",
    author = "Shah, Arya  and
      Mishra, Deepali  and
      Silpasuwanchai, Chaklam",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1421/",
    pages = "30788--30801",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gu-etal-2026-mobile,
    title = "Mobile-R1: Towards Interactive Capability for {VLM}-Based Mobile Agent via Systematic Training",
    author = "Gu, Jihao  and
      Ai, Qihang  and
      Wang, Yingyao  and
      Bu, Pi  and
      Xing, Jingxuan  and
      Cao, Yue  and
      Zhu, Zekun  and
      Jiang, Wei  and
      Wang, Ziming  and
      Zhao, Yingxiu  and
      Zhang, Ming-Liang  and
      Song, Jun  and
      Jiang, Yuning  and
      Zheng, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1422/",
    pages = "30802--30820",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{qu-etal-2026-quantumqa,
    title = "{Q}uantum{QA}: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning",
    author = "Qu, Songxin  and
      Sun, Tai-Ping  and
      Wang, Yun-Jie  and
      Liu, Huan-Yu  and
      Xue, Cheng  and
      Xu, Xiao-Fan  and
      Fang, Han  and
      Yang, Yang  and
      Wu, Yu-Chun  and
      Guo, Guo-Ping  and
      Chen, Zhao-Yun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1423/",
    pages = "30821--30845",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{he-etal-2026-knowledge,
    title = "The ``Knowledge{--}Behavior Gap'' in Cultural Taboo Safety of Large Language Models",
    author = "He, Ying  and
      Jiang, Sihang  and
      Chen, Xingzhou  and
      Gu, Zhouhong  and
      Gu, Yiwei  and
      HE, Minggui  and
      Tao, Shimin  and
      Mahongxia  and
      Xiao, Yanghua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1424/",
    pages = "30846--30866",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{han-etal-2026-oscbench,
    title = "{OSCB}ench: Benchmarking Object State Change in Text-to-Video Generation",
    author = "Han, Xianjing  and
      Zhu, Bin  and
      Hu, Shiqi  and
      Li, Franklin Mingzhe  and
      Carrington, Patrick  and
      Zimmermann, Roger  and
      Chen, Jingjing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1425/",
    pages = "30867--30884",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{seeberger-etal-2026-evaluation,
    title = "Evaluation Pitfalls and Challenges in Multimedia Event Extraction",
    author = "Seeberger, Philipp  and
      Freisinger, Steffen  and
      Bocklet, Tobias  and
      Riedhammer, Korbinian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1426/",
    pages = "30885--30900",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yi-etal-2026-umpire,
    title = "{UMPIRE}: Unveiling {LLM}-generated Posts via Redundant Expressions",
    author = "Yi, Xiaoquan  and
      Wu, Haixing  and
      Wang, Haozhao  and
      Li, Yichen  and
      Li, Yuhua  and
      Zhang, Rui  and
      Li, Ruixuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1427/",
    pages = "30901--30913",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-speechmedassist,
    title = "{S}peech{M}ed{A}ssist: Efficiently and Effectively Adapting Speech Language Models for Medical Consultation",
    author = "Chen, Sirry  and
      Wang, Jieyi  and
      Chen, Wei  and
      Wei, Zhongyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1428/",
    pages = "30914--30935",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-experimental,
    title = "An Experimental Study on the Influence of Culture on Cross-Lingual Sentiment Transfer",
    author = "Liu, Ahao  and
      Yang, Haitong  and
      Chuanrong, Wang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1429/",
    pages = "30936--30955",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{schreieder-etal-2026-attribution,
    title = "Attribution, Citation, and Quotation: A Survey of Evidence-based Text Generation with Large Language Models",
    author = "Schreieder, Tobias  and
      Schopf, Tim  and
      F{\textbackslash}{''}arber, Michael",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1430/",
    pages = "30956--31000",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-mirrorcaptcha,
    title = "{M}irror{CAPTCHA}: Wild {CAPTCHA}, Wild Distribution, Wild Web-based Platform Meet Multimodal {LLM} Agents",
    author = "Wu, Xiangyu  and
      Hu, Yuwei  and
      Cui, Tianyu  and
      Tian, Yueying  and
      Chen, Qing-Guo  and
      Xu, Zhao  and
      Luo, Weihua  and
      Zhang, Kaifu  and
      Yang, Yang  and
      Lu, Jianfeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1431/",
    pages = "31001--31017",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hao-etal-2026-recreate,
    title = "{R}e{C}reate: Reasoning and Creating Domain Agents Driven by Experience",
    author = "Hao, Zhezheng  and
      Wang, Hong  and
      Luo, Jian  and
      Zhang, Jianqing  and
      Zhou, Yuyan  and
      Lin, Qiang  and
      Wang, Can  and
      Dong, Hande  and
      Chen, Jiawei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1432/",
    pages = "31018--31046",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{modzelewski-etal-2026-ai,
    title = "Can {AI}-Generated Persuasion Be Detected? Persuaficial Benchmark and {AI} vs. Human Linguistic Differences",
    author = "Modzelewski, Arkadiusz  and
      Golik, Pawe{\{}{\textbackslash}l{\}}  and
      Ko{\{}{\textbackslash}l{\}}os, Anna  and
      Martino, Giovanni Da San",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1433/",
    pages = "31047--31072",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ding-etal-2026-gase,
    title = "{GASE}: Graph-Aware Semantic Embedding Learning with Frozen {LLM}s for Text-Attributed Graphs",
    author = "Ding, Mingqian  and
      Li, Jianjun  and
      Yang, Wenqi  and
      Zhang, Zhibo  and
      Fang, Yushen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1434/",
    pages = "31073--31086",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{radevski-etal-2026-compositional,
    title = "Compositional Steering of Large Language Models with Steering Tokens",
    author = "Radevski, Gorjan  and
      Gashteovski, Kiril  and
      Hong, Giwon  and
      Lawrence, Carolin  and
      Glava{\textbackslash}v{\{}s{\}}, Goran",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1435/",
    pages = "31087--31104",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hao-etal-2026-rethinking,
    title = "Rethinking Entropy Interventions in {RLVR}: An Entropy Change Perspective",
    author = "Hao, Zhezheng  and
      Wang, Hong  and
      Liu, Haoyang  and
      Luo, Jian  and
      Yu, Jiarui  and
      Dong, Hande  and
      Lin, Qiang  and
      Wang, Can  and
      Chen, Jiawei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1436/",
    pages = "31105--31133",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wastl-etal-2026-swissgov,
    title = "{S}wiss{G}ov-{RSD}: A Human-annotated, Cross-lingual Benchmark for Token-level Recognition of Semantic Differences Between Related Documents",
    author = "Wastl, Michelle  and
      Vamvas, Jannis  and
      Sennrich, Rico",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1437/",
    pages = "31134--31163",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-seeing,
    title = "Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts",
    author = "Xu, Haolei  and
      Hong, Haiwen  and
      Li, Hongxing  and
      Zhou, Rui  and
      Zhang, Yang  and
      Huang, Longtao  and
      Xue, Hui  and
      Shen, Yongliang  and
      Lu, Weiming  and
      Zhuang, Yueting",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1438/",
    pages = "31164--31178",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-rubricbench,
    title = "{R}ubric{B}ench: Aligning Model-Generated Rubrics with Human Standards",
    author = "Zhou, Junyi  and
      Zhang, Qiyuan  and
      Wang, Yufei  and
      Lyu, Fuyuan  and
      Ming, Yidong  and
      Xu, Can  and
      Sun, Qingfeng  and
      Zheng, Kai  and
      Kang, Peng  and
      Liu, Xue  and
      Ma, Chen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1439/",
    pages = "31179--31200",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yuan-etal-2026-verify,
    title = "Verify Before You Commit: Towards Faithful Reasoning in {LLM} Agents via Self-Auditing",
    author = "Yuan, Wenhao  and
      Lin, Chenchen  and
      Chen, Jian  and
      Xu, Jinfeng  and
      Wang, Xuehe  and
      Ngai, Edith Cheuk-Han",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1440/",
    pages = "31201--31225",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-gilt,
    title = "{G}i{LT}: Augmenting Transformer Language Models with Dependency Graphs",
    author = "Huang, Tianyu  and
      Zhao, Yida  and
      Zhou, Chuyan  and
      Tu, Kewei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1441/",
    pages = "31226--31237",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kavathekar-etal-2026-tamas,
    title = "{TAMAS}: Benchmarking Adversarial Risks in Multi-Agent {LLM} Systems",
    author = "Kavathekar, Ishan  and
      Jain, Hemang  and
      Rathod, Ameya  and
      Kumaraguru, Ponnurangam  and
      Ganu, Tanuja",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1442/",
    pages = "31238--31268",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-controllable,
    title = "How Controllable Are Large Language Models? A Unified Evaluation across Behavioral Granularities",
    author = "Xu, Ziwen  and
      Xu, Kewei  and
      Xu, Haoming  and
      Hong, Haiwen  and
      Huang, Longtao  and
      Xue, Hui  and
      Zhang, Ningyu  and
      Shen, Yongliang  and
      Zheng, Guozhou  and
      Chen, Huajun  and
      Deng, Shumin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1443/",
    pages = "31269--31299",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tan-etal-2026-scaling,
    title = "Scaling Behaviors of {LLM} Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning",
    author = "Tan, Zelin  and
      Geng, Hejia  and
      Yu, Xiaohang  and
      Zhang, Mulei  and
      Wan, Guancheng  and
      Zhou, Yifan  and
      He, Qiang  and
      Xue, Xiangyuan  and
      Zhou, Heng  and
      Fan, Yutao  and
      Li, Zhong-Zhi  and
      Zhang, Zaibin  and
      Zhang, Guibin  and
      Zhang, Chen  and
      Yin, Zhenfei  and
      Torr, Philip  and
      Bai, Lei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1444/",
    pages = "31300--31319",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-rubrichub,
    title = "{R}ubric{H}ub: A Comprehensive and Highly Discriminative Rubric Dataset via Automated Coarse-to-Fine Generation",
    author = "Li, Sunzhu  and
      Zhao, Jiale  and
      Ren, Huimin  and
      Wei, Zhenlin  and
      Zhou, Yang  and
      Yang, Jingwen  and
      Liu, Shunyu  and
      Zhang, Kaike  and
      Wei, Chen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1445/",
    pages = "31320--31344",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-mind,
    title = "{MIND} Your Reasoning: A Meta-Cognitive Intuitive-Reflective Network for Dual-Reasoning in Multimodal Stance Detection",
    author = "Wang, Bingbing  and
      Jin, Zhengda  and
      Liang, Bin  and
      Li, Wenjie  and
      Li, Jing  and
      Xu, Ruifeng  and
      Zhang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1446/",
    pages = "31345--31355",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-survey,
    title = "A Survey of Inductive Reasoning for Large Language Models",
    author = "Chen, Kedi  and
      Ruan, Dezhao  and
      Dan, Yuhao  and
      Wang, Yaoting  and
      Yan, Siyu  and
      Wu, Xuecheng  and
      Zhang, Yinqi  and
      Chen, Qin  and
      Zhou, Jie  and
      He, Liang  and
      Qi, Biqing  and
      Li, Linyang  and
      Guo, Qipeng  and
      Shi, Xiaoming  and
      Zhang, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1447/",
    pages = "31356--31382",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tong-etal-2026-cogtom,
    title = "{C}og{T}o{M}: A Comprehensive Theory of Mind Benchmark inspired by Human Cognition for Large Language Models",
    author = "Tong, Haibo  and
      Yue, Zeyang  and
      Zhao, Feifei  and
      Lin, Erliang  and
      Jia, Lu  and
      Chen, Ruolin  and
      Sun, Yinqian  and
      Zhang, Qian  and
      Zeng, Yi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1448/",
    pages = "31383--31425",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-cite,
    title = "{CITE}: Benchmarking Heterogeneous Text-Attributed Graph Models",
    author = "Zhang, Chenghao  and
      Long, Qingqing  and
      Wang, Ludi  and
      Cui, Wenjuan  and
      Yu, Jianjun  and
      Du, Yi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1449/",
    pages = "31426--31448",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lu-etal-2026-mm,
    title = "{MM}-{S}tance{D}et: Retrieval-Augmented Multi-modal Multi-agent Stance Detection",
    author = "Lu, Weihai  and
      Zhao, Zhejun  and
      Li, Yanshu  and
      He, Huan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1450/",
    pages = "31449--31464",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zheng-etal-2026-disentangling,
    title = "Disentangling Reasoning Logic to Resolve Explicit Knowledge Conflicts",
    author = "Zheng, Xianda  and
      Huang, Zijian  and
      Chiang, Meng-Fen  and
      Liu, Jiamou  and
      Fang, Yuan  and
      Witbrock, Michael J.  and
      Zhao, Kaiqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1451/",
    pages = "31465--31478",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shi-etal-2026-univocal,
    title = "{U}ni{V}ocal: Unified Speech-Singing Code-Switching Synthesis",
    author = "Shi, YuFei  and
      Chen, Qian  and
      Wang, Wen  and
      Li, Xiangang  and
      Ling, Zhen-Hua  and
      Ai, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1452/",
    pages = "31479--31496",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-reasoningguard,
    title = "{R}easoning{G}uard: Safeguarding Large Reasoning Models with Inference-time Safety Aha Moments",
    author = "Wang, Yuquan  and
      Zhang, Mi  and
      Wang, Yining  and
      Hong, Geng  and
      Wen, Mi  and
      You, Xiaoyu  and
      Yang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1453/",
    pages = "31497--31526",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yao-etal-2026-vecinfer,
    title = "{V}ec{I}nfer: Efficient {LLM} Inference with Low-Bit {KV} Cache via Outlier-Suppressed Vector Quantization",
    author = "Yao, Dingyu  and
      Yang, Chenxu  and
      Tong, Zhengyang  and
      Lin, Zheng  and
      Liu, Wei  and
      Luan, Jian  and
      Wang, Weiping",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1454/",
    pages = "31527--31543",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhu-etal-2026-mixing,
    title = "When Does Mixing Help? Analyzing Query Embedding Interpolation in Multilingual Dense Retrieval",
    author = "Zhu, Tongyao  and
      Ming, Huang Chao  and
      Kan, Min-Yen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1455/",
    pages = "31544--31562",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-wist,
    title = "{WIST}: Web-Grounded Iterative Self-Play Tree for Domain-Targeted Reasoning Improvement",
    author = "Li, Fangyuan  and
      Li, Pengfei  and
      Wang, Shijie  and
      Gao, Junqi  and
      Liu, Jianxing  and
      Qi, Biqing  and
      Li, Yuqiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1456/",
    pages = "31563--31585",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{pham-etal-2026-frankentext,
    title = "Frankentext: Stitching random text fragments into long-form narratives",
    author = "Pham, Chau Minh  and
      Russell, Jenna  and
      Pham, Dzung  and
      Iyyer, Mohit",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1457/",
    pages = "31586--31625",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lin-etal-2026-safo,
    title = "{SAFO}: Stable Adaptive Fairness Optimization for {LLM}-Based Social Survey Simulation",
    author = "Lin, Chenxi  and
      Jiang, Zhuoren  and
      Song, Kaisong  and
      Wu, Yiquan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1458/",
    pages = "31626--31654",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-prosody,
    title = "The Prosody of Emojis",
    author = "Zhou, Giulio  and
      Lam, Tsz Kin  and
      Birch, Alexandra  and
      Haddow, Barry",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1459/",
    pages = "31655--31671",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lee-etal-2026-piece,
    title = "Piece of Table: A Divide-and-Conquer Approach for Selecting Subtables in Table Question Answering",
    author = "Lee, Wonjin  and
      Kim, Kyumin  and
      Lee, Sungjae  and
      Lee, Jihun  and
      Kim, Kwang In",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1460/",
    pages = "31672--31688",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhu-etal-2026-qa,
    title = "{QA}-{M}o{E}: Towards a Continuous Reliability Spectrum with Quality-Aware Mixture of Experts for Robust Multimodal Sentiment Analysis",
    author = "Zhu, Yitong  and
      Jiang, Yuxuan  and
      Jiang, Guanxuan  and
      Hou, Bojing  and
      Zhou, Peng Yuan  and
      Lin, Ge  and
      Wang, Yuyang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1461/",
    pages = "31689--31703",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-enhancing-llm,
    title = "Enhancing {LLM}-based Search Agents via Contribution Weighted Group Relative Policy Optimization",
    author = "Wang, Junzhe  and
      Xi, Zhiheng  and
      Yang, Yajie  and
      Luo, Hao  and
      Dou, Shihan  and
      Gui, Tao  and
      Zhang, Qi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1462/",
    pages = "31704--31718",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-steering,
    title = "Why Steering Works: Toward a Unified View of Language Model Parameter Dynamics",
    author = "Xu, Ziwen  and
      WU, Chenyan  and
      Sun, Hengyu  and
      Hong, Haiwen  and
      Wang, Mengru  and
      Yao, Yunzhi  and
      Huang, Longtao  and
      Xue, Hui  and
      Deng, Shumin  and
      Chu, Zhixuan  and
      Chen, Huajun  and
      Zhang, Ningyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1463/",
    pages = "31719--31736",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{long-etal-2026-emomas,
    title = "{E}mo{MAS}: Emotion-Aware Multi-Agent System for High-Stakes Edge-Deployable Negotiation with {B}ayesian Orchestration",
    author = "Long, Yunbo  and
      Liu, Yuhan  and
      Xu, Liming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1464/",
    pages = "31737--31773",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jain-etal-2026-decisive,
    title = "Decisive: Guiding User Decisions with Optimal Preference Elicitation from Unstructured Documents",
    author = "Jain, Akriti  and
      Mulay, Anish  and
      Verma, Divyansh  and
      Pandey, Aishani  and
      Ramu, Pritika  and
      Garimella, Aparna",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1465/",
    pages = "31774--31786",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{t-y-s-s-2026-naturalness,
    title = "From Naturalness to Norms: Interactional Cultural Competence for {S}peech{LM}s",
    author = "T.y.s.s, Santosh",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1466/",
    pages = "31787--31802",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{du-etal-2026-optimizing,
    title = "Optimizing User Profiles via Contextual Bandits for Retrieval-Augmented {LLM} Personalization",
    author = "Du, Linfeng  and
      Yuan, Ye  and
      Zhao, Zichen  and
      Lyu, Fuyuan  and
      Penaloza, Emiliano  and
      Chen, Xiuying  and
      Sun, Zipeng  and
      Kang, Jikun  and
      Charlin, Laurent  and
      Liu, Xue  and
      Wu, Haolun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1467/",
    pages = "31803--31817",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ye-etal-2026-teaching,
    title = "Teaching Language Models to Check Grounded Claim Factuality with Human Test-Taking Strategies",
    author = "Ye, Yuxuan  and
      Santos-Rodriguez, Raul  and
      Simpson, Edwin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1468/",
    pages = "31818--31834",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zheng-etal-2026-evo,
    title = "Evo-{PI}: Aligning Medical Reasoning via Evolving Principle-Guided Supervision",
    author = "Zheng, Xianda  and
      Gao, Huan  and
      Chiang, Meng-Fen  and
      Witbrock, Michael J.  and
      Zhao, Kaiqi  and
      Li, Shangyang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1469/",
    pages = "31835--31850",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-understanding,
    title = "Understanding {LLM} Performance Degradation in Multi-Instance Processing: The Roles of Instance Count and Context Length",
    author = "Chen, Jingxuan  and
      Pilehvar, Mohammad Taher  and
      Camacho-Collados, Jose",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1470/",
    pages = "31851--31884",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mei-etal-2026-gated,
    title = "Gated Differentiable Working Memory for Long-Context Language Modeling",
    author = "Mei, Lingrui  and
      Liu, Shenghua  and
      Wang, Yiwei  and
      Ge, Yuyao  and
      Bi, Baolong  and
      Yao, Jiayu  and
      Wan, Jun  and
      Yin, Ziling  and
      Guo, Jiafeng  and
      Cheng, Xueqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1471/",
    pages = "31885--31913",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mujahid-etal-2026-stress,
    title = "Stress Testing Factual Consistency Metrics for Long-Document Summarization",
    author = "Mujahid, Zain Muhammad  and
      Wright, Dustin  and
      Augenstein, Isabelle",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1472/",
    pages = "31914--31933",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-llms-know,
    title = "Do {LLM}s Know Tool Irrelevance? Demystifying Structural Alignment Bias in Tool Invocations",
    author = "Liu, Yilong  and
      Lin, Xixun  and
      Cao, Pengfei  and
      Zhang, Ge  and
      Fang, Fang  and
      Cao, Yanan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1473/",
    pages = "31934--31958",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hou-etal-2026-pass,
    title = "{PAS}s-{M}o{E}: Mitigating Misaligned Co-drift among Router and Experts via Pathway Activation Subspaces for Continual Learning",
    author = "Hou, ZhiYan  and
      Guo, Haiyun  and
      Ma, Haokai  and
      Sun, Yandu  and
      Yang, Yonghui  and
      Wang, Jinqiao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1474/",
    pages = "31959--31972",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-llm,
    title = "{LLM}-Generated Text May Harm Your Retrieval! A Robust Detection Strategy for Retrieval-Augmented Generation",
    author = "Huang, Zhaoheng  and
      Zhu, Yutao  and
      Wen, Ji-Rong  and
      Dou, Zhicheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1475/",
    pages = "31973--31988",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{su-etal-2026-gqlbench,
    title = "{GQLB}ench: A Large-Scale Cross-Domain, Cross-Dialect Benchmark for {NL}2{GQL}",
    author = "Su, Yanning  and
      Zhou, Yuhang  and
      Fang, Yang  and
      Liu, Sen  and
      Ye, Guangnan  and
      Chai, Hongfeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1476/",
    pages = "31989--32014",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-reviewgrounder,
    title = "{R}eview{G}rounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents",
    author = "Li, Zhuofeng  and
      Lu, Yi  and
      Jiang, Dongfu  and
      Zhang, Haoxiang  and
      Bai, Yuyang  and
      Li, Chuan  and
      Wang, Yu  and
      Ji, Shuiwang  and
      Xie, Jianwen  and
      Zhang, Yu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1477/",
    pages = "32015--32044",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-retrieval,
    title = "The Retrieval Bottleneck: Scaling Laws for Reinforcement Learning in {RAG}",
    author = "Zhou, Shu  and
      Leng, Jinman  and
      Song, Yufei  and
      Wang, Xin  and
      Fan, Tao  and
      Wang, Hao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1478/",
    pages = "32045--32069",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gao-etal-2026-generating,
    title = "Generating then Refining for Reliable Knowledge Base Question Answering",
    author = "Gao, Jianqi  and
      Yu, Hang  and
      Cao, Jian  and
      Bu, Ranran  and
      Tang, Jinghua  and
      Zhu, Nengjun  and
      Zhang, Yonggang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1479/",
    pages = "32070--32087",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{he-etal-2026-evospark,
    title = "{E}vo{S}park: Endogenous Interactive Agent Societies for Unified Long-Horizon Narrative Evolution",
    author = "He, Shiyu  and
      Kuang, Minchi  and
      Wang, Mengxian  and
      Hu, Bin  and
      Gu, Tingxiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1480/",
    pages = "32088--32107",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-securepair,
    title = "{S}e{C}u{R}epair: Semantics-Aligned, Curriculum-Driven, and Reasoning-Enhanced Vulnerability Repair Framework",
    author = "Yang, Chengran  and
      Zhang, Ting  and
      Jiang, Jinfeng  and
      Zhou, Xin  and
      Tian, Haoye  and
      Du, Mingzhe  and
      Shi, Jieke  and
      Chen, Junkai  and
      Li, Yikun  and
      Ouh, Eng Lieh  and
      Shar, Lwin Khin  and
      Lo, David",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1481/",
    pages = "32108--32123",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mei-etal-2026-hiddenguard,
    title = "{H}idden{G}uard: Fine-Grained Safe Generation with Specialized Representation Router",
    author = "Mei, Lingrui  and
      Liu, Shenghua  and
      Wang, Yiwei  and
      Bi, Baolong  and
      Yuan, Ruibin  and
      Cheng, Xueqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1482/",
    pages = "32124--32156",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{aghzal-etal-2026-llm,
    title = "Why Do {LLM}-based Web Agents Fail? A Hierarchical Planning Perspective",
    author = "Aghzal, Mohamed  and
      Stein, Gregory J.  and
      Yao, Ziyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1483/",
    pages = "32157--32180",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{guo-etal-2026-backdoors,
    title = "Backdoors in {RLVR}: Jailbreak Backdoors in {LLM}s From Verifiable Reward",
    author = "Guo, Weiyang  and
      Shi, Zesheng  and
      Zhu, Zeen  and
      Zhou, Yuan  and
      Zhang, Min  and
      Li, Jing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1484/",
    pages = "32181--32201",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kiegeland-etal-2026-proper,
    title = "On the Proper Treatment of Units in Surprisal Theory",
    author = "Kiegeland, Samuel  and
      Sn{\{}{\textbackslash}ae{\}}bjarnarson, V{\textbackslash}'esteinn  and
      Vieira, Tim  and
      Cotterell, Ryan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1485/",
    pages = "32202--32224",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{olabisi-etal-2026-threadsumm,
    title = "{T}hread{S}umm: Summarization of Nested Discourse Threads Using Tree of Thoughts",
    author = "Olabisi, Olubusayo  and
      Mitra, Ekata  and
      Agrawal, Ameeta",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1486/",
    pages = "32225--32240",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ai-etal-2026-inquiremobile,
    title = "{I}nquire{M}obile: Teaching {VLM}-based Mobile Agent to Request Human Assistance via Reinforcement Fine-Tuning",
    author = "Ai, Qihang  and
      Bu, Pi  and
      Cao, Yue  and
      Wang, Yingyao  and
      Gu, Jihao  and
      Xing, Jingxuan  and
      Zhu, Zekun  and
      Jiang, Wei  and
      Zheng, Zhicheng  and
      Song, Jun  and
      Jiang, Yuning",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1487/",
    pages = "32241--32255",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lin-etal-2026-token,
    title = "Token-Level Policy Optimization: Linking Group-Level Rewards to Token-Level Aggregation via sequence-level likelihood",
    author = "Lin, Xingyu  and
      Wen, Yilin  and
      Su, Du  and
      Wang, En  and
      Liu, Wenbin  and
      Lv, Zhonghou  and
      Hou, Jinchang  and
      Bao, Chenfu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1488/",
    pages = "32256--32269",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-zhang-2026-de,
    title = "De-Anonymization at Scale via Tournament-Style Attribution",
    author = "Zhang, Lirui  and
      Zhang, Huishuai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1489/",
    pages = "32270--32283",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-cross,
    title = "Cross-Modal Masked Compositional Concept Modeling for Enhancing Visio-Linguistic Compositionality",
    author = "Li, Wei  and
      Huang, Zhen  and
      Tian, Xinmei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1490/",
    pages = "32284--32308",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-stratmem,
    title = "{S}trat{M}em-Bench: Evaluating Strategic Memory Use in Virtual Character Conversation Beyond Factual Recall",
    author = "Wu, Yerong  and
      Wu, Tianxing  and
      Zhu, Minghao  and
      Sha, Hangyu  and
      Wang, Haofen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1491/",
    pages = "32309--32328",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-rlseek,
    title = "{RLS}eek: Evidence-Grounded Reasoning for {RAG} Hallucination Detection",
    author = "Huang, Zhaoheng  and
      Wen, Dacheng  and
      Zhu, Yutao  and
      Lian, Xiaoying  and
      Liang, Yushi  and
      Hao, Kai  and
      Li, Nan  and
      Zhang, Liangjie  and
      Zhang, Qi  and
      Wen, Ji-Rong  and
      Dou, Zhicheng  and
      Wu, Fangzhao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1492/",
    pages = "32329--32347",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fengchunzhang-etal-2026-co,
    title = "{CO}-{EVO}: Co-evolving Semantic Anchoring and Style Diversification for Federated {DG}-{R}e{ID}",
    author = "Fengchunzhang  and
      Ma, Qiang  and
      Xiang, Liuyu  and
      Lai, Jinshan  and
      Huang, Tingxuan  and
      Hu, Jianwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1493/",
    pages = "32348--32359",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gilberti-etal-2026-discovering,
    title = "Discovering Properties of Inflectional Morphology in Neural Emergent Communication",
    author = "Gilberti, Miles  and
      Storks, Shane  and
      Dai, Huteng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1494/",
    pages = "32360--32377",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sun-etal-2026-label,
    title = "Label Effects: Shared Heuristic Reliance in Trust Assessment by Humans and {LLM}-as-a-Judge",
    author = "Sun, Xin  and
      Wu, Di  and
      Qin, Sijing  and
      Echizen, Isao  and
      El Ali, Abdallah  and
      Sugawara, Saku",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1495/",
    pages = "32378--32392",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{dong-etal-2026-self,
    title = "Self-{S}oft{C}o{T}: A Self-Consistent Framework via Position-Aware Latent Space Reinforcement Learning",
    author = "Dong, Liangliang  and
      Shan, Lianlei  and
      Li, Shuaimin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1496/",
    pages = "32393--32414",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{rahimirad-etal-2026-bayesian,
    title = "{B}ayesian Social Deduction with Graph-Informed Language Models",
    author = "Rahimirad, Shahab  and
      Gergerli, Guven  and
      Romero, Lucia  and
      Qian, Angela  and
      Olson, Matthew Lyle  and
      Stepputtis, Simon  and
      Campbell, Joseph",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1497/",
    pages = "32415--32440",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{niu-etal-2026-routing,
    title = "Routing with Generated Data: Annotation-Free {LLM} Skill Estimation and Expert Selection",
    author = "Niu, Tianyi  and
      Chen, Justin  and
      Winata, Genta Indra  and
      Zhang, Shi-Xiong  and
      Chakraborty, Supriyo  and
      Sahu, Sambit  and
      Zhang, Yue  and
      Stengel-Eskin, Elias  and
      Bansal, Mohit",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1498/",
    pages = "32441--32466",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kim-etal-2026-injecting,
    title = "Injecting Context via Situation Working Memory for Logical Reasoning with {LLM}s",
    author = "Kim, Jieun  and
      Lim, Seoha  and
      Choi, YoungHae  and
      Cho, Sung-Bae",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1499/",
    pages = "32467--32480",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ding-etal-2026-promed,
    title = "{P}ro{M}ed: Shapley Information Gain Guided Reinforcement Learning for Proactive Medical {LLM}s",
    author = "Ding, Hongxin  and
      Huang, Baixiang  and
      Fang, Yue  and
      Liao, Weibin  and
      Jiang, Xinke  and
      Zhang, Jinyang  and
      Zhu, Yinghao  and
      Li, Zheng  and
      Ma, Liantao  and
      Zhao, Junfeng  and
      Wang, Yasha",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1500/",
    pages = "32481--32515",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-safeagent,
    title = "{S}afe{A}gent: Safeguarding {LLM} Agents via an Automated Risk Simulator",
    author = "Zhou, Xueyang  and
      Wang, Weidong  and
      Lu, Lin  and
      Shi, Jiawen  and
      Tie, Guiyao  and
      Yongtian, Xu  and
      Chen, Lixing  and
      Zhou, Pan  and
      Gong, Neil Zhenqiang  and
      Sun, Lichao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1501/",
    pages = "32516--32543",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gu-etal-2026-diagnosing,
    title = "Diagnosing Hidden Instabilities in Model Editing via Uncertainty Quantification",
    author = "Gu, Zihan  and
      Zhang, TianYi  and
      Zhang, Xinyan  and
      Wang, Zhiyuan  and
      Zhang, Han  and
      Wei, Yuhao  and
      Lu, Jiacheng  and
      Ma, Tianyi  and
      Zhang, Xingsheng  and
      Zhang, Hua  and
      Hu, Yue",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1502/",
    pages = "32544--32566",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{el-mekki-etal-2026-alexandria,
    title = "Alexandria: A Multi-Domain Dialectal {A}rabic Machine Translation Dataset for Culturally Inclusive and Linguistically Diverse {LLM}s",
    author = "EL Mekki, Abdellah  and
      Magdy, Samar M.  and
      Atou, Houdaifa  and
      AbuHweidi, Ruwa  and
      Qawasmeh, Baraah  and
      Nacar, Omer  and
      Al-hibiri, Thikra  and
      Saadie, Razan  and
      Alsayadi, Hamzah A.  and
      Hammouda, Nadia Ghezaiel  and
      Alkhazimi, Alshima Mohammed  and
      Hamod, Aya  and
      Al-Ghafri, Al-Yas Yaqoob  and
      El-Sayed, Wesam  and
      al Sharji, Asila Ismail  and
      Ballout, Mohamad  and
      Belfathi, Anas  and
      Ghaddar, Karim  and
      Sibaee, Serry  and
      Aoun, Alaa  and
      Aseri, Aeej Mohammed  and
      Abureesh, Lina  and
      Bashiti, Ahlam  and
      Yousef, Majdal  and
      Hafiz, Abdulaziz  and
      Mohamed, Yehdih  and
      Hamedtou, Emira  and
      Emehah, Brakehe  and
      Alhamouri, Rahaf  and
      Nafea, Youssef  and
      El Aatar, Aya  and
      Al-Dhabyani, Walid  and
      Hamed, Emhemed S.  and
      Shatnawi, Sara  and
      Alwajih, Fakhraddin  and
      Elkhidir, Khalid  and
      Alasmari, Ashwag  and
      Gerrio, Abdurrahman  and
      Alshahri, Omar Said  and
      Elmadany, AbdelRahim A.  and
      Berrada, Ismail  and
      Al-kathiri, Amir Azad Adli  and
      Zaraket, Fadi  and
      Jarrar, Mustafa  and
      EL Hadj, Yahya Mohamed  and
      Alhuzali, Hassan  and
      Abdul-Mageed, Muhammad",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1503/",
    pages = "32567--32592",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-ai,
    title = "Can {AI} Be a Good Peer Reviewer? A Survey of Peer Review Process, Evaluation, and the Future",
    author = "Wu, Sihong  and
      Jiang, Owen  and
      Zhao, Yilun  and
      Hu, Tiansheng  and
      Ma, Yiling  and
      Zhang, Kaiyan  and
      Patwardhan, Manasi  and
      Cohan, Arman",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1504/",
    pages = "32593--32619",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{seegmiller-etal-2026-much,
    title = "How Much Would a Clinician Edit This Draft? Evaluating {LLM} Alignment for Patient Message Response Drafting",
    author = "Seegmiller, Parker  and
      Gatto, Joseph  and
      Greer, Sarah E.  and
      Isingizwe, Ganza Belise  and
      Ray, Rohan  and
      Burdick, Timothy E.  and
      Preum, Sarah Masud",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1505/",
    pages = "32620--32646",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lu-etal-2026-metabench,
    title = "{M}eta{B}ench: A Multi-task Benchmark for Assessing {LLM}s in Metabolomics",
    author = "Lu, Yuxing  and
      Zhao, Xukai  and
      Tamo, J. Ben  and
      Nnamdi, Micky C.  and
      Peng, Rui  and
      Zeng, Shuang  and
      Hu, Xingyu  and
      Wang, Jinzhuo  and
      Wang, May Dongmei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1506/",
    pages = "32647--32668",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chi-etal-2026-mta,
    title = "{MTA}: Multi-Granular Trajectory Alignment for Large Language Model Distillation",
    author = "Chi, Pham Khanh  and
      Dao, Quoc Phong  and
      Nguyen, Thuat  and
      Van, Linh Ngo  and
      Le, Trung  and
      Nguyen, Thanh Hong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1507/",
    pages = "32669--32684",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{seegmiller-preum-2026-measuring,
    title = "Measuring Distribution Shift in User Prompts and Its Effects on {LLM} Performance",
    author = "Seegmiller, Parker  and
      Preum, Sarah Masud",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1508/",
    pages = "32685--32704",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{dao-etal-2026-talas,
    title = "{TALAS}: Teacher-Anchored Layer Alignment with Adaptive Sharpness-Aware Minimization for Embedding Distillation",
    author = "Dao, Quoc Phong  and
      Nguyen, Hoang Son  and
      Chi, Pham Khanh  and
      Van, Linh Ngo  and
      Diep, Nguyen Thi Ngoc  and
      Nguyen, Thien Huu  and
      Le, Trung",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1509/",
    pages = "32705--32723",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{martins-etal-2026-vocabulary,
    title = "Vocabulary Shapes Cross-Lingual Variation of Word-Order Learnability in Language Models",
    author = "Martins, Jonas Mayer  and
      Jumelet, Jaap  and
      Priesemann, Viola  and
      Beinborn, Lisa",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1510/",
    pages = "32724--32740",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-quantifying,
    title = "Quantifying and Understanding Uncertainty in Large Reasoning Models",
    author = "Li, Yangyi  and
      Zhao, Chenxu  and
      Huai, Mengdi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1511/",
    pages = "32741--32754",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-li-etal-2026-simpbl,
    title = "{S}im{PBL}: A Multi-Agent Framework for Project-Based Learning",
    author = "Zhang-Li, Daniel  and
      Lim, Joy Jia Yin  and
      Liu, Binglin  and
      Tu, Shangqing  and
      Yao, Zijun  and
      Peng, Hao  and
      Yu, Jifan  and
      Li, Haoxuan  and
      Hao, Zhanxin  and
      He, Ye  and
      Li, Zekun  and
      Wang, Jiangyi  and
      Hou, Lei  and
      Xu, Bin  and
      Cong, Xin  and
      Liu, Zhiyuan  and
      Liu, Huiqin  and
      Zhang, Yu  and
      Li, Juanzi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1512/",
    pages = "32755--32772",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-schoenfelds,
    title = "Schoenfeld{'}s Anatomy of Mathematical Reasoning by Language Models",
    author = "Li, Ming  and
      Fan, Chenrui  and
      Cheng, Yize  and
      Feizi, Soheil  and
      Zhou, Tianyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1513/",
    pages = "32773--32802",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kim-etal-2026-diagnosing,
    title = "Diagnosing Spatial Consistency across Perspectives and Viewpoints in Large Vision-Language Models",
    author = "Kim, Yoonji  and
      Kim, Jieun  and
      Jeong, Yujin  and
      Cho, Sung-Bae",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1514/",
    pages = "32803--32827",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wei-etal-2026-multi,
    title = "A Multi-Agent Framework for High-Interaction Terminal Simulation",
    author = "Wei, Kai  and
      Cui, Yuwen  and
      Shen, Kehan  and
      Wei, Hua  and
      Wang, Guangjing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1515/",
    pages = "32828--32845",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lin-etal-2026-parameter,
    title = "Parameter Importance is Not Static: Evolving Parameter Isolation for Supervised Fine-Tuning",
    author = "Lin, Zekai  and
      Xue, Chao  and
      Liang, Di  and
      Han, Xingsheng  and
      Liu, Peiyang  and
      Wu, Xianjie  and
      Jiang, Lei  and
      Lu, Yu  and
      Simons, Bob  and
      Liang, Shuang  and
      Peng, Minlong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1516/",
    pages = "32846--32864",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{song-etal-2026-enhanced,
    title = "Enhanced Reasoning for Biomedical Document-Level Relation Extraction via a Novel Cascade Language Model Framework",
    author = "Song, Haohua  and
      Gu, Wenhao  and
      Li, Zhijing  and
      Yunwenyu  and
      Zhu, Tiantian  and
      Yang, Xiao  and
      Zhu, Zexuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1517/",
    pages = "32865--32879",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-multimodal,
    title = "Multimodal Large Language Models for Multi-Subject In-Context Image Generation",
    author = "Zhou, Yucheng  and
      Chen, Dubing  and
      Zheng, Huan  and
      Shen, Jianbing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1518/",
    pages = "32880--32898",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-rsmem,
    title = "{RSM}e{M}: Knowledge-Enhanced Memory Evolution for Remote {S}ensing Agents with Systematic Evaluation",
    author = "Wu, Bingxian  and
      Zhang, Yu  and
      Guo, Zonghao  and
      Liu, Tang  and
      Qian, Chen  and
      Lu, Yuxiang  and
      Du, Xingbo  and
      Li, Yanghao  and
      Zhang, Yidan  and
      Chen, Chi  and
      Yao, Ling  and
      Zhou, Chenghu  and
      Sun, Maosong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1519/",
    pages = "32899--32915",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-synthetic,
    title = "Synthetic Data Generation for Training Diversified Commonsense Reasoning Models",
    author = "Zhang, Tianhui  and
      Peng, Bei  and
      Bollegala, Danushka",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1520/",
    pages = "32916--32937",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fomsgaard-etal-2026-discourse,
    title = "Discourse Realization of Generics in Human and {LLM}-generated Texts",
    author = "Fomsgaard, S{\{}{\textbackslash}o{\}}ren Kirkegaard  and
      Pastor, Martial  and
      Dias, Ga{\textbackslash}{''}el  and
      Oostdijk, Nelleke",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1521/",
    pages = "32938--32960",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{dao-etal-2026-sra,
    title = "{SRA}: Span Representation Alignment for Large Language Model Distillation",
    author = "Dao, Quoc Phong  and
      Nguyen, Hoang Son  and
      Chi, Pham Khanh  and
      Nguyen, Tung  and
      Van, Linh Ngo  and
      Diep, Nguyen Thi Ngoc  and
      Le, Trung",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1522/",
    pages = "32961--32975",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lequeu-etal-2026-gdn,
    title = "The {GDN}-{CC} Dataset: Automatic Corpus Clarification for {AI}-enhanced Democratic Citizen Consultations",
    author = "Lequeu, Pierre-Antoine  and
      Labat, L{\textbackslash}'eo  and
      Cave, Laur{\textbackslash}`ene  and
      Lejeune, Ga{\textbackslash}{''}el  and
      Yvon, Fran{\textbackslash}c{\{}c{\}}ois  and
      Piwowarski, Benjamin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1523/",
    pages = "32976--33006",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yuan-etal-2026-behavior,
    title = "Behavior Knowledge Merge in Reinforced Agentic Models",
    author = "Yuan, Xiangchi  and
      Shi, Dachuan  and
      Zhang, Chunhui  and
      Liu, Zheyuan  and
      Yao, Shenglong  and
      Vosoughi, Soroush  and
      Lee, Wenke",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1524/",
    pages = "33007--33028",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-leveraging,
    title = "Leveraging Outline-Optimized Generative Interactions and Critique for Self-Refining Outlines with Reinforcement Learning",
    author = "Liu, Hengwei  and
      Ma, Haoyuan  and
      Lyu, Qingqing  and
      Zhang, Daoxin  and
      Hu, Yao  and
      Shen, Yongliang  and
      Zhang, Yin  and
      Lu, Weiming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1525/",
    pages = "33029--33046",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-neuron,
    title = "Neuron-Aware Active Few-Shot Learning for {LLM}s",
    author = "Chen, Zhuowei  and
      Chen, Liwei  and
      Schunn, Christian  and
      Coelho, Raquel  and
      Li, Xiang Lorraine",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1526/",
    pages = "33047--33062",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{suarez-etal-2026-commonlid,
    title = "{C}ommon{LID}: Re-evaluating State-of-the-Art Language Identification Performance on Web Data",
    author = "Suarez, Pedro Ortiz  and
      Burchell, Laurie  and
      Arnett, Catherine  and
      Mosquera, Rafael  and
      Monsalve, Sara Hincapi{\textbackslash}'e  and
      Vaughan, Thom  and
      Stewart, Damian  and
      Ostendorff, Malte  and
      Abdulmumin, Idris  and
      Marivate, Vukosi  and
      Muhammad, Shamsuddeen Hassan  and
      Tonja, Atnafu Lambebo  and
      Al-Khalifa, Hend  and
      Hammouda, Nadia Ghezaiel  and
      Otiende, Verrah Akinyi  and
      Wong, Tack Hwa  and
      Saydaliev, Jakhongir  and
      Nobakhtian, Melika  and
      Habibi, Muhammad Ravi Shulthan  and
      Kranti, Chalamalasetti  and
      Muchemi, Carol  and
      Nguyen, Khang  and
      Adam, Faisal Muhammad  and
      Salim, Luis Frentzen  and
      Alqifari, Reem  and
      Amol, Cynthia Jayne  and
      Imperial, Joseph Marvin  and
      Kesen, Ilker  and
      Mustafid, Ahmad  and
      Stepachev, Pavel  and
      Choshen, Leshem  and
      Anugraha, David  and
      Nayel, Hamada  and
      Yimam, Seid Muhie  and
      Putra, Vallerie Alexandra  and
      Nguyen, My Chiffon  and
      Wasi, Azmine Toushik  and
      Vadithya, Gouthami  and
      Van Der Goot, Rob  and
      C'horr, Lanwenn ar  and
      Dua, Karan  and
      Yates, Andrew  and
      Bangera, Mithil  and
      Bangera, Yeshil  and
      Patel, Hitesh Laxmichand  and
      Okabe, Shu  and
      Ilasariya, Fenal Ashokbhai  and
      Gaynullin, Dmitry  and
      Winata, Genta Indra  and
      Li, Yiyuan  and
      Mart{\{}{\textbackslash}'{\textbackslash}i{\}}nez, Juan Pablo  and
      Agarwal, Amit  and
      Hanif, Ikhlasul Akmal  and
      Ahmad, Raia Abu  and
      Adenuga, Esther  and
      Tjiaranata, Filbert Aurelian  and
      Buaphet, Weerayut  and
      Anugraha, Michael  and
      Vajjala, Sowmya  and
      Rice, Benjamin L  and
      Amirudin, Azril Hafizi  and
      Alabi, Jesujoba Oluwadara  and
      Panda, Srikant  and
      Toughrai, Yassine  and
      Kyomuhendo, Bruhan  and
      Ruffinelli, Daniel  and
      Akshata  and
      Goul{\textbackslash}{\textasciitilde}ao, Manuel  and
      Zhou, Ej  and
      Ramirez, Ingrid Gabriela Franco  and
      Aggazzotti, Cristina  and
      Dobler, Konstantin  and
      Kevin, Jun  and
      Pag{\textbackslash}`es, Quentin  and
      Andrews, Nicholas  and
      Ibrahim, Nuhu  and
      Ruckdeschel, Mattes  and
      Keleg, Amr  and
      Zhang, Mike  and
      Muziri, Casper Rufaro  and
      Samuel, Saron  and
      Takeshita, Sotaro  and
      Kerdthaisong, Kun  and
      Foppiano, Luca  and
      Dent, Rasul  and
      Green, Tommaso  and
      Wali, Ahmad Mustapha  and
      Makaaka, Kamohelo  and
      Feliren, Vicky  and
      Idris, Inshirah  and
      Celikkanat, Hande  and
      Abubakar, Abdulhamid  and
      Maillard, Jean  and
      Sagot, Beno{\{}{\textbackslash}{\textasciicircum}{\textbackslash}i{\}}t  and
      Cl{\textbackslash}'erice, Thibault  and
      Murray, Kenton  and
      Luger, Sarah K. K.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1527/",
    pages = "33063--33080",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ding-etal-2026-rethinking,
    title = "Rethinking Expert Trajectory Utilization in {LLM} Post-training for Mathematical Reasoning",
    author = "Ding, Bowen  and
      Chen, Yuhan  and
      Lyu, Jiayang  and
      Yuan, Jiyao  and
      Zhu, Qi  and
      Tian, Shuangshuang  and
      Zhu, Dantong  and
      Wang, Futing  and
      Deng, Heyuan  and
      Mi, Fei  and
      Shang, Lifeng  and
      Lin, Tao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1528/",
    pages = "33081--33106",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shao-etal-2026-lopt,
    title = "{L}o{PT}: Lossless Parallel Tokenization Acceleration for Long Context Inference of Large Language Model",
    author = "Shao, Wei  and
      Lingchao, Zheng  and
      Wang, Pengyu  and
      Zheng, Peizhen  and
      Jun, Li  and
      Fan, Yuwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1529/",
    pages = "33107--33122",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{marzollo-etal-2026-sssd,
    title = "{SSSD}: Simply-Scalable Speculative Decoding",
    author = "Marzollo, Michele  and
      Zhuang, Jiawei  and
      Roemer, Niklas  and
      Zwingenberger, Niklas  and
      Muller, Lorenz K  and
      Cavigelli, Lukas",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1530/",
    pages = "33123--33139",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mo-etal-2026-redcoder,
    title = "{R}ed{C}oder: Automated Multi-Turn Red Teaming for Code {LLM}s",
    author = "Mo, Wenjie Jacky  and
      Liu, Qin  and
      Wen, Xiaofei  and
      Jung, Dongwon  and
      Askari, Hadi  and
      Zhou, Wenxuan  and
      Zhao, Zhe  and
      Chen, Muhao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1531/",
    pages = "33140--33155",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{samadi-etal-2026-scaling,
    title = "Scaling Test-Time Compute to Achieve {IOI} Gold Medal with Open-Weight Models",
    author = "Samadi, Mehrzad  and
      Ficek, Aleksander  and
      Narenthiran, Sean  and
      Jain, Siddhartha  and
      Ahmad, Wasi Uddin  and
      Majumdar, Somshubra  and
      Noroozi, Vahid  and
      Ginsburg, Boris",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1532/",
    pages = "33156--33169",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{geng-etal-2026-piarena,
    title = "{PIA}rena: A Platform for Prompt Injection Evaluation",
    author = "Geng, Runpeng  and
      Yin, Chenlong  and
      Wang, Yanting  and
      Chen, Ying  and
      Jia, Jinyuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1533/",
    pages = "33170--33192",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{nair-oh-2026-clozing,
    title = "Clozing the Gap: Exploring Why Language Model Surprisal Outperforms Cloze Surprisal",
    author = "Nair, Sathvik  and
      Oh, Byung-Doh",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1534/",
    pages = "33193--33210",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-chemreason,
    title = "{C}hem{R}eason-Bench: Benchmarking Large Language Models for Procedural Reasoning in Experimental Chemistry",
    author = "Zhang, Jinwei  and
      Liang, Xucheng  and
      Zhang, Yu  and
      Yu, Ruijie  and
      Yang, Xiaokang  and
      Jin, Yaohui  and
      Xu, Yanyan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1535/",
    pages = "33211--33248",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-instruction-reasoning,
    title = "How Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients",
    author = "Li, Ming  and
      Li, Yanhong  and
      Li, Ziyue  and
      Zhou, Tianyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1536/",
    pages = "33249--33299",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yao-etal-2026-tailored,
    title = "Tailored Primitive Initialization is the Secret Key to Reinforcement Learning",
    author = "Yao, Yihang  and
      Zeng, Guangtao  and
      Wu, Raina  and
      Zhang, Yang  and
      Zhao, Ding  and
      Hong, Zhang-Wei  and
      Gan, Chuang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1537/",
    pages = "33300--33318",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-mars2,
    title = "{MARS}$^2$: Scaling Multi-Agent Tree Search via Reinforcement Learning for Code Generation",
    author = "Li, Pengfei  and
      Wang, Shijie  and
      Li, Fangyuan  and
      Fu, Yikun  and
      Liu, Kaifeng  and
      Zhang, Kaiyan  and
      Zhang, Dazhi  and
      Li, Yuqiang  and
      Qi, Biqing  and
      Zhou, Bowen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1538/",
    pages = "33319--33335",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-lovec,
    title = "{L}o{V}e{C}: Reinforcement Learning for Better Verbalized Confidence in Long-Form Generation",
    author = "Zhang, Caiqi  and
      Zhu, Xiaochen  and
      Li, Chengzu  and
      Collier, Nigel  and
      Vlachos, Andreas",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1539/",
    pages = "33336--33363",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-mitigating,
    title = "Mitigating Lost in Multi-turn Conversation via Curriculum {RL} with Verifiable Accuracy and Abstention Rewards",
    author = "Li, Ming  and
      Chen, Pei  and
      Zhang, Zhenhao  and
      Yang, Tao  and
      Zhang, Xinyang  and
      Li, Han  and
      Cao, Tianyu  and
      Zeng, Ming  and
      Wu, Zhuofeng  and
      Jiang, Meng  and
      Li, Huasheng  and
      Li, Lihong  and
      Yin, Bing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1540/",
    pages = "33364--33381",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mourad-jarrar-2026-adabner,
    title = "{A}dab{NER}: {A}rabic Digital Archive Books with Nested Entity Recognition",
    author = "Mourad, Aya  and
      Jarrar, Mustafa",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1541/",
    pages = "33382--33396",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fu-etal-2026-anchoring,
    title = "Anchoring the Cache: Mitigating Contextual Hallucination in {KV}-Compressed Long-Context Summarization",
    author = "Fu, Yu  and
      Luo, Chen  and
      Valvoda, Josef  and
      Zhang, Xin  and
      Lei, Xuejing  and
      Pan, Xiao  and
      Liu, Hui  and
      Dong, Yue",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1542/",
    pages = "33397--33413",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-neuralfsm,
    title = "{N}eural{FSM}: Adaptive Multi-Agent Coordination via Learning Finite-State Execution Policy",
    author = "Wang, Jiye  and
      Wang, Yu  and
      Li, Jianbin  and
      Yang, Shiduo  and
      Guo, Kenan  and
      Zhao, Yuanhe",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1543/",
    pages = "33414--33436",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hariri-etal-2026-ranking,
    title = "Ranking Reasoning {LLM}s under Test-Time Scaling",
    author = "Hariri, Mohsen  and
      Hinczewski, Michael  and
      Ma, Jing  and
      Chaudhary, Vipin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1544/",
    pages = "33437--33478",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-quantifying,
    title = "Quantifying and Improving the Robustness of Retrieval-Augmented Language Models Against Spurious Features in Grounding Data",
    author = "Yang, Shiping  and
      Wu, Jie  and
      Ding, Wenbiao  and
      Wu, Ning  and
      Liang, Shining  and
      Gong, Ming  and
      Li, Hongzhi  and
      Zhang, Hengyuan  and
      Chang, Angel X  and
      Zhang, Dongmei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1545/",
    pages = "33479--33499",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{qin-etal-2026-cl2gec,
    title = "{CL}$^2${GEC}: A Multi-Discipline Benchmark for Continual Learning in {C}hinese Literature Grammatical Error Correction",
    author = "Qin, Shang  and
      Ye, Jingheng  and
      Li, Yinghui  and
      Zheng, Hai-Tao  and
      Li, Qi  and
      Shan, Jinxiao  and
      Li, Zhixing  and
      Kim, Hong-Gee",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1546/",
    pages = "33500--33521",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-pearl,
    title = "{PEARL}: Self-Evolving Assistant for Time Management with Reinforcement Learning",
    author = "Li, Bingxuan  and
      Kim, Jeonghwan  and
      Qian, Cheng  and
      Chen, Xiusi  and
      Anzenberg, Eitan  and
      Kundapur, Niran  and
      Ji, Heng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1547/",
    pages = "33522--33539",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{teng-etal-2026-beyond,
    title = "Beyond Static Artifacts: An Evolutionary Framework for Synthetic Claim Generation",
    author = "Teng, Yeqing  and
      Si, Jiasheng  and
      Lin, Shuxia  and
      Zhang, Linhai  and
      Zhang, Weiyu  and
      Lu, Wenpeng  and
      Zhou, Deyu  and
      Wu, Xiaoming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1548/",
    pages = "33540--33570",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hu-etal-2026-clonemem,
    title = "{C}lone{M}em: Benchmarking Long-Term Memory for {AI} Clones",
    author = "Hu, Sen  and
      Zhang, Zhiyu  and
      Wei, Yuxiang  and
      Han, Xueran  and
      Tang, Zhenheng  and
      Chen, Ronghao  and
      Wang, Huacan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1549/",
    pages = "33571--33602",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-memory,
    title = "Memory efficiency and resource-rational encoding in sentence processing",
    author = "Xu, Weijie  and
      Dillon, Brian  and
      Futrell, Richard",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1550/",
    pages = "33603--33618",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-prism,
    title = "{PRISM}: Probing Reasoning, Instruction, and Source Memory in {LLM} Hallucinations",
    author = "Wu, Yuhe  and
      Wang, Guangyu  and
      Chen, Yuran  and
      Zhang, Jiatong  and
      Zhang, Yutong  and
      Chen, Yujie  and
      Shang, Jiaming  and
      Zhang, Guang  and
      Liu, Zhuang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1551/",
    pages = "33619--33656",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{dipta-etal-2026-vc,
    title = "{VC}-Inspector: Advancing Reference-free Evaluation of Video Captions with Factual Analysis",
    author = "Dipta, Shubhashis Roy  and
      Wu, Tz-Ying  and
      Tripathi, Subarna",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1552/",
    pages = "33657--33672",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{riley-etal-2026-mqm,
    title = "{MQM} Re-Annotation: A Technique for Collaborative Evaluation of Machine Translation",
    author = "Riley, Parker  and
      Deutsch, Daniel  and
      Finkelstein, Mara  and
      DiIanni, Colten  and
      Juraska, Juraj  and
      Freitag, Markus",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1553/",
    pages = "33673--33684",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{verma-etal-2026-multilingual,
    title = "Multilingual Language Models Encode Script Over Linguistic Structure",
    author = "Verma, Aastha A K  and
      Chatterjee, Anwoy  and
      Gupta, Mehak  and
      Chakraborty, Tanmoy",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1554/",
    pages = "33685--33719",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chang-bafna-2026-chikhapo,
    title = "{C}hi{K}ha{P}o: A Large-Scale Multilingual Benchmark for Evaluating Lexical Comprehension and Generation in Large Language Models",
    author = "Chang, Emily  and
      Bafna, Niyati",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1555/",
    pages = "33720--33754",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{weng-etal-2026-unidatabench,
    title = "{U}ni{D}ata{B}ench: Evaluating Data Analytics Agents Across Structured and Unstructured Data",
    author = "Weng, Han  and
      Liu, Zhou  and
      Song, Yuanfeng  and
      Yin, Xiaoming  and
      Chen, Xing  and
      Zhang, Wentao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1556/",
    pages = "33755--33780",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-beyond-code,
    title = "Beyond Code Pairs: Dialogue-Based Data Generation for {LLM} Code Translation",
    author = "Chen, Le  and
      Xu, Nuo  and
      Chen, Winson  and
      Lei, Bin  and
      Lin, Pei-Hung  and
      Zhou, Dunzhi  and
      Thakur, Rajeev  and
      Ding, Caiwen  and
      Jannesari, Ali  and
      Liao, Chunhua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1557/",
    pages = "33781--33803",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ha-etal-2026-mm,
    title = "{MM}-{P}oison{RAG}: Disrupting Multimodal {RAG} with Local and Global Knowledge Poisoning Attacks",
    author = "Ha, Hyeonjeong  and
      Zhan, Qiusi  and
      Kim, Jeonghwan  and
      Bralios, Dimitrios  and
      Sanniboina, Saikrishna  and
      Peng, Nanyun  and
      Chang, Kai-Wei  and
      Kang, Daniel  and
      Ji, Heng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1558/",
    pages = "33804--33826",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yun-kim-2026-itercomp,
    title = "{I}ter{COMP}: Reasoning-aware Adaptive Prompt Compression for Multi-hop Question Answering",
    author = "Yun, JungMin  and
      Kim, YoungBin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1559/",
    pages = "33827--33840",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{luo-etal-2026-llms,
    title = "Do {LLM}s Really Memorize Personally Identifiable Information? Revisiting {PII} Leakage with a Cue-Controlled Memorization Framework",
    author = "Luo, Xiaoyu  and
      Chen, Yiyi  and
      Li, Qiongxiu  and
      Bjerva, Johannes",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1560/",
    pages = "33841--33861",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-observations,
    title = "Observations and Remedies for Large Language Model Bias in Self-Consuming Performative Loop",
    author = "Wang, Yaxuan  and
      Cai, Zhongteng  and
      Bao, Yujia  and
      Zhang, Xueru  and
      Liu, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1561/",
    pages = "33862--33882",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ding-zhao-2026-rag,
    title = "{RAG}-on-a-Diet: A Reinforcement Learning-Based Dynamic Resource Optimization Framework for {RAG}",
    author = "Ding, Hongwen  and
      Zhao, Yizheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1562/",
    pages = "33883--33904",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{guo-etal-2026-mtsql,
    title = "{MTSQL}-R1: Towards Long-Horizon Multi-Turn Text-to-{SQL} via Agentic Training",
    author = "Guo, Taicheng  and
      Wang, Hai  and
      Liu, Chaochun  and
      Golalikhani, Mohsen  and
      Chen, Xin  and
      Zhang, Xiangliang  and
      Reddy, Chandan K.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1563/",
    pages = "33905--33938",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{golazizian-etal-2026-subjectivity,
    title = "The Subjectivity of Respect in Police Traffic Stops: Modeling Community Perspectives in Body-Worn Camera Footage",
    author = "Golazizian, Preni  and
      Rahmati, Elnaz  and
      Trager, Jackson  and
      Sourati, Zhivar  and
      Ghazizadeh, Nona  and
      Chochlakis, Georgios  and
      Alcocer, Jose J.  and
      Bennett, Kerby  and
      Devnani, Aarya Vijay  and
      Hejabi, Parsa  and
      Muttram, Harry G.  and
      Padte, Akshay Kiran  and
      Saadatinia, Mehrshad  and
      Wu, Chenhao  and
      Ziabari, Alireza Salkhordeh  and
      Sierra-Ar{\textbackslash}'evalo, Michael  and
      Weller, Nicholas  and
      Narayanan, Shrikanth  and
      Graham, Benjamin A.t.  and
      Dehghani, Morteza",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1564/",
    pages = "33939--33961",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hasan-etal-2026-llm,
    title = "{LLM}-Based Multi-Task {B}angla Hate Speech Detection: Type, Severity, and Target",
    author = "Hasan, Md Arid  and
      Alam, Firoj  and
      Hossain, Md Fahad  and
      Naseem, Usman  and
      Ahmed, Syed Ishtiaque",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1565/",
    pages = "33962--33980",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xia-etal-2026-mmscicode,
    title = "{MMS}ci{C}ode: Real-world Evaluation of Multilingual Multi-Discipline Scientific Research Coding",
    author = "Xia, Xue  and
      Yang, Zheyuan  and
      Cohan, Arman  and
      Zhao, Yilun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1566/",
    pages = "33981--33999",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-cura,
    title = "{CURA}: Clinical Uncertainty Risk Alignment for Language Model{--}Based Risk Prediction",
    author = "Wang, Sizhe  and
      Xu, Ziqi  and
      Najjuuko, Claire  and
      Alba, Charles  and
      Lu, Chenyang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1567/",
    pages = "34000--34018",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chang-etal-2026-unlocking,
    title = "Unlocking the Black Box of Latent Reasoning: An Interpretability-Guided Approach to Intervention",
    author = "Chang, Shuochen  and
      Bai, Tong  and
      Zhang, Xiaofeng  and
      Ma, Qianli  and
      Liu, Qingyang  and
      Liao, Zhaohe  and
      Miao, Yibo  and
      Niu, Li",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1568/",
    pages = "34019--34032",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{deng-etal-2026-ethicmind,
    title = "{E}thic{M}ind: A Risk-Aware Framework for Ethical-Emotional Alignment in Multi-Turn Dialogue",
    author = "Deng, Jiawen  and
      Li, Wei  and
      Zhang, Wentao  and
      Jiao, Ziyun  and
      Ren, Fuji",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1569/",
    pages = "34033--34050",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-resolving,
    title = "Resolving the Security-Auditability Dilemma with Auditable Latent Chain-of-Thought Alignment",
    author = "Wang, Guan  and
      Zhou, Biyu  and
      Tang, Xuehai  and
      Han, Jizhong  and
      Hu, Songlin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1570/",
    pages = "34051--34067",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{luo-etal-2026-art,
    title = "{ART}: Attention Replacement Technique to Improve Factuality in {LLM}s",
    author = "Luo, Ziqin  and
      Quan, Yihao  and
      Zhang, Xiaofeng  and
      Yuan, Xiaosong  and
      Shen, Chen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1571/",
    pages = "34068--34078",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-thinking,
    title = "More Thinking, Less Talking: Internalizing Deliberative Safety into {LLM} Parameters",
    author = "Wang, Guan  and
      Tang, Xuehai  and
      Zhou, Biyu  and
      Han, Jizhong  and
      Hu, Songlin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1572/",
    pages = "34079--34094",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-toolscope,
    title = "{T}ool{S}cope: Enhancing {LLM} Agent Tool Use through Tool Merging and Context-Aware Filtering",
    author = "Liu, Marianne Menglin  and
      Garcia, Daniel  and
      Parllaku, Fjona  and
      Upadhyay, Vikas  and
      Shah, Fahad  and
      Roth, Dan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1573/",
    pages = "34095--34119",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lee-etal-2026-prints,
    title = "{PRI}n{TS}: Reward Modeling for Long-Horizon Information Seeking",
    author = "Lee, Jaewoo  and
      Prasad, Archiki  and
      Chen, Justin  and
      Khan, Zaid  and
      Stengel-Eskin, Elias  and
      Bansal, Mohit",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1574/",
    pages = "34120--34138",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kaplan-etal-2026-follow,
    title = "Follow the Flow: On Information Flow Across Textual Tokens in Text-to-Image Models",
    author = "Kaplan, Guy  and
      Toker, Michael  and
      Reif, Yuval  and
      Belinkov, Yonatan  and
      Schwartz, Roy",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1575/",
    pages = "34139--34157",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{piper-etal-2026-fiction,
    title = "Fiction Flows: A Replication and Reinterpretation of Narrative Sequentiality",
    author = "Piper, Andrew  and
      Hamilton, Sil  and
      Zhou, Haiqi  and
      Pianzola, Federico",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1576/",
    pages = "34158--34174",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{arif-etal-2026-conjunctive,
    title = "Conjunctive Prompt Attacks in Multi-Agent {LLM} Systems",
    author = "Arif, Nokimul Hasan  and
      Lou, Qian  and
      Zheng, Mengxin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1577/",
    pages = "34175--34191",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jhang-etal-2026-evaluating,
    title = "Evaluating Visual Narrative Coherence in Story Visualization via Diversified Storylines",
    author = "Jhang, Minha  and
      Park, Kyeongman  and
      Koh, Hyukhun  and
      Jung, Kyomin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1578/",
    pages = "34192--34207",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mi-etal-2026-rethinking,
    title = "Rethinking the Idiomaticity Decomposability Hypothesis: Evidence from Distributional Learning",
    author = "Mi, Maggie  and
      Atefi, Golzar  and
      Yamaguchi, Atsuki  and
      Gers, Felix  and
      Villavicencio, Aline  and
      Moosavi, Nafise Sadat",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1579/",
    pages = "34208--34229",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{niyigaba-etal-2026-kinyaprop,
    title = "{K}inya{P}rop: Fine-Grained Propaganda Annotation in {K}inyarwanda",
    author = "Niyigaba, Manzi Fabrice  and
      Yang, Ivory  and
      Vosoughi, Soroush",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1580/",
    pages = "34230--34243",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tseng-etal-2026-revisiting,
    title = "Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation",
    author = "Tseng, Wei-Cheng  and
      Zhou, Xuanru  and
      Huo, Mingyue  and
      Shao, Yiwen  and
      Zhang, Hao  and
      Yu, Dong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1581/",
    pages = "34244--34263",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mothukuri-parizi-2026-trajectory,
    title = "Trajectory Signatures of Deception in Large Language Models",
    author = "Mothukuri, Viraaji  and
      Parizi, Reza M.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1582/",
    pages = "34264--34276",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kambhatla-etal-2026-improving,
    title = "Improving the Distributional Alignment of {LLM}s using Supervision",
    author = "Kambhatla, Gauri  and
      Gautam, Sanjana  and
      Zhang, Angela  and
      Liu, Alexander  and
      Srinivasan, Ravi  and
      Li, Junyi Jessy  and
      Lease, Matthew",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1583/",
    pages = "34277--34305",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{nghiem-etal-2026-smarter,
    title = "{SMARTER}: A Data-efficient Framework to Improve Toxicity Detection with Explanation via Self-augmenting Large Language Models",
    author = "Nghiem, Huy  and
      Sachdeva, Advik  and
      Iii, Hal Daum{\textbackslash}'e",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1584/",
    pages = "34306--34332",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-gameplayqa,
    title = "{G}ameplay{QA}: A Benchmarking Framework for Decision-Dense {POV}-Synced Multi-Video Understanding of 3{D} Virtual Agents",
    author = "Wang, Yunzhe  and
      Xu, Runhui  and
      Zheng, Kexin  and
      Zhang, Tianyi  and
      Kogundi, Jayavibhav Niranjan  and
      Hans, Soham  and
      Ustun, Volkan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1585/",
    pages = "34333--34355",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-deepfact,
    title = "{D}eep{F}act: Co-Evolving Benchmarks and Agents for Deep Research Factuality",
    author = "Huang, Yukun  and
      Ribeiro, Leonardo F. R.  and
      Hardalov, Momchil  and
      Dhingra, Bhuwan  and
      Dreyer, Markus  and
      Saligrama, Venkatesh",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1586/",
    pages = "34356--34386",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{dai-etal-2026-r1,
    title = "R1-{RE}: Cross-Domain Relation Extraction with {RLVR}",
    author = "Dai, Runpeng  and
      Zheng, Tong  and
      Yang, Run  and
      Yu, Kaixian  and
      Zhu, Hongtu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1587/",
    pages = "34387--34401",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liang-etal-2026-training,
    title = "Training {LLM}s for Divide-and-Conquer Reasoning Elevates Test-Time Scalability",
    author = "Liang, Xiao  and
      Li, Zhong-Zhi  and
      Lin, Zhenghao  and
      Jiang, Eric Hanchen  and
      Zhang, Hengyuan  and
      Shen, Yelong  and
      Chang, Kai-Wei  and
      Wu, Ying Nian  and
      Gong, Yeyun  and
      Chen, Weizhu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1588/",
    pages = "34402--34427",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{theologitis-etal-2026-claimdb,
    title = "{C}laim{DB}: A Fact Verification Benchmark over Large Structured Data",
    author = "Theologitis, Michael  and
      Dammu, Preetam Prabhu Srikar  and
      Shah, Chirag  and
      Suciu, Dan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1589/",
    pages = "34428--34451",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kachwala-etal-2026-plurule,
    title = "{P}lu{R}ule: A Benchmark for Moderating Pluralistic Communities on Social Media",
    author = "Kachwala, Zoher  and
      Truong, Bao Tran  and
      Muralidharan, Rasika  and
      Kwak, Haewoon  and
      An, Jisun  and
      Menczer, Filippo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1590/",
    pages = "34452--34471",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jia-etal-2026-makes,
    title = "What Makes a Good Curriculum? Disentangling the Effects of Data Ordering on {LLM} Mathematical Reasoning",
    author = "Jia, Yaning  and
      Zhang, Chunhui  and
      Diao, Xingjian  and
      Yuan, Xiangchi  and
      Ouyang, Zhongyu  and
      Ma, Chiyu  and
      Vosoughi, Soroush",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1591/",
    pages = "34472--34488",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{heakl-etal-2026-cass,
    title = "{CASS}: Nvidia to {AMD} Transpilation with Data, Models, and Benchmark",
    author = "Heakl, Ahmed  and
      Stahl, Gustavo Bertolo  and
      Hashmi, Sarim  and
      Han, Seung Hun Eddie  and
      Ranjan, Mukul  and
      Kharlamova, Arina  and
      Khan, Salman  and
      Mahmoud, Abdulrahman",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1592/",
    pages = "34489--34508",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{elbadry-etal-2026-sahm,
    title = "{SAHM}: A Benchmark for {A}rabic Financial and Shari{'}ah-Compliant Reasoning",
    author = "Elbadry, Rania  and
      Ahmad, Sarfraz  and
      Heakl, Ahmed  and
      Bouch, Dani  and
      Ahsan, Momina  and
      AlMahri, Muhra  and
      Khalil, Marwa Elsaid  and
      Wang, Yuxia  and
      Lahlou, Salem  and
      Ananiadou, Sophia  and
      Stoyanov, Veselin  and
      Huang, Jimin  and
      Peng, Xueqing  and
      Nakov, Preslav  and
      Xie, Zhuohan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1593/",
    pages = "34509--34536",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{selvaganapathy-nasim-2026-confident,
    title = "Confident, Calibrated, or Complicit: Safety Alignment and Ideological Bias in {LLM} Hate Speech Detection",
    author = "Selvaganapathy, Sanjeevan  and
      Nasim, Mehwish",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1594/",
    pages = "34537--34552",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yin-etal-2026-aligning,
    title = "Aligning Large Language Models via Fully Self-Synthetic Data",
    author = "Yin, Shangjian  and
      Wei, Zhepei  and
      Zhu, Xinyu  and
      Chen, Wei-Lin  and
      Meng, Yu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1595/",
    pages = "34553--34568",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hiraoka-2026-corpus,
    title = "Corpus-Dependent Subcharacter Encoding via {HMM}-Guided Code Assignment",
    author = "Hiraoka, Tatsuya",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1596/",
    pages = "34569--34593",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{arai-ren-2026-drinq,
    title = "{DRI}n{Q}: Evaluating Conversational Implicature with Controlled Context Variation",
    author = "Arai, Hirona Jacqueline  and
      Ren, Xiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1597/",
    pages = "34594--34611",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yin-shi-2026-individual,
    title = "From Individual to Common: An Early Exploration of Consensus in Non-verifiable Data for Balanced Preference Optimization",
    author = "Yin, Shangjian  and
      Shi, Zhouxing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1598/",
    pages = "34612--34630",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gao-etal-2026-rimrule,
    title = "{RIMRULE}: Improving Tool-Using Language Agents via {MDL}-Guided Rule Learning",
    author = "Gao, Xiang  and
      Yao, Yuguang  and
      Zhang, Qi  and
      Dong, Kaiwen  and
      Baidya, Avinash  and
      Guo, Ruocheng  and
      Hasson, Hilaf  and
      Das, Kamalika",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1599/",
    pages = "34631--34646",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-gam,
    title = "{GAM}: Hierarchical Graph-based Agentic Memory for {LLM} Agents",
    author = "Wu, Zhaofen  and
      Zhang, Hanrong  and
      Lin, Fulin  and
      Xu, Wujiang  and
      Xu, Xinran  and
      Chen, Yankai  and
      Zou, Henry Peng  and
      Chen, Shaowen  and
      Zhang, Weizhi  and
      Liu, Xue  and
      Yu, Philip S.  and
      Wang, Hongwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1600/",
    pages = "34647--34664",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-cyphersmith,
    title = "{C}ypher{S}mith: Transforming Text-to-Cypher Generation for {LLM}s with Synthetic Data",
    author = "Zhang, Zeyu  and
      Sun, Kexuan  and
      Tang, Zheng  and
      V{\textbackslash}{''}ockler, Jens-S.  and
      Nguyen, Thien Huu  and
      Vu, Thuy",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1601/",
    pages = "34665--34682",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cui-etal-2026-new,
    title = "New Terms, New Toxicity: Consensus-based {C}hinese Neologism Toxicity Detection via Search-Augmented {LLM}s",
    author = "Cui, Shiyao  and
      Zhang, QingLin  and
      Wang, Di  and
      Lu, Yida  and
      Zhang, Zhexin  and
      Gao, Jinhua  and
      Yang, Jinglin  and
      He, Min  and
      Qiu, Han  and
      Huang, Minlie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1602/",
    pages = "34683--34701",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-atgl,
    title = "{ATGL}: An Adaptive-Threshold Global Loss for Document-level Relation Extraction",
    author = "Xu, Huangming  and
      Zhang, Fu  and
      Yang, Zhixuan  and
      Zhang, Lu  and
      Cheng, Jingwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1603/",
    pages = "34702--34716",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zong-etal-2026-l2dir,
    title = "{L}2{D}ir: Integrating $L\_2$-Norm and Directional Alignment for Unsupervised Contrastive Representation Learning in Multimodal Retrieval",
    author = "Zong, Tianyu  and
      Dai, Rui  and
      Yi, Hongzhu  and
      Wang, Yuanxiang  and
      Zhang, Zhenghao  and
      Guan, Zhenyu  and
      Yang, Yujia  and
      Shi, Bingkang  and
      Ding, Yueyang  and
      Chu, Xiangxiang  and
      Liu, Kaikui  and
      Xu, Jungang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1604/",
    pages = "34717--34740",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gao-etal-2026-towards-intrinsic,
    title = "Towards Intrinsic Interpretability of Large Language Models: A Survey of Design Principles and Architectures",
    author = "Gao, Yutong  and
      Meng, Qinglin  and
      Zhou, Yuan  and
      Pan, Liangming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1605/",
    pages = "34741--34754",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{le-etal-2026-scholawrite,
    title = "{S}chola{W}rite: A Dataset of End-to-End Scholarly Writing",
    author = "Le, Khanh Chi  and
      Wang, Linghe  and
      Lee, Minhwa  and
      Volkov, Ross  and
      Chau, Luan Tuyen  and
      Kang, Dongyeop",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1606/",
    pages = "34755--34788",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ma-etal-2026-deserves,
    title = "What Deserves Memory: Adaptive Memory Distillation for {LLM} Agents",
    author = "Ma, Wenquan  and
      Nan, Jiayan  and
      Wu, WenLong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1607/",
    pages = "34789--34812",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-soaptriage,
    title = "{SOAPT}riage: {SOAP}-Guided Multi-View Clinical Text Modeling Framework for Automated {ESI} Prediction",
    author = "Wang, Enming  and
      Wang, Jianlei  and
      Peng, Xueping  and
      Guan, Hongjiao  and
      Wang, Yinglong  and
      Wei, Sibo  and
      Guo, Jianbin  and
      Xu, Ruifeng  and
      Lu, Wenpeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1608/",
    pages = "34813--34837",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gu-etal-2026-mori,
    title = "{M}o{RI}: Learning Motivation-Grounded Reasoning for Scientific Ideation in Large Language Models",
    author = "Gu, Chenyang  and
      Cheng, Jiahao  and
      Zhang, Meicong  and
      Zheng, Pujun  and
      Zheng, Jinquan  and
      He, Guoxiu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1609/",
    pages = "34838--34869",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kang-etal-2026-wsdpo,
    title = "{WSDPO}: A Generative Word Sense Disambiguation Framework with Chain-of-Thought and Preference Optimization",
    author = "Kang, Kunpeng  and
      Li, Shuaimin  and
      Zhang, Kaiyuan  and
      Zhang, Luyang  and
      Si, Jiasheng  and
      Xu, Bing  and
      Chen, Kehai  and
      Yang, Muyun  and
      Lu, Wenpeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1610/",
    pages = "34870--34889",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-regulatory,
    title = "From Regulatory Approvals to Patents: Cross-Domain Linking for Cardiovascular Device Traceability",
    author = "Yang, Qingqing  and
      Liu, Haijiang  and
      Li, Moyan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1611/",
    pages = "34890--34906",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-trusttable,
    title = "{T}rust{T}able: A Neuro-Symbolic Auditing Framework for Faithful Table {QA}",
    author = "Zhao, Guangzhen  and
      Kong, Dechang  and
      Wu, Tongyu  and
      Dong, Zhenjiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1612/",
    pages = "34907--34934",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{van-nguyen-etal-2026-lizard,
    title = "Lizard: An Efficient Linearization Framework for Large Language Models",
    author = "Van Nguyen, Chien  and
      Nguyen, Huy Huu  and
      Zhang, Ruiyi  and
      Deilamsalehy, Hanieh  and
      Mathur, Puneet  and
      Lai, Viet Dac  and
      Wang, Haoliang  and
      Subramanian, Jayakumar  and
      Rossi, Ryan A.  and
      Bui, Trung  and
      Vlassis, Nikos  and
      Dernoncourt, Franck  and
      Nguyen, Thien Huu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1613/",
    pages = "34935--34948",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-tps,
    title = "{TPS}-Bench: Evaluating {AI} Agents' Tool Planning {\&} Scheduling Abilities in Compounding Tasks",
    author = "Xu, Hanwen  and
      Huang, Xuyao  and
      Liu, Yuzhe  and
      Deng, Zhijie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1614/",
    pages = "34949--34961",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiang-etal-2026-s2s,
    title = "{S}2{S}-Arena: Evaluating Paralinguistic Instruction Following in Speech-to-Speech Models",
    author = "Jiang, Feng  and
      Lin, Zhiyu  and
      Liu, Yiyang  and
      Xue, Liumeng  and
      Bu, Fan  and
      Du, Yuhao  and
      Chen, Xiangying  and
      Wang, Benyou  and
      Li, Haizhou",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1615/",
    pages = "34962--34978",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-llm,
    title = "Can {LLM} Safety Be Ensured by Constraining Parameter Regions?",
    author = "Li, Zongmin  and
      Su, Jian  and
      Benamara, Farah  and
      Sun, Aixin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1616/",
    pages = "34979--35011",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-wang-2026-cityvg,
    title = "{C}ity{VG}: Contrastive Fine-Tuning and Reward-Based Chain-of-Thought Reasoning for Zero-Shot City-Scale 3{D} Visual Grounding",
    author = "Zhang, Jianjun  and
      Wang, Hanli",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1617/",
    pages = "35012--35031",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-e2edev,
    title = "{E}2{ED}ev: Benchmarking Large Language Models in End-to-End Software Development Task",
    author = "Liu, Jingyao  and
      Huang, Chen  and
      Guan, Zhizhao  and
      Lei, Wenqiang  and
      Deng, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1618/",
    pages = "35032--35068",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-reasoning,
    title = "Reasoning While Asking: Transforming Reasoning Large Language Models from Passive Solvers to Proactive Inquirers",
    author = "Chen, Xin  and
      Jiang, Feng  and
      Zhang, Yiqian  and
      Chen, Hardy  and
      Yan, Shuo  and
      Xie, Wenya  and
      Yang, Min  and
      Huang, Shujian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1619/",
    pages = "35069--35090",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{luo-etal-2026-utility,
    title = "Utility-Oriented Visual Evidence Selection for Multimodal Retrieval-Augmented Generation",
    author = "Luo, Weiqing  and
      Hu, Zongye  and
      Wang, Xiao  and
      Yu, Zhiyuan  and
      Zhang, Haofeng  and
      Huang, Ziyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1620/",
    pages = "35091--35124",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zheng-etal-2026-mitigating,
    title = "Mitigating Selection Bias in Large Language Models via Permutation-Aware {GRPO}",
    author = "Zheng, Jinquan  and
      Yuan, Jia  and
      Yao, Jiacheng  and
      Gu, Chenyang  and
      Zheng, Pujun  and
      He, Guoxiu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1621/",
    pages = "35125--35143",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-kg,
    title = "{KG}-{V}i{P}: Bridging Knowledge Grounding and Visual Perception in Multi-modal {LLM}s for Visual Question Answering",
    author = "Li, Zhiyang  and
      Ke, Ao  and
      Cao, Yukun  and
      Xie, Xike",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1622/",
    pages = "35144--35157",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xiang-etal-2026-reinforcement,
    title = "Reinforcement Learning{--}Guided Adaptive Tuning for Out-of-Distribution Harmful Text Detection",
    author = "Xiang, Mengyu  and
      Chen, Tinghao  and
      Han, Boxu  and
      Li, Qiudan  and
      Wu, Shu  and
      Zeng, Daniel Dajun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1623/",
    pages = "35158--35174",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-soar,
    title = "{SOAR}: Supervision from Observation for Agentic Reinforcement Learning",
    author = "Li, Meng  and
      Li, Lei  and
      Wang, Xiting  and
      Yuan, Yi  and
      Wei, Zheng  and
      Brucebian  and
      Li, Zang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1624/",
    pages = "35175--35197",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-business,
    title = "Business as Rulesual: A Benchmark and Framework for Business Rule Flow Modeling with {LLM}s",
    author = "Yang, Chen  and
      Xu, Ruping  and
      Li, Ruizhe  and
      Cao, Bin  and
      Fan, Jing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1625/",
    pages = "35198--35220",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-specializing,
    title = "Specializing Large Models for Oracle Bone Script Interpretation via Component-Grounded Multimodal Knowledge Augmentation",
    author = "Zhang, Jianing  and
      Li, Runan  and
      Pang, Honglin  and
      Xia, Ding  and
      Zhu, Zhou  and
      Zhang, Qian  and
      Li, Chuntao  and
      Yang, Xi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1626/",
    pages = "35221--35236",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yue-etal-2026-hypermem,
    title = "{H}yper{M}em: Hypergraph Memory for Long-Term Conversations",
    author = "Yue, Juwei  and
      Hu, Chuanrui  and
      Sheng, Jiawei  and
      Zhou, Zuyi  and
      Zhang, Wenyuan  and
      Liu, Tingwen  and
      Guo, Li  and
      Deng, Yafeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1627/",
    pages = "35237--35254",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-lelora,
    title = "{L}e{L}o{RA}: Learnable Low-Rank Adaptation of Large Language Models",
    author = "Zhou, Xiaoling  and
      Zhang, Mingjie  and
      Lee, Zhemg  and
      Ye, Wei  and
      Zhang, Shikun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1628/",
    pages = "35255--35273",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gao-etal-2026-gated,
    title = "Gated Tree Cross-Attention for Checkpoint-Compatible Syntax Injection in Decoder-Only {LLM}s",
    author = "Gao, Xinyu  and
      Wang, Shaonan  and
      Ding, Nai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1629/",
    pages = "35274--35288",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jin-etal-2026-diningbench,
    title = "{D}ining{B}ench: A Hierarchical Multi-view Benchmark for Perception and Reasoning in the Dietary Domain",
    author = "Jin, Song  and
      Zhang, Juntian  and
      Zhang, Xun  and
      Tian, Zeying  and
      Jiang, Fei  and
      Yin, Guojun  and
      Lin, Wei  and
      Liu, Yong  and
      Yan, Rui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1630/",
    pages = "35289--35310",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{van-nguyen-etal-2026-octopus,
    title = "Octopus: Gated Selective Attention for Memory-Bounded Long-Context Inference in Large Language Models",
    author = "Van Nguyen, Chien  and
      Rossi, Ryan A.  and
      Van, Linh Ngo  and
      Dernoncourt, Franck  and
      Nguyen, Thien Huu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1631/",
    pages = "35311--35323",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-safety,
    title = "{SAME}: Safety-Aware Model Editing Guided by Safety Transformation",
    author = "Wang, Jiayi  and
      Wang, Shipeng  and
      Wu, Ji  and
      Sun, Jian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1632/",
    pages = "35324--35343",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{inostroza-etal-2026-cat,
    title = "Where the Cat Sat: A Multilingual Framework for Spatial Language Understanding",
    author = "Inostroza, Demian  and
      Vylomova, Ekaterina  and
      Kemp, Charles  and
      Carroll, Mae  and
      Li, Wanchun  and
      Mistica, Meladel",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1633/",
    pages = "35344--35362",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-lcma,
    title = "{LCMA}-{SRT}: Language-Conditional Mixture-of-Experts Adapters for Joint Multilingual Speech Recognition and Translation",
    author = "Li, Nanjie  and
      Guo, Xiaoyong  and
      Huang, Hao  and
      Haihua, Xu  and
      Shi, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1634/",
    pages = "35363--35377",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-defgen,
    title = "{D}ef{G}en-Bench: A Benchmark for {C}hinese Criminal Defence Opinion Generation in {L}egal{AI}",
    author = "Zhang, Senbo  and
      Wang, Qiqi  and
      Lou, Fanghao  and
      Chen, Guanyu  and
      Pan, Yihong  and
      Li, Huijia  and
      Liu, Qian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1635/",
    pages = "35378--35392",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{du-etal-2026-escaping,
    title = "Escaping the Echo Trap: On Credit Assignment Failure in Multi-turn {LLM} Self-Reflection",
    author = "Du, Linxuan  and
      Xue, Guangquan  and
      Liang, Xiaobo  and
      Huang, Qipeng  and
      Ding, Yuyang  and
      Shi, Xinyu  and
      Yijun, Zhang  and
      Qi, Ji  and
      Zhu, Wenpeng  and
      Li, Juntao  and
      Zhang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1636/",
    pages = "35393--35405",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-2026-arf,
    title = "{ARF}-{RLHF}: Adaptive Reward-Following for {RLHF} through Emotion-Driven Self-Supervision and Trace-Biased Dynamic Optimization",
    author = "Zhang, Yuxuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1637/",
    pages = "35406--35425",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hou-etal-2026-smart,
    title = "{SMART}: Evaluating {LLM}s' Mathematical Reasoning via a Human Cognitive Process-Inspired Benchmark",
    author = "Hou, Yujie  and
      Wang, Mei  and
      Zhong, Yaoyao  and
      Zhang, Ting  and
      Ma, Xuetao  and
      Huang, Hua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1638/",
    pages = "35426--35452",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yin-etal-2026-decentralized,
    title = "Decentralized Arena: Towards Democratic and Scalable Automatic Evaluation of Language Models",
    author = "Yin, Yanbin  and
      Zhou, Kun  and
      Wang, Zhen  and
      Zhang, Xiangdong  and
      Shao, Yifei  and
      Hao, Shibo  and
      Gu, Yi  and
      Liu, Jieyuan  and
      Singla, Somanshu  and
      Liu, Tianyang  and
      Xing, Eric P.  and
      Liu, Zhengzhong  and
      Jin, Haojian  and
      Hu, Zhiting",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1639/",
    pages = "35453--35469",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{song-etal-2026-lbllm,
    title = "{LBLLM}: Lightweight Binarization of Large Language Models via Three-Stage Distillation",
    author = "Song, Siqing  and
      Wang, Chuang  and
      Lang, Yong  and
      Yang, Yi  and
      Zhang, Xu-Yao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1640/",
    pages = "35470--35484",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-sedev,
    title = "{S}e{D}ev: Structured Semantic Exploration for {LLM}-Driven Code Generation",
    author = "Yang, Ronghui  and
      Liu, Jie  and
      Zeng, Jiajie  and
      Wang, Jiexin  and
      Jiang, Jiuchuan  and
      An, Bo  and
      Cai, Yi  and
      Zhao, Mengchen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1641/",
    pages = "35485--35512",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-evm,
    title = "{EVM}-{Q}uest{B}ench: An Execution-Grounded Benchmark for Natural-Language Transaction Code Generation",
    author = "Yang, Pei  and
      Chen, Wanyi  and
      Wang, Ke  and
      Ai, Lynn  and
      Yang, Eric  and
      Shi, Tianyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1642/",
    pages = "35513--35529",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-tiger,
    title = "{TIGER}: Text-Informed Generalized Enzyme-Reaction Retrieval",
    author = "Zhang, Yuhang  and
      Ding, Keyan  and
      Chen, Peilin  and
      Liu, Han  and
      Lin, Can  and
      Chen, Ruixi  and
      Wang, Shiqi  and
      Song, Qi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1643/",
    pages = "35530--35548",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{luo-etal-2026-museg,
    title = "{MUSEG}: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding",
    author = "Luo, Fuwen  and
      Lou, Shengfeng  and
      Chen, Chi  and
      Wang, Ziyue  and
      Li, Chenliang  and
      Shen, Weizhou  and
      Guo, Jiyue  and
      Li, Peng  and
      Yan, Ming  and
      Zhang, Ji  and
      Huang, Fei  and
      Liu, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1644/",
    pages = "35549--35561",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-user,
    title = "User Perceptions vs. Proxy {LLM} Judges: Privacy and Helpfulness in {LLM} Responses to Privacy-Sensitive Scenarios",
    author = "Wu, Xiaoyuan  and
      Kaushik, Roshni  and
      Li, Wenkai  and
      Bauer, Lujo  and
      Onoue, Koichi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1645/",
    pages = "35562--35579",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{raj-etal-2026-harpo,
    title = "{HARPO}: Hierarchical Agentic Reasoning for User-Aligned Conversational Recommendation",
    author = "Raj, Subham  and
      Jha, Aman Vaibhav  and
      Anand, Mayank  and
      Saha, Sriparna",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1646/",
    pages = "35580--35599",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-shopsimulator,
    title = "{S}hop{S}imulator: Evaluating and Exploring {RL}-Driven {LLM} Agent for Shopping Assistants",
    author = "Wang, Pei  and
      Wu, Yanan  and
      Song, Xiaoshuai  and
      Wang, Weixun  and
      Chen, Gengru  and
      Li, Zhongwen  and
      Yan, Kezhong  and
      Liu, Qi  and
      Deng, Ken  and
      Zhao, Shuaibing  and
      Xiong, Shaopan  and
      Liu, Xuepeng  and
      Chen, Xuefeng  and
      Deng, Wanxi  and
      Su, Wenbo  and
      Zheng, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1647/",
    pages = "35600--35619",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liao-etal-2026-nl,
    title = "{NL} $\Rightarrow$ Schedule: Evaluate Multitask Scheduling Capability of Large Language Models",
    author = "Liao, Wenrui  and
      Du, Weihong  and
      Li, Yi  and
      Liang, Hongru  and
      Lei, Wenqiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1648/",
    pages = "35620--35640",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{he-etal-2026-sliceformer,
    title = "{SLICEFORMER}: Static Program Slicing Using Language Models With Dataflow-Aware Pretraining and Constrained Decoding",
    author = "He, Pengfei  and
      Wang, Shaowei  and
      Chen, Tse-Hsun  and
      Asaduzzaman, Muhammad",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1649/",
    pages = "35641--35652",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{qi-etal-2026-scope,
    title = "{SCOPE}: Boosting {LLM} Efficiency with Scoped Position Encoding",
    author = "Qi, Qingguo  and
      Chen, Hongyang  and
      Li, Zhao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1650/",
    pages = "35653--35673",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-debate,
    title = "Debate-of-Thoughts: Resolving Knowledge Conflicts in {LLM}s Through Internal Deliberation",
    author = "Li, Guocong  and
      Hu, Qirui  and
      Wang, Ping  and
      Zhang, Guofeng  and
      Wu, Jian  and
      Xu, Hongxia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1651/",
    pages = "35674--35696",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{duan-etal-2026-projecting,
    title = "Projecting Out the Malice: A Global Subspace Approach to {LLM} Detoxification",
    author = "Duan, Zenghao  and
      Yin, Zhiyi  and
      Shi, Zhichao  and
      Pang, Liang  and
      Jing, Shaoling  and
      Huang, Zihe  and
      Wu, Jiayi  and
      Yan, Yu  and
      Deng, Jingcheng  and
      Shen, Huawei  and
      Cheng, Xueqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1652/",
    pages = "35697--35719",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-local,
    title = "From Local to Global: Revisiting Structured Pruning Paradigms for Large Language Models",
    author = "Wang, Ziyan  and
      Diao, Enmao  and
      Le, Qi  and
      Wang, Pu  and
      Lee, Minwoo  and
      Yeh, Shu-ping  and
      Stupachenko, Evgeny  and
      Feng, Hao  and
      Yang, Li",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1653/",
    pages = "35720--35739",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gosai-etal-2026-audio,
    title = "Audio {M}ulti{C}hallenge: A Multi-Turn Evaluation of Spoken Dialogue Systems on Natural Human Interaction",
    author = "Gosai, Advait  and
      Vuong, Tyler  and
      Tyagi, Utkarsh  and
      Li, Steven  and
      You, Wenjia  and
      Bavare, Miheer  and
      U{\textbackslash}c{\{}c{\}}ar, Arda  and
      Fang, Zhongwang  and
      Jang, Brian  and
      Liu, Bing  and
      He, Yunzhong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1654/",
    pages = "35740--35770",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{long-etal-2026-genomeqa,
    title = "{G}enome{QA}: Benchmarking General Large Language Models for Genome Sequence Understanding",
    author = "Long, Weicai  and
      Hou, Yusen  and
      Feng, Junning  and
      su, Houcheng  and
      Yang, Shuo  and
      Xie, Donglin  and
      Zhang, Yanlin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1655/",
    pages = "35771--35792",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fu-etal-2026-videostir,
    title = "{V}ideo{S}tir: Understanding Long Videos via Spatio-Temporally Structured and Intent-Aware {RAG}",
    author = "Fu, Honghao  and
      Xu, Miao  and
      Wang, Yiwei  and
      Zhang, Dailing  and
      Liu, Jun  and
      Cai, Yujun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1656/",
    pages = "35793--35805",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ginn-etal-2026-massively,
    title = "Massively Multilingual Joint Segmentation and Glossing",
    author = "Ginn, Michael  and
      Tjuatja, Lindia  and
      Rice, Enora  and
      Marashian, Ali  and
      Valentini, Maria  and
      Xu, Jasmine  and
      Neubig, Graham  and
      Palmer, Alexis",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1657/",
    pages = "35806--35820",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-texocr,
    title = "{T}ex{OCR}: Advancing Document {OCR} Models for Compilable Page-to-{L}a{T}e{X} Reconstruction",
    author = "Wang, Chengye  and
      Fu, Lin  and
      Kuang, Zexi  and
      Zhao, Yilun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1658/",
    pages = "35821--35845",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fan-etal-2026-llm,
    title = "If an {LLM} Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in {LLM}s",
    author = "Fan, Siqi  and
      Huang, Xiusheng  and
      Yao, Yiqun  and
      Fang, Xuezhi  and
      Liu, Kang  and
      Han, Peng  and
      Shang, Shuo  and
      Sun, Aixin  and
      Wang, Yequan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1659/",
    pages = "35846--35858",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-graph,
    title = "Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language Models",
    author = "Liu, Runxuan  and
      Ou, Xianhao  and
      Ma, Xinyan  and
      Wang, Jiyuan  and
      Liang, Jiafeng  and
      Li, Jiaqi  and
      He, Tao  and
      Chu, Zheng  and
      Mu, Rongchuan  and
      Wang, Zekun  and
      Wang, Baoxin  and
      Wu, Dayong  and
      Liu, Ming  and
      Wang, Shijin  and
      Hu, Guoping  and
      Qin, Bing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1660/",
    pages = "35859--35881",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yuan-etal-2026-llm,
    title = "{LLM}-Powered Benchmark Factory: Reliable, Generic, and Efficient",
    author = "Yuan, Peiwen  and
      Feng, Shaoxiong  and
      Li, Yiwei  and
      Wang, Xinglin  and
      Zhang, Yueqi  and
      Shi, Jiayi  and
      Tan, Chuyi  and
      Pan, Boyuan  and
      Hu, Yao  and
      Li, Kan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1661/",
    pages = "35882--35903",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{peng-etal-2026-cosmos,
    title = "{COSMOS}: Connectivity-Oriented Submodular Maximization for Optimal Subgraph Retrieval",
    author = "Peng, Boci  and
      Liu, Xiao  and
      Hu, Boren  and
      Zhu, Yun  and
      Fan, Xuanbo  and
      Yue, Yanwei  and
      Yang, Chunyu  and
      Zhang, Yan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1662/",
    pages = "35904--35924",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zeng-etal-2026-attn,
    title = "Attn-{GS}: Attention-Guided Context Compression for Efficient Personalized {LLM}s",
    author = "Zeng, Shenglai  and
      Zheng, Tianqi  and
      Tian, Chuan  and
      Everaert, Dante  and
      Wang, Yau-Shian  and
      Huang, Yupin  and
      Morais, Michael J.  and
      Patki, Rohit  and
      Tian, Jinjin  and
      Dai, Xinnan  and
      Guo, Kai  and
      Cheng, Monica Xiao  and
      Liu, Hui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1663/",
    pages = "35925--35946",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chakma-etal-2026-structured,
    title = "Structured Semantic Information Helps Retrieve Better Examples for In-Context Learning Applied to Few-Shot Relation Extraction",
    author = "Chakma, Aunabil  and
      Surdeanu, Mihai  and
      Blanco, Eduardo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1664/",
    pages = "35947--35971",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{bu-etal-2026-dud,
    title = "{DUD}: Decoupled Update Dynamics for Reliable Uncertainty Quantification in Large Language Models",
    author = "Bu, Yixin  and
      Xia, Runze  and
      Zou, Guanyun  and
      Ji, Yupeng  and
      Dai, Hongliang  and
      Liu, Haodong  and
      Li, Piji",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1665/",
    pages = "35972--35993",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-jurisbench,
    title = "{J}uris{B}ench: A Deep Benchmark for Assessing Large Language Models in Professional Legal Practice",
    author = "Chen, Ziang  and
      Li, Guannan  and
      Ji, Fanlin  and
      Kang, Yipeng  and
      Li, Jiaqi  and
      Zhang, Muhan  and
      Zhang, Yangtao  and
      Tianjiao, Li  and
      Wang, Jiannan  and
      Guo, Xin  and
      Zhu, Song-Chun  and
      Ling, Bin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1666/",
    pages = "35994--36018",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yuan-etal-2026-lecode,
    title = "{L}e{C}o{D}e: A Benchmark Dataset for Interactive Legal Consultation Dialogue Evaluation",
    author = "Yuan, Weikang  and
      Song, Kaisong  and
      Jiang, Zhuoren  and
      Cao, Junjie  and
      Zhang, Yujie  and
      Lin, Jun  and
      Kuang, Kun  and
      Zhang, Ji  and
      Liu, Xiaozhong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1667/",
    pages = "36019--36048",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-meter,
    title = "{METER}: Evaluating Multi-Level Contextual Causal Reasoning in Large Language Models",
    author = "Li, Pengfeng  and
      Huang, Chen  and
      Hao, Chaoqun  and
      Chen, Hongyao  and
      Wei, Xiao-Yong  and
      Lei, Wenqiang  and
      Ng, See-Kiong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1668/",
    pages = "36049--36073",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lyu-etal-2026-personalalign,
    title = "{P}ersonal{A}lign: Hierarchical Implicit Intent Alignment for Personalized {GUI} Agent with Long-Term User-Centric Records",
    author = "Lyu, Yibo  and
      Chen, Gongwei  and
      Shao, Rui  and
      Guan, Weili  and
      Nie, Liqiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1669/",
    pages = "36074--36089",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{men-etal-2026-empowering,
    title = "Empowering {GUI} Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning",
    author = "Men, Tianyi  and
      Jin, Zhuoran  and
      Cao, Pengfei  and
      Chen, Yubo  and
      Liu, Kang  and
      Zhao, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1670/",
    pages = "36090--36108",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-excuse,
    title = "``Excuse me, may {I} say something...'' {C}o{L}ab{S}cience, A Proactive {AI} Assistant for Biomedical Discovery and {LLM}-Expert Collaborations",
    author = "Wu, Yang  and
      Yu, Jinhong  and
      Xiong, Jingwei  and
      Tao, Zhimin  and
      Liu, Xiaozhong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1671/",
    pages = "36109--36129",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-knowledge,
    title = "Knowledge-driven Augmentation and Retrieval for Integrative Temporal Adaptation",
    author = "Liu, Weisi  and
      Han, Guangzeng  and
      Huang, Xiaolei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1672/",
    pages = "36130--36143",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-sad,
    title = "{SAD}: A Large-Scale Strategic Argumentative Dialogue Dataset",
    author = "Liu, YongKang  and
      Yu, Jiayang  and
      Wang, Mingyang  and
      Zhang, Yiqun  and
      Nie, Ercong  and
      Feng, Shi  and
      Wang, Daling  and
      Song, Kaisong  and
      Schuetze, Hinrich",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1673/",
    pages = "36144--36164",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jeon-lee-2026-picture,
    title = "{PICTURE}: Enhancing Theory-of-Mind in Large Language Models by Revealing, Not Hiding, Characters' Lack of Knowledge",
    author = "Jeon, Eojin  and
      Lee, SangKeun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1674/",
    pages = "36165--36192",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-union,
    title = "Union-of-Experts: Neurons in Mixture-of-Experts are Secretly Routers",
    author = "Wu, Songhao  and
      Lv, Ang  and
      Xie, Ruobing  and
      Sun, Samm  and
      Wang, Di  and
      Yan, Rui  and
      Lin, Yankai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1675/",
    pages = "36193--36206",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{qin-etal-2026-reflectrm,
    title = "{R}eflect{RM}: Boosting Generative Reward Models via Self-Reflection within a Unified Judgment Framework",
    author = "Qin, Kai  and
      Liu, Liangxin  and
      Liang, Yu  and
      Wang, Longzheng  and
      Wangyan  and
      Yueyang, Zhang  and
      Xia, Long  and
      Sun, Zhiyuan  and
      Liu, Houde  and
      Shi, Daiting",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1676/",
    pages = "36207--36223",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hua-etal-2026-sql,
    title = "{SQL}-Trail: Multi-Turn Reinforcement Learning with Interleaved Feedback for Text-to-{SQL}",
    author = "Hua, Harper  and
      Han, Zhen  and
      Shen, Zhengyuan  and
      Lee, Meng-Chieh  and
      Guan, Sheng  and
      Zhu, Qi  and
      Jeoung, Sullam  and
      Chen, Yueyan  and
      Bai, Yunfei  and
      Wang, Shuai  and
      Ioannidis, Vassilis N.  and
      Rangwala, Huzefa",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1677/",
    pages = "36224--36246",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-bootstrapping,
    title = "Bootstrapping Code Translation with Weighted Multilanguage Exploration",
    author = "Wu, Yuhan  and
      Zhang, Huan  and
      Cheng, Wei  and
      Shen, Chen  and
      Yang, Jingyue  and
      Hu, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1678/",
    pages = "36247--36259",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-flow,
    title = "Flow-Based Page Unique Semantic Mapping Architecture for Document Visual Question Answering",
    author = "Wang, Haosen  and
      Xiao, Jing  and
      Du, Chaochao  and
      Zhang, Xiaowang  and
      Feng, Zhiyong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1679/",
    pages = "36260--36280",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zheng-etal-2026-pub,
    title = "Pub-{L}aw{B}ench: Public-Oriented Benchmarking for {L}egal{AI}",
    author = "Zheng, Qiaoyu  and
      Ma, Zehan  and
      Zhang, Yijing  and
      Wang, Qiqi  and
      Li, Huijia  and
      Liu, Qian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1680/",
    pages = "36281--36303",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ye-etal-2026-swan,
    title = "{SWAN}: Semantic Watermarking with {A}bstract {M}eaning {R}epresentation",
    author = "Ye, Ziping  and
      Dey, Gourab  and
      Christodoulopoulos, Christos  and
      Peris, Charith  and
      Ramakrishna, Anil  and
      Ruan, Weitong  and
      Galstyan, Aram  and
      Chang, Kai-Wei  and
      Gupta, Rahul  and
      Mehrabi, Ninareh",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1681/",
    pages = "36304--36315",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{guo-etal-2026-turning,
    title = "Turning Failures into Value: Negative Experience Replay for {RLVR} via Confidence Gating and Boundary Failure Sampling",
    author = "Guo, Jialiang  and
      Xiong, Fucheng  and
      He, Xu  and
      Zhao, Haodong  and
      li, Xingyang  and
      Zeng, Ke  and
      Cai, Xunliang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1682/",
    pages = "36316--36334",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-lazyeviction,
    title = "{L}azy{E}viction: Lagged {KV} Eviction with Attention Pattern Observation for Efficient Long Reasoning",
    author = "Zhang, Haoyue  and
      Zhang, Hualei  and
      Ma, Xiaosong  and
      Zhang, Jie  and
      Guo, Song",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1683/",
    pages = "36335--36352",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-diversity,
    title = "Diversity in Unity, Theory in Practice: Hierarchical Multitask Benchmarks for {C}hinese Minority Languages",
    author = "Li, Yijie  and
      Cao, Xi  and
      Sun, Yuan  and
      Minggad, Quulgan  and
      Ablikim, Abdulla  and
      Wang, Jia Qing Cai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1684/",
    pages = "36353--36373",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kim-etal-2026-langsae,
    title = "{L}ang{SAE} Editing: Improving Multilingual Information Retrieval via Post-hoc Language Identity Removal",
    author = "Kim, Dongjun  and
      Yoon, Jeongho  and
      Park, Chanjun  and
      Lim, Heuiseok",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1685/",
    pages = "36374--36389",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{bhambri-etal-2026-interpretable,
    title = "Interpretable Traces, Unexpected Outcomes: Investigating the Disconnect in Trace-Based Knowledge Distillation",
    author = "Bhambri, Siddhant  and
      Biswas, Upasana  and
      Kambhampati, Subbarao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1686/",
    pages = "36390--36408",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{le-etal-2026-specmind,
    title = "{S}pec{M}ind: Cognitively Inspired, Interactive Multi-Turn Framework for Postcondition Inference",
    author = "Le, Cuong Chi  and
      Pham, Minh V.t.  and
      Vu, Tung D.  and
      Cuong, Van Duc  and
      Huy, Phan Nhat  and
      Hoang, Phan Nhat  and
      Nguyen, Tien N.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1687/",
    pages = "36409--36424",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhu-etal-2026-memorization,
    title = "Memorization, Emergence, and Explaining Reversal Failures: A Controlled Study of Relational Semantics in {LLM}s",
    author = "Zhu, Yihua  and
      Liu, Qianying  and
      Wang, Jiaxin  and
      Cheng, Fei  and
      Liu, Chaoran  and
      Aizawa, Akiko  and
      Kurohashi, Sadao  and
      Shimodaira, Hidetoshi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1688/",
    pages = "36425--36443",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{nadeem-etal-2026-framing,
    title = "Framing Political Bias in Multilingual {LLM}s Across {P}akistani Languages",
    author = "Nadeem, Afrozah  and
      Dras, Mark  and
      Naseem, Usman",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1689/",
    pages = "36444--36486",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tsutsukawa-2026-insat,
    title = "{I}ns{AT}: Instance-aware Semantic Alignment and Transfer from Human{--}Object Keypoints for Zero-to-Few-shot Action Understanding",
    author = "Tsutsukawa, Kazuki",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1690/",
    pages = "36487--36504",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kim-etal-2026-multi,
    title = "Multi-View Attention Multiple-Instance Learning Enhanced by {LLM} Reasoning for Cognitive Distortion Detection",
    author = "Kim, Jun Seo  and
      Kim, Hyemi  and
      OH, Woo Joo  and
      Cho, Hongjin  and
      Lee, Hochul  and
      Kim, Hye Hyeon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1691/",
    pages = "36505--36525",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lu-etal-2026-chairo,
    title = "{CHAIRO}: Contextual Hierarchical Analogical Induction and Reasoning Optimization for {LLM}s",
    author = "Lu, Haotian  and
      Mou, Yuchen  and
      Wu, Bingzhe",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1692/",
    pages = "36526--36537",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-test,
    title = "Test of Time: Rethinking Temporal Signal of Benchmark Contamination",
    author = "Zhang, Terry Jingchen  and
      Dev, Gopal  and
      Wang, Ning  and
      Obreiter, Max  and
      Jiang, Wenyuan  and
      Pandey, Punya Syon  and
      Samway, Keenan  and
      Huang, Yinya  and
      Sch{\textbackslash}{''}olkopf, Bernhard  and
      Sachan, Mrinmaya  and
      Jin, Zhijing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1693/",
    pages = "36538--36555",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yoshida-etal-2026-existence,
    title = "An Existence Proof for Neural Language Models That Can Explain Garden-Path Effects via Surprisal",
    author = "Yoshida, Ryo  and
      Isono, Shinnosuke  and
      Someya, Taiga  and
      Oseki, Yohei  and
      Kuribayashi, Tatsuki",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1694/",
    pages = "36556--36569",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{adarsh-etal-2026-context,
    title = "How Context Shapes Truth: Geometric Transformations of Statement-level Truth Representations in {LLM}s",
    author = "Adarsh, Shivam  and
      Maistro, Maria  and
      Lioma, Christina",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1695/",
    pages = "36570--36590",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{selialia-etal-2026-mitigating,
    title = "Mitigating Tokenization-Induced Distance Distortion in Long-Context Multilingual Machine Translation",
    author = "Selialia, Khotso  and
      Nzeyimana, Antoine  and
      Anwar, Fatima M.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1696/",
    pages = "36591--36602",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gong-etal-2026-probing,
    title = "Probing Audio-Visual Reasoning in Multimodal Language Models through the Lens of Audio",
    author = "Gong, Kaixiong  and
      Feng, Kaituo  and
      Li, Bohao  and
      Wang, Yibing  and
      Cheng, Mofan  and
      Yang, Shijia  and
      Han, Jiaming  and
      Wang, Benyou  and
      Bai, Yutong  and
      Yang, Zhuoran  and
      Yue, Xiangyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1697/",
    pages = "36603--36645",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-reasoning,
    title = "Reasoning Hijacking: The Fragility of Reasoning Alignment in Large Language Models",
    author = "Liu, Yuansen  and
      Tang, Yixuan  and
      Tung, Anthony Kum Hoe",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1698/",
    pages = "36646--36665",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-dominance,
    title = "The Dominance of Text Space: Unveiling the Asymmetric Nature of Cross-Modal Alignment in Large Language Models",
    author = "Chen, Linqing  and
      Zhong, Hanmeng  and
      Wu, Wentao  and
      Zhou, Peng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1699/",
    pages = "36666--36678",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-towards,
    title = "Towards Explainable Diagnosis: A Self-learned Explanatory Knowledge Base Approach",
    author = "Huang, Dongqi  and
      Zhou, Tong  and
      Jin, Zhuoran  and
      Shi, Shenghui  and
      Maoyujiao  and
      Liu, Kang  and
      Zhao, Jun  and
      Chen, Yubo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1700/",
    pages = "36679--36700",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shi-etal-2026-wildfeedback,
    title = "{W}ild{F}eedback: Aligning {LLM}s With In-situ User Interactions And Feedback",
    author = "Shi, Taiwei  and
      Wang, Zhuoer  and
      Yang, Longqi  and
      Lin, Ying-Chun  and
      He, Zexue  and
      Wan, Mengting  and
      Zhou, Pei  and
      Jauhar, Sujay Kumar  and
      Chen, Sihao  and
      Xia, Shan  and
      Zhang, Hongfei  and
      Zhao, Jieyu  and
      Xu, Xiaofeng  and
      Song, Xia  and
      Neville, Jennifer",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1701/",
    pages = "36701--36725",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gu-etal-2026-ssg,
    title = "{SSG}: Logit-Balanced Vocabulary Partitioning for {LLM} Watermarking",
    author = "Gu, Chenxi  and
      Du, Xiaoning  and
      Grundy, John C.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1702/",
    pages = "36726--36737",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yoon-etal-2026-pat,
    title = "{P}a{T}: Planning-after-Trial for Efficient Test-Time Code Generation",
    author = "Yoon, Youngsik  and
      Lee, Sungjae  and
      Song, Seockbean  and
      Wang, Siwei  and
      Chen, Wei  and
      Ok, Jungseul",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1703/",
    pages = "36738--36755",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-joint,
    title = "Joint Knowledge Base Completion and Question Answering by Combining Large Language Models and Small Language Models",
    author = "Liu, Yinan  and
      Lin, Dongying  and
      Luo, Sigang  and
      Yang, Xiaochun  and
      Wang, Bin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1704/",
    pages = "36756--36775",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-rethinking,
    title = "Rethinking Reasoning-Intensive Retrieval: Evaluating and Advancing Retrievers in Agentic Search Systems",
    author = "Zhao, Yilun  and
      Wei, Jinbiao  and
      Song, Tingyu  and
      Zhang, Siyue  and
      Zhao, Chen  and
      Cohan, Arman",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1705/",
    pages = "36776--36806",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shao-etal-2026-role,
    title = "The Role of Mixed-Language Documents for Multilingual Large Language Model Pretraining",
    author = "Shao, Jiandong  and
      Tang, Raphael  and
      Zhang, Crystina  and
      Sevegnani, Karin  and
      Stenetorp, Pontus  and
      Yang, Jianfei  and
      Lu, Yao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1706/",
    pages = "36807--36818",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-architect,
    title = "{ARCHITECT}: Uncertainty-Aware Dynamic Tool Learning via Causal Intervention for Open-World Agents",
    author = "Wang, Zhangyi  and
      Xu, Jiexiang  and
      Yu, Bingnan  and
      Li, Zongze",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1707/",
    pages = "36819--36829",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gao-etal-2026-es4r,
    title = "{ES}4{R}: Speech Encoding Based on Prepositive Affective Modeling for Empathetic Response Generation",
    author = "Gao, Zhuoyue  and
      Wang, Xiaohui  and
      Yang, Xiaocui  and
      Zhang, Wen  and
      Wang, Daling  and
      Feng, Shi  and
      Zhang, Yifei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1708/",
    pages = "36830--36847",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiang-etal-2026-magma,
    title = "{MAGMA}: A Multi-Graph based Agentic Memory Architecture for {AI} Agents",
    author = "Jiang, Dongming  and
      Li, Yi  and
      Li, Guanpeng  and
      Li, Bingzhe",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1709/",
    pages = "36848--36865",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-side,
    title = "The Side Effects of Being Smart: Safety Risks in {MLLM}s' Multi-Image Reasoning",
    author = "Chen, Renmiao  and
      Lu, Yida  and
      Cui, Shiyao  and
      Ouyang, Xuan  and
      Huang, Victor Shea-Jay  and
      Zhang, Shumin  and
      Pan, Chengwei  and
      Qiu, Han  and
      Huang, Minlie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1710/",
    pages = "36866--36882",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-action,
    title = "Action Boundary Blindness: When {LLM} Agents Cannot Tell Where One Action Ends and Another Begins",
    author = "Wang, Zhangyi  and
      Yu, Bingnan  and
      Xu, Jiexiang  and
      Li, Zongze",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1711/",
    pages = "36883--36899",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{park-etal-2026-verbal,
    title = "Verbal-R3: Verbal Reranker as the Missing Bridge between Retrieval and Reasoning",
    author = "Park, Sangkwon  and
      Kang, Donghun  and
      Mok, Jisoo  and
      Yoon, Sungroh",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1712/",
    pages = "36900--36918",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tang-etal-2026-igenbench,
    title = "{IG}en{B}ench: Benchmarking the Reliability of Text-to-Infographic Generation",
    author = "Tang, Yinghao  and
      Liu, Xueding  and
      Zhang, Boyuan  and
      Lan, Tingfeng  and
      Xie, Yupeng  and
      Lao, Jiale  and
      Wang, Yiyao  and
      Li, Haoxuan  and
      Gao, Tingting  and
      Pan, Bo  and
      Weng, Luoxuan  and
      Huang, Xiuqi  and
      Zhu, Minfeng  and
      Feng, Yingchaojie  and
      Luo, Yuyu  and
      Chen, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1713/",
    pages = "36919--36954",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{geng-etal-2026-promedical,
    title = "{P}ro{M}edical: Hierarchical Fine-Grained Criteria Modeling for Medical {LLM} Alignment via Explicit Injection",
    author = "Geng, He  and
      Huang, Yangmin  and
      Lai, Lixian  and
      Du, Qianyun  and
      Chu, Hui  and
      He, Zhiyang  and
      Hu, Jiaxue  and
      Tao, Xiaodong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1714/",
    pages = "36955--36994",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cheng-etal-2026-r2if,
    title = "{R}2{IF}: Aligning Reasoning with Decisions via Composite Rewards for Interpretable {LLM} Function Calling",
    author = "Cheng, Aijia  and
      Wang, Kailong  and
      Shi, Ling  and
      Zhao, Yongxin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1715/",
    pages = "36995--37008",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zeng-etal-2026-detection,
    title = "From Detection to Understanding: Multi-Turn Reasoning for Video Misinformation Analysis",
    author = "Zeng, Zhi  and
      Wu, Jiaying  and
      Luo, Minnan  and
      Zhang, Di  and
      Yang, Yifei  and
      Kong, Xiangzheng  and
      Wan, Herun  and
      Ma, Zihan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1716/",
    pages = "37009--37027",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zeng-tan-2026-frozen,
    title = "Frozen {LLM}s are Native Decoders for High-Norm Semantic Vectors",
    author = "Zeng, Yunsheng  and
      Tan, Yongmei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1717/",
    pages = "37028--37043",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-enhancing,
    title = "Enhancing Reinforcement Learning for Radiology Report Generation with Evidence-aware Rewards and Self-correcting Preference Learning",
    author = "Zhou, Qin  and
      Liang, Guoyan  and
      Yang, Qianyi  and
      Chen, Jingyuan  and
      Wu, Sai  and
      Yao, Chang  and
      Wang, Zhe",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1718/",
    pages = "37044--37056",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ma-etal-2026-visaidmath,
    title = "{V}is{A}id{M}ath: Benchmarking Visual-Aided Mathematical Reasoning",
    author = "Ma, Jingkun  and
      Zhan, Runzhe  and
      Li, Yang  and
      Sun, Di  and
      Chan, Hou Pong  and
      Chao, Lidia S.  and
      Wong, Derek F.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1719/",
    pages = "37057--37103",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-risk,
    title = "{RISK}: A Framework for {GUI} Agents in {E}-commerce Risk Management",
    author = "Chen, Renqi  and
      Tao, Zeyin  and
      Guo, Jianming  and
      Zhu, Jingzhe  and
      Peng, Yiheng  and
      Sun, Qingqing  and
      Zhang, Tianyi  and
      Chen, Shuai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1720/",
    pages = "37104--37120",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fan-etal-2026-minirag,
    title = "{M}ini{RAG}: A Lightweight {RAG} system with Small Language Models",
    author = "Fan, Tianyu  and
      Wang, Jingyuan  and
      Ren, Xubin  and
      Huang, Chao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1721/",
    pages = "37121--37144",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cheng-etal-2026-glyph,
    title = "Glyph: Scaling Context Windows via Visual-Text Compression",
    author = "Cheng, Jiale  and
      Liu, Yusen  and
      Zhang, Xinyu  and
      Fei, Yulin  and
      Hong, Wenyi  and
      Lyu, Ruiliang  and
      Wang, Weihan  and
      Su, Zhe  and
      Gu, Xiaotao  and
      Liu, Xiao  and
      Bai, Yushi  and
      Tang, Jie  and
      Wang, Hongning  and
      Huang, Minlie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1722/",
    pages = "37145--37158",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kim-kang-2026-ta,
    title = "{TA}-{GRPO}-d: Trajectory-Aware {GRPO} for Optimizing Denoising Trajectories in Diffusion {LLM}s",
    author = "Kim, Gyunyeop  and
      Kang, Sangwoo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1723/",
    pages = "37159--37174",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kim-etal-2026-ag,
    title = "{AG}-{GRPO}: Answer-Guided {GRPO} for Masked Diffusion Language Models",
    author = "Kim, Juhyeong  and
      Kim, Gyunyeop  and
      Kang, Sangwoo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1724/",
    pages = "37175--37191",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{nakashole-2026-grammar,
    title = "Grammar as Control: Modular Language Generation for the Long Tail",
    author = "Nakashole, Ndapa",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1725/",
    pages = "37192--37222",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ruan-etal-2026-mtr,
    title = "{MTR}-Suite: A Framework for Evaluating and Synthesizing Conversational Retrieval Benchmarks",
    author = "Ruan, Junhao  and
      Abudula, Abudukeyumu  and
      Li, Bei  and
      Yin, Yongjing  and
      Liu, Xinyu  and
      Jiao, Kechen  and
      Chen, Xin  and
      Wang, Jingang  and
      Cai, Xunliang  and
      Xiao, Tong  and
      Zhu, JingBo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1726/",
    pages = "37223--37250",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-beyond,
    title = "Beyond Majority Voting: Towards Fine-grained and More Reliable Reward Signal for Test-Time Reinforcement Learning",
    author = "Wang, Weiqin  and
      Wang, Yile  and
      Chen, Kehao  and
      Huang, Hui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1727/",
    pages = "37251--37265",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lee-etal-2026-beyond,
    title = "Beyond {M}arkovian Forgetfulness: Episodic Memory for Reasoning-Intensive Retrieval",
    author = "Lee, Dohyeon  and
      Jeong, Yeonseok  and
      Hwang, Seung-won",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1728/",
    pages = "37266--37280",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liang-etal-2026-dual,
    title = "{DUAL} {RM}: Beyond Rule-based Preference Reward Modeling via Meta-Reward",
    author = "Liang, Xiaobo  and
      Wang, Wanfu  and
      Huang, Qipeng  and
      Ding, Yuyang  and
      Tang, Zecheng  and
      Ji, Yixin  and
      Chen, Qianben  and
      Zhao, Zhe  and
      Chen, Kehai  and
      Li, Juntao  and
      Zhang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1729/",
    pages = "37281--37296",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cao-etal-2026-evolutionary,
    title = "Evolutionary Negative Module Pruning for Better {L}o{RA} Merging",
    author = "Cao, Anda  and
      Gou, Zhuo  and
      Wang, Yi  and
      Chen, Kaixuan  and
      Wang, Yu  and
      Wang, Can  and
      Song, Mingli  and
      Song, Jie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1730/",
    pages = "37297--37310",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-example,
    title = "Example Quality Matters: Multi-Aspects Example Augmentation for Private Library Programming",
    author = "Li, Yuhao  and
      Sun, Haifeng  and
      Zhang, Xuesong  and
      Yao, Shu  and
      Zheng, Haoyu  and
      Wang, Yvchuan  and
      Wang, Huazheng  and
      Zhuang, Zirui  and
      Qi, Qi  and
      Liao, Jianxin  and
      Wang, Jingyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1731/",
    pages = "37311--37327",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-resonating,
    title = "Resonating with {R}o{PE}: Spectral Quantization for High-Fidelity Key Cache Compression",
    author = "Wang, Xuefei  and
      Tang, Haoyu  and
      Liang, Tianyuan  and
      Wang, Zhibin  and
      Hu, Yupeng  and
      Guan, Weili",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1732/",
    pages = "37328--37348",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tian-etal-2026-csrp,
    title = "{CSRP}: Chain-of-Thought Reasoning for {C}hinese Text Correction via Reinforcement Learning with Efficiency-Aware Rewards",
    author = "Tian, Wei  and
      Zhou, Yuhao  and
      Lan, Man",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1733/",
    pages = "37349--37365",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kim-etal-2026-adaptive,
    title = "Adaptive Retrieval for Reasoning",
    author = "Kim, Jongho  and
      Kim, Jaeyoung  and
      Kim, Jihyuk  and
      Kim, Yu Jin  and
      Hwang, Seung-won  and
      Lee, Moontae",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1734/",
    pages = "37366--37381",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tsvilodub-etal-2026-emergent,
    title = "On Emergent Social World Models {---} Evidence for Functional Integration of Theory of Mind and Pragmatic Reasoning in Language Models",
    author = "Tsvilodub, Polina  and
      Klumpp, Jan-Felix  and
      Pour, Amir  and
      Hu, Jennifer  and
      Franke, Michael",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1735/",
    pages = "37382--37420",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-toolomni,
    title = "{T}ool{O}mni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution",
    author = "Huang, Shouzheng  and
      Zhang, Meishan  and
      Hu, Baotian  and
      Zhang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1736/",
    pages = "37421--37439",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-wan-2026-tdma,
    title = "From {TDMA} to {CDMA}: A Multi-bit Watermark for Diffusion Language Models",
    author = "Huang, Baizhou  and
      Wan, Xiaojun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1737/",
    pages = "37440--37454",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-legalgraphrag,
    title = "{L}egal{G}raph{RAG}: Multi-Agent Graph Retrieval-Augmented Generation for Reliable Legal Reasoning",
    author = "Chen, Zerui  and
      Zhang, Qinggang  and
      Xiang, Zhishang  and
      Wei, Zhimin  and
      Gao, Linfeng  and
      Huang, Xiao  and
      Zhang, Zhihong  and
      Su, Jinsong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1738/",
    pages = "37455--37484",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-cotterell-2026-characterizing,
    title = "Characterizing the Expressivity of Local Attention in Transformers",
    author = "Li, Jiaoda  and
      Cotterell, Ryan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1739/",
    pages = "37485--37507",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kim-etal-2026-th,
    title = "{TH}-{RAG} : Topic-Based Hierarchical Knowledge Graphs for Robust Multi-hop Reasoning in Graph-based {RAG} Systems",
    author = "Kim, JungHyoun  and
      Kim, Soohyeong  and
      Hwang, Seok Jun  and
      Park, Jeonghyeon  and
      Choi, Yong Suk",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1740/",
    pages = "37508--37531",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lee-etal-2026-beyond-static,
    title = "Beyond Static Benchmarks: Synthesizing Harmful Content via Persona-based Simulation for Robust Evaluation",
    author = "Lee, Huije  and
      Shin, Jisu  and
      Song, Hoyun  and
      Ko, Changgeon  and
      Park, Jong C.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1741/",
    pages = "37532--37551",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-dive,
    title = "{D}i{VE}: Decoupling Intra-layer Visual Evidence for Mitigating Hallucinations in Large Vision-Language Models",
    author = "Li, Xinwei  and
      Lin, Li  and
      Jiao, Hui  and
      Yao, Li  and
      Wong, Tien-Tsin  and
      Wu, Hanqian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1742/",
    pages = "37552--37568",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{he-etal-2026-impatient,
    title = "Impatient Users Confuse {AI} Agents: High-fidelity Simulations of Human Traits for Testing Agents",
    author = "He, Muyu  and
      Kumar, Anand  and
      Bakshi, Soumyadeep  and
      Zou, James  and
      Rajani, Nazneen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1743/",
    pages = "37569--37602",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lee-etal-2026-efficient,
    title = "Efficient Process Reward Modeling via Contrastive Mutual Information",
    author = "Lee, Nakyung  and
      Hong, Sangwoo  and
      Lee, Jungwoo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1744/",
    pages = "37603--37617",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-r3,
    title = "$R^3$: End-to-End Reasoning-based Planning for Multi-step Retrosynthesis via Reinforcement Learning",
    author = "Wang, YiFei  and
      Pei, Qizhi  and
      Feng, Jiangtao  and
      Shi, Yuntian  and
      Duan, Yi  and
      Wang, Lihao  and
      Bai, Lei  and
      Wu, Lijun  and
      Ma, Wei-Ying  and
      Zhou, Hao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1745/",
    pages = "37618--37632",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shen-zou-2026-river,
    title = "River-{LLM}: Large Language Model Seamless Exit Based on {KV} Share",
    author = "Shen, Yingtao  and
      Zou, An",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1746/",
    pages = "37633--37645",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-execution,
    title = "Execution as Verification: Fine-Grained Self-Correcting Reasoning for Complex {KBQA}",
    author = "Zhang, Minghan  and
      Yang, Zhen  and
      Zou, Haodong  and
      Chen, Jie  and
      Duan, Zhen  and
      Zhao, Shu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1747/",
    pages = "37646--37663",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ma-etal-2026-zero,
    title = "Zero-Shot Detection of {LLM}-Generated Text using Temperature Sensitivity",
    author = "Ma, Shixuan  and
      Li, Jiahao  and
      Mao, Zhendong  and
      Wang, Quan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1748/",
    pages = "37664--37679",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-mard,
    title = "{MARD}: Module-Aware Reasoning Distillation for Language Models with Adaptive Supervision",
    author = "Yang, Wenqi  and
      Li, Jianjun  and
      Zhang, Zhibo  and
      Ding, Mingqian  and
      Fang, Yushen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1749/",
    pages = "37680--37695",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{niu-etal-2026-dashboard2code,
    title = "{D}ashboard2{C}ode: Evaluating Multimodal Models on Reconstructing Interactive Dashboards",
    author = "Niu, Tianhao  and
      Han, Ziyu  and
      Chen, Qiguang  and
      Zhou, Shiqi  and
      Shan, Baocai  and
      Fang, Hengjie  and
      Zhu, Qingfu  and
      Che, Wanxiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1750/",
    pages = "37696--37732",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kotoge-etal-2026-compact,
    title = "Can Compact Language Models Search Like Agents? Distillation-Guided Policy Optimization for Preserving Agentic {RAG} Capabilities",
    author = "Kotoge, Rikuto  and
      Nishimura, Mai  and
      Ma, Jiaxin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1751/",
    pages = "37733--37746",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{su-etal-2026-ce,
    title = "{CE}-{GPPO}: Coordinating Entropy via Gradient-Preserving Clipping Policy Optimization in Reinforcement Learning",
    author = "Su, Zhenpeng  and
      Pan, Leiyu  and
      Lv, Minxuan  and
      Li, Yuntao  and
      Hu, Wenping  and
      Zhang, Fuzheng  and
      Gai, Kun  and
      Zhou, Guorui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1752/",
    pages = "37747--37760",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-omni,
    title = "Omni-{I}2{C}: A Holistic Benchmark for High-Fidelity Image-to-Code Generation",
    author = "Zhou, Jiawei  and
      Zhang, Chi  and
      Feng, Xiang  and
      Zhang, Qiming  and
      Qiu, Haibo  and
      He, Lihuo  and
      Ye, Dengpan  and
      Gao, Xinbo  and
      Zhang, Jing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1753/",
    pages = "37761--37798",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-revealing,
    title = "Revealing Procedural Reasoning Structures in Chain-of-Thought Training via Span-Level Gradient Organization",
    author = "Liu, Jia  and
      Luo, Jiaxin  and
      Xu, Weiwen  and
      Garibaldi, Jonathan M.  and
      Wu, Xiao-Kun  and
      Hao, Yixue  and
      Chen, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1754/",
    pages = "37799--37845",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-stephint,
    title = "{S}tep{H}int: Multi-level Stepwise Hints Enhance Reinforcement Learning to Reason",
    author = "Zhang, Kaiyi  and
      Lv, Ang  and
      Li, Jinpeng  and
      Wang, Yongbo  and
      Wang, Feng  and
      hu, Haoyuan  and
      Yan, Rui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1755/",
    pages = "37846--37864",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ko-etal-2026-social,
    title = "Social Dynamics as Critical Vulnerabilities that Undermine Objective Decision-Making in {LLM} Collectives",
    author = "Ko, Changgeon  and
      Shin, Jisu  and
      Song, Hoyun  and
      Lee, Huije  and
      Hwang, Eui Jun  and
      Park, Jong C.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1756/",
    pages = "37865--37890",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jang-etal-2026-fairqe,
    title = "{F}air{QE}: Multi-Agent Framework for Mitigating Gender Bias in Translation Quality Estimation",
    author = "Jang, Jinhee  and
      Choi, Juhwan  and
      Lee, Dongjin  and
      Yu, Seunguk  and
      Kim, YoungBin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1757/",
    pages = "37891--37911",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ren-etal-2026-adadpi,
    title = "{A}da{DPI}: Document-level Translation Adaptive Agent via Dynamic Parametric Internalization",
    author = "Ren, Hong  and
      Deng, Liting  and
      Zhu, Shaolin  and
      Xiong, Deyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1758/",
    pages = "37912--37929",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiang-etal-2026-mitigating,
    title = "Mitigating Over-Refusal in Aligned Large Language Models via Inference-Time Activation Energy",
    author = "Jiang, Eric Hanchen  and
      Ou, Weixuan  and
      Liu, Run  and
      Pang, Shengyuan  and
      Wan, Guancheng  and
      Duan, Ranjie  and
      Dong, Wei  and
      Chang, Kai-Wei  and
      Wang, XiaoFeng  and
      Wu, Ying Nian  and
      Li, Xinfeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1759/",
    pages = "37930--37950",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kim-etal-2026-refining,
    title = "Refining and Reusing Annotation Guidelines for {LLM} Annotation",
    author = "Kim, Kon Woo  and
      Kim, Jin-Dong  and
      Aizawa, Akiko",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1760/",
    pages = "37951--37964",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{raha-etal-2026-cross,
    title = "Cross-Examination Framework: A Task-Agnostic Diagnostic for Information Fidelity in Text-to-Text Generation",
    author = "Raha, Tathagata  and
      Christophe, Clement  and
      Saadi, Nada  and
      Javed, Hamza A  and
      Pimentel, Marco AF  and
      Rajan, Ronnie  and
      Kanithi, Praveenkumar",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1761/",
    pages = "37965--37985",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kashyap-etal-2026-aligncultura,
    title = "{A}lign{C}ultura: Towards Culturally Aligned Large Language Models?",
    author = "Kashyap, Gautam Siddharth  and
      Dras, Mark  and
      Naseem, Usman",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1762/",
    pages = "37986--37996",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chitale-etal-2026-updesh,
    title = "{UPDESH}: Synthesizing Grounded Instruction Tuning Data for 13 {I}ndic Languages",
    author = "Chitale, Pranjal A  and
      Gumma, Varun  and
      Ahuja, Sanchit  and
      Kodali, Prashant  and
      Uppadhyay, Manan  and
      Sudharsan, Deepthi  and
      Sitaram, Sunayana",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1763/",
    pages = "37997--38041",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiang-etal-2026-dynamic,
    title = "Dynamic Generation of Multi {LLM} Agents Communication Topologies with Graph Diffusion Models",
    author = "Jiang, Eric Hanchen  and
      Li, Levina  and
      Wan, Frank  and
      Liang, Xiao  and
      Yin, Sophia  and
      Wu, Yuchen  and
      Li, Xinfeng  and
      Sun, Yizhou  and
      Wang, Wei  and
      Chang, Kai-Wei  and
      Wu, Ying Nian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1764/",
    pages = "38042--38060",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hu-etal-2026-taxpraben,
    title = "{T}ax{P}ra{B}en: A Scalable Benchmark for Structured Evaluation of {LLM}s in {C}hinese Real-World Tax Practice",
    author = "Hu, Gang  and
      Chen, Yating  and
      Ding, Haiyan  and
      Gao, Wang  and
      Jiajia, Huang  and
      Peng, Min  and
      Xie, Qianqian  and
      Yue, Kun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1765/",
    pages = "38061--38104",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-think-think,
    title = "Think How to Think: Mitigating Overthinking with Autonomous Difficulty Cognition in Large Reasoning Models",
    author = "Liu, Yongjiang  and
      Li, Haoxi  and
      Ma, Xiaosong  and
      Zhang, Jie  and
      Guo, Song",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1766/",
    pages = "38105--38126",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-theory,
    title = "Theory-optimal Quantization Based on Flatness",
    author = "Huang, Xiusheng  and
      Li, Zhe  and
      Yin, Xuanwu  and
      Wang, Lu  and
      Wang, Yequan  and
      Li, Dong  and
      Barsoum, Emad  and
      Liu, Kang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1767/",
    pages = "38127--38142",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ghosh-etal-2026-background,
    title = "When Background Matters: Breaking Medical Vision Language Models by Transferable Attack",
    author = "Ghosh, Akash  and
      Baidya, Subhadip  and
      Saha, Sriparna  and
      Chen, Xiuying",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1768/",
    pages = "38143--38170",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{dai-etal-2026-tears,
    title = "Tears or Cheers? Benchmarking {LLM}s via Culturally Elicited Distinct Affective Responses",
    author = "Dai, Chongyuan  and
      Shen, Yaling  and
      Gao, Zihan  and
      Li, Jia  and
      Jiang, Yishun  and
      Wang, Yaxiong  and
      Liu, Liu  and
      Ge, Zongyuan  and
      Hu, Jinpeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1769/",
    pages = "38171--38196",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{afonin-etal-2026-emergent,
    title = "Emergent Misalignment via In-Context Learning: Narrow in-context examples can produce broadly misaligned {LLM}s",
    author = "Afonin, Nikita  and
      Andriianov, Nikita  and
      Hovhannisyan, Vahagn  and
      Bageshpura, Nikhil  and
      Liu, Kyle  and
      Zhu, Kevin  and
      Dev, Sunishchal  and
      Panda, Ashwinee  and
      Rogov, Oleg  and
      Tutubalina, Elena  and
      Panchenko, Alexander  and
      Seleznyov, Mikhail",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1770/",
    pages = "38197--38212",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-evoroute,
    title = "{E}vo{R}oute: Experience-Driven Self-Routing {LLM} Agent Systems",
    author = "Zhang, Guibin  and
      Yu, Haiyang  and
      Yang, Kaiming  and
      Wu, Bingli  and
      Huang, Fei  and
      Li, Yongbin  and
      Yan, Shuicheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1771/",
    pages = "38213--38225",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-foresight,
    title = "Foresight Optimization for Strategic Reasoning in Large Language Models",
    author = "Wang, Jessie  and
      Duan, Jiawen  and
      Wang, Jian  and
      Song, Kaitao  and
      Xu, Chunpu  and
      Ho, Johnny K. W.  and
      Fenggang, YU  and
      Hoorn, Johan F.  and
      Li, Wenjie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1772/",
    pages = "38226--38246",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-detectrl,
    title = "{D}etect{RL}-{X}: Towards Reliable Multilingual and Real-World {LLM}-Generated Text Detection",
    author = "Wu, Junchao  and
      Liu, Yefeng  and
      Zhu, Chenyu  and
      Zhang, Hao  and
      Wu, Zeyu  and
      Shi, Tianqi  and
      Du, Yichao  and
      Wang, Longyue  and
      Luo, Weihua  and
      Su, Jinsong  and
      Wong, Derek F.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1773/",
    pages = "38247--38294",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yun-etal-2026-immersivetts,
    title = "{I}mmersive{TTS}: Environment-Aware Text-to-Speech with Multimodal Diffusion Transformer and Domain-Specific Representation Alignment",
    author = "Yun, Jun-Hak  and
      Kim, Seung-Bin  and
      Lee, Seong-Whan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1774/",
    pages = "38295--38314",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ning-etal-2026-efficiency,
    title = "When Efficiency Becomes a Vulnerability: Computational Cost Attacks on {W}eb{A}gents",
    author = "Ning, Liang-Bo  and
      Zhu, Yuchen  and
      Huang, Heqing  and
      Wang, Xin  and
      Chang, Yi  and
      Qing, Li  and
      Fan, Wenqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1775/",
    pages = "38315--38335",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-evolving,
    title = "Evolving Beyond Snapshots: Harmonizing Structure and Sequence via Entity State Tuning for Temporal Knowledge Graph Forecasting",
    author = "Li, Siyuan  and
      Wu, Yunjia  and
      Xiao, Yiyong  and
      Huang, Pingyang  and
      Li, Peize  and
      Liu, Ruitong  and
      Wen, Yan  and
      Sun, Te",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1776/",
    pages = "38336--38350",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yao-etal-2026-coderipple,
    title = "{C}ode{R}ipple: Wavelet-Based Detection of {LLM}-Generated Code",
    author = "Yao, Xingyu  and
      Mao, Zhendong  and
      Wang, Quan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1777/",
    pages = "38351--38364",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ichikawa-etal-2026-photon,
    title = "{PHOTON}: Hierarchical Autoregressive Modeling for Lightspeed and Memory-Efficient Language Generation",
    author = "Ichikawa, Yuma  and
      Takagi, Naoya  and
      Nakagawa, Takumi  and
      Kanazawa, Yuzi  and
      Sakai, Akira",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1778/",
    pages = "38365--38383",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-comet,
    title = "{C}o{M}e{T}: Collaborative Memory Transformer for Efficient Long Context Modeling",
    author = "Zhao, Runsong  and
      Liu, Shilei  and
      Tang, Jiwei  and
      Liu, Langming  and
      Chen, Haibin  and
      Zhang, Weidong  and
      Yuan, Yujin  and
      Xiao, Tong  and
      Zhu, JingBo  and
      Su, Wenbo  and
      Zheng, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1779/",
    pages = "38384--38402",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-checkrlm,
    title = "{C}heck{RLM}: Effective Knowledge{--}Thought Coherence Checking in Retrieval-Augmented Reasoning",
    author = "Xu, Dingling  and
      Wang, Ruobing  and
      Zhao, Qingfei  and
      Yan, Yukun  and
      Wang, Zhichun  and
      Zha, Daren  and
      Yu, Shi  and
      Liu, Zhenghao  and
      Wang, Shuo  and
      Han, Xu  and
      Sun, Maosong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1780/",
    pages = "38403--38426",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-camec,
    title = "{CAMEC}: Complexity-Aware Multi-Expert Collaboration for Reliable {C}hinese Medical Question Answering",
    author = "Wu, Yukang  and
      Jia, Xiyuan  and
      Wu, Jiayi  and
      Yu, HongChen  and
      Qiu, Yuhan  and
      Guohua, Wu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1781/",
    pages = "38427--38457",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-vocabulary,
    title = "Vocabulary Hijacking in {LVLM}s: Unveiling Critical Attention Heads by Excluding Inert Tokens to Mitigate Hallucination",
    author = "Chen, Yangneng  and
      Li, Junlin  and
      Yao, Weijun  and
      Ma, Xilai  and
      DU, Guodong  and
      Wang, Wenya  and
      Li, Jing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1782/",
    pages = "38458--38485",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-humanllm,
    title = "{H}uman{LLM}: Benchmarking and Improving {LLM} Anthropomorphism via Human Cognitive Patterns",
    author = "Wang, Xintao  and
      Yang, Jian  and
      Li, Weiyuan  and
      Xie, Rui  and
      Huang, Jen-tse  and
      Gao, Jun  and
      Huang, Shuai  and
      Kang, Yueping  and
      Guo, Yuanli  and
      Feng, Hongwei  and
      Xiao, Yanghua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1783/",
    pages = "38486--38517",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-vision,
    title = "Vision-Language Introspection: Mitigating Overconfident Hallucinations in {MLLM}s via Interpretable Bi-Causal Steering",
    author = "Liu, Shuliang  and
      Yang, Songbo  and
      Fang, Dong  and
      Jia, Sihang  and
      Tang, Yuqi  and
      Su, Lingfeng  and
      Peng, Ruoshui  and
      Yan, Yibo  and
      Zou, Xin  and
      Hu, Xuming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1784/",
    pages = "38518--38543",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shi-etal-2026-v,
    title = "v-{HUB}: A Benchmark for Video Humor Understanding from Vision and Sound",
    author = "Shi, Zhengpeng  and
      Zhao, Yanpeng  and
      Zhou, Jianqun  and
      Wang, Yuxuan  and
      Cui, Qinrong  and
      Bi, Wei  and
      Zhu, Song-Chun  and
      Zhao, Bo  and
      Zheng, Zilong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1785/",
    pages = "38544--38567",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gwak-jung-2026-beyond,
    title = "Beyond Single Representations: Multi-Model Embedding Fusion for Stable Text Classification",
    author = "Gwak, Jiho  and
      Jung, Yuchul",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1786/",
    pages = "38568--38577",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-confidence-calibrated,
    title = "Confidence Should Be Calibrated More Than One Turn Deep",
    author = "Zhang, Zhaohan  and
      Li, Chengzhengxu  and
      Liu, Xiaoming  and
      Shen, Chao  and
      Liu, Ziquan  and
      Patras, Ioannis",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1787/",
    pages = "38578--38594",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{luo-etal-2026-navimaster,
    title = "{N}avi{M}aster: Learning a Unified Policy for {GUI} and Embodied Navigation Tasks",
    author = "Luo, Zhihao  and
      Yan, Wentao  and
      Gong, Jingyu  and
      Wang, Min  and
      Zhang, Zhizhong  and
      Wang, Xuhong  and
      Xie, Yuan  and
      Tan, Xin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1788/",
    pages = "38595--38615",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ziegenbein-etal-2026-teaching,
    title = "Teaching {LLM}s Human-Like Editing of Inappropriate Argumentation via Reinforcement Learning",
    author = "Ziegenbein, Timon  and
      Stahl, Maja  and
      Wachsmuth, Henning",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1789/",
    pages = "38616--38637",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-flair,
    title = "{FLAIR}: Steering {LLM} Mathematical Problem Solving based on A Fuzzy-Logic-{A}ss{I}sted Reasoner",
    author = "Wu, Hao  and
      Sun, Hongru  and
      Li, Wanqing  and
      Yu, Xinguo  and
      Ming, Hao  and
      Luo, Xiao  and
      Zhang, Wenbin  and
      Zhao, Jiahong  and
      Guo, Yi  and
      Yang, Jie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1790/",
    pages = "38638--38661",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kim-etal-2026-qudar,
    title = "{Q}u{DAR}: Query-Wise Dual-Perspective Adaptive Retrieval",
    author = "Kim, Joeun  and
      Yoon, Seunghyouk  and
      Le, Xuan-Bach  and
      Nam, Youngeun  and
      Kim, Doyoung  and
      Song, Hwanjun  and
      Lee, Jae-Gil",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1791/",
    pages = "38662--38679",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-trait,
    title = "Trait Activation in Silicon: A Situation-Aware Framework for Psychologically Grounded Role-Playing",
    author = "Li, Zuolong  and
      Wu, Pingyu  and
      Huang, Xianwen  and
      Wei, Tianyi  and
      Zhou, Wenbo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1792/",
    pages = "38680--38698",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fang-etal-2026-sparkle,
    title = "{SPARKLE}: A Structured and Plug-and-play Agentic Retrieval Policy for Adaptive {RAG} Models",
    author = "Fang, Jinyuan  and
      Meng, Zaiqiao  and
      Macdonald, Craig",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1793/",
    pages = "38699--38719",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ye-etal-2026-g,
    title = "{G}-{I}diom{A}lign: A Gloss-Pivoted Benchmark for Cross-Lingual Idiom Alignment",
    author = "Ye, Fengying  and
      Sun, Yanming  and
      Zhan, Runzhe  and
      Chao, Lidia S.  and
      Zhang, Zheqi  and
      Wong, Derek F.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1794/",
    pages = "38720--38739",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{baumg-artner-gurevych-2026-scicoqa,
    title = "{S}ci{C}o{QA}: Quality Assurance for Scientific Paper{--}Code Alignment",
    author = "Baumg{\textbackslash}{''}artner, Tim  and
      Gurevych, Iryna",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1795/",
    pages = "38740--38770",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-imprif,
    title = "{I}mp{RIF}: Stronger Implicit Reasoning Leads to Better Complex Instruction Following",
    author = "Yang, Yuancheng  and
      Yang, Lin  and
      Wang, Xu  and
      Tong, Chao  and
      Yang, Haihua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1796/",
    pages = "38771--38796",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-halluaudio,
    title = "{H}allu{A}udio: A Comprehensive Benchmark for Hallucination Detection in Large Audio-Language Models",
    author = "Zhao, Feiyu  and
      Chen, Yiming  and
      Lu, Wenhuan  and
      Zhang, Daipeng  and
      Yue, Xianghu  and
      Wei, Jianguo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1797/",
    pages = "38797--38816",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{molfese-etal-2026-retraceqa,
    title = "{R}e{T}race{QA}: Evaluating Reasoning Traces of Small Language Models in Commonsense Question Answering",
    author = "Molfese, Francesco Maria  and
      Moroni, Luca  and
      Porcaro, Ciro  and
      Conia, Simone  and
      Navigli, Roberto",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1798/",
    pages = "38817--38832",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-beft,
    title = "{BEFT}: Bias-Efficient Fine-Tuning of Language Models in Low-Data Regimes",
    author = "Huang, Baichuan  and
      Balashankar, Ananth  and
      Aminifar, Amir",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1799/",
    pages = "38833--38851",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fu-etal-2026-jopr,
    title = "{J}o{PR}: Joint Emotion Perception and Reasoning for Conversational Emotion Recognition",
    author = "Fu, Yumeng  and
      Huang, Weitao  and
      Wu, Junjie  and
      Teng, Hao  and
      Zhang, Meishan  and
      Liu, Bingquan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1800/",
    pages = "38852--38864",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-uncertainty,
    title = "Uncertainty-Aware Routing for Principled Alignment with {M}o{E} Dynamics",
    author = "Chen, Yilong  and
      Shang, Junyuan  and
      Feng, Yuchen  and
      Zhang, Zhenyu  and
      Gu, Naibin  and
      Wang, Ziqi  and
      Liu, Tingwen  and
      Wang, Shuohuan  and
      Sun, Yu  and
      Wu, Hua  and
      Wang, Haifeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1801/",
    pages = "38865--38880",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{bi-etal-2026-4,
    title = "S{\textasciicircum}4: Operationalizing Speech Act Theory for Strategic Semi-Structured Psychiatric Interview",
    author = "Bi, Guanqun  and
      Liu, Zhoufu  and
      Chen, Zhuang  and
      Wan, Dazhen  and
      Xiao, Xiyao  and
      Huang, Minlie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1802/",
    pages = "38881--38899",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gude-etal-2026-aligned,
    title = "More Aligned, Less Diverse? Analyzing the Grammar and Lexicon of Two Generations of {LLM}s",
    author = "Gude, Adri{\textbackslash}'an  and
      Santos-Rios, Roi  and
      Bond, Francis  and
      Flickinger, Dan  and
      G{\textbackslash}'omez-Rodr{\{}{\textbackslash}'{\textbackslash}i{\}}guez, Carlos  and
      Zamaraeva, Olga",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1803/",
    pages = "38900--38911",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-memcorl,
    title = "{M}em{C}o{RL}: Alternating Co-Optimization of Memory Retrieval and Utilization via Collaborative Reinforcement Learning",
    author = "Liu, Yuewen  and
      Xu, Peng  and
      Diao, Muxi  and
      Zhang, Anyi  and
      Li, Yang  and
      Zhang, Yutong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1804/",
    pages = "38912--38924",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chekalina-etal-2026-fast,
    title = "Fast and Accurate Fisher-Guided Quantization via Efficient Kronecker Factorization",
    author = "Chekalina, Viktoriia A.  and
      Timofey, Gerasin  and
      Kuznetsov, Andrey  and
      Frolov, Evgeny",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1805/",
    pages = "38925--38935",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fang-etal-2026-discovering,
    title = "Discovering a Shared Logical Subspace: Steering {LLM} Logical Reasoning via Alignment of Natural-Language and Symbolic Views",
    author = "Fang, Feihao  and
      Thai, My T.  and
      Lei, Yuanyuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1806/",
    pages = "38936--38956",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-one,
    title = "One Refiner to Unlock Them All: Inference-Time Reasoning Elicitation via Reinforcement Query Refinement",
    author = "Zhou, Yixiao  and
      Cheng, Dongzhou  and
      wu, Zhiliang  and
      Yang, Yi  and
      Cheng, Yu  and
      Fan, Hehe",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1807/",
    pages = "38957--38978",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shi-etal-2026-reinforcement,
    title = "Why Does Reinforcement Learning Generalize? A Feature-Level Mechanistic Study of Post-Training in Large Language Models",
    author = "Shi, Dan  and
      Han, Zhuowen  and
      Ostermann, Simon  and
      Jin, Renren  and
      Van Genabith, Josef  and
      Xiong, Deyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1808/",
    pages = "38979--39000",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-polymorphic,
    title = "Polymorphic Universal Transformer",
    author = "Chen, Yilong  and
      Gao, Zitian  and
      Xiao, Yihao  and
      Liu, Jason Klein  and
      Yang, Xinyu  and
      Luo, Yifan  and
      Luo, Haoming  and
      Ye, Zhengmao  and
      Liu, Tingwen  and
      Tao, Ran  and
      Dai, Bryan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1809/",
    pages = "39001--39013",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-reasoning,
    title = "Can Reasoning Path still be Effective as Input? Bridging Post-Reasoning to Chain-of-Thought Compression",
    author = "Li, Chengzhengxu  and
      Liu, Xiaoming  and
      Zhang, Zhaohan  and
      Liu, Shengchao  and
      Ma, Guoxin  and
      Lan, Yu  and
      Wang, Cong  and
      Shen, Chao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1810/",
    pages = "39014--39034",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-real,
    title = "{REAL}: {RE}trieval-re{A}soning and Logic-constructed Attention Behaviors for Long-Context {KV} Cache Compression",
    author = "Li, Mengjie  and
      Feng, Yuan  and
      Xie, Xike  and
      Song, William J.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1811/",
    pages = "39035--39052",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chizhov-etal-2026-words,
    title = "From Where Words Come: Efficient Regularization of Code Tokenizers Through Source Attribution",
    author = "Chizhov, Pavel  and
      Bogomolov, Egor  and
      Yamshchikov, Ivan P.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1812/",
    pages = "39053--39073",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{guo-etal-2026-emos,
    title = "{E}mo{S}: A High-Fidelity Multimodal Benchmark for Fine-grained Streaming Emotional Understanding",
    author = "Guo, Pengze  and
      Liang, Jingxi  and
      Xie, Zhiwen  and
      Wang, Qifeng  and
      Wong, Derek F.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1813/",
    pages = "39074--39089",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{utting-etal-2026-surprisal,
    title = "Surprisal Minimisation over Goal-directed Alternatives Predicts Production Choice in Dialogue",
    author = "Utting, Thomas P.  and
      Giulianelli, Mario  and
      Sinclair, Arabella",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1814/",
    pages = "39090--39109",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-howtonarrate,
    title = "{H}ow{T}o{N}arrate: A General-Domain Benchmark for Synchronized Video Narration with External Knowledge",
    author = "Wang, Xueyan  and
      Yang, Dingyi  and
      Jin, Qin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1815/",
    pages = "39110--39131",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gan-etal-2026-putting,
    title = "Putting {HUMANS} first: Efficient {LAM} Evaluation with Human Preference Alignment",
    author = "Gan, Woody Haosheng  and
      Held, William Barr  and
      Yang, Diyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1816/",
    pages = "39132--39174",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{le-etal-2026-towards,
    title = "Towards Fast and Accurate Modeling for Cross-Lingual Label Projection",
    author = "Le, Thang  and
      Nguyen, Huy Huu  and
      Luu, Anh Tuan  and
      Solorio, Thamar  and
      Nguyen, Thien Huu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1817/",
    pages = "39175--39198",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{abu-i-n-etal-2026-false,
    title = "False {F}riends or Cognates? A Cross-lingual Semantic Ambiguity Evaluation for {G}alician, {P}ortuguese and {S}panish",
    author = "Abu{\{}{\textbackslash}'{\textbackslash}i{\}}n, Marta V{\textbackslash}'azquez  and
      Camacho-Collados, Jose  and
      Garcia, Marcos",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1818/",
    pages = "39199--39214",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{miao-etal-2026-blindguard,
    title = "{B}lind{G}uard: Safeguarding {LLM}-based Multi-Agent Systems under Unknown Attacks",
    author = "Miao, Rui  and
      Liu, Yixin  and
      Wang, Yili  and
      Shen, Xu  and
      Tan, Yue  and
      Dai, Yiwei  and
      Pan, Shirui  and
      Wang, Xin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1819/",
    pages = "39215--39234",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-black,
    title = "Black-Box Membership Inference Attacks for Video Training Data in Multimodal Large Language Models",
    author = "Wang, Jinrui  and
      Gao, Zhenfeng  and
      Wang, Wendan  and
      Wang, Huili  and
      Qin, Zichen  and
      Zhu, Linjie  and
      Fu, Hongke  and
      Wang, Shangguang  and
      Qi, Tao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1820/",
    pages = "39235--39248",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{dong-etal-2026-mitigating,
    title = "Mitigating Safety Context Amnesia in Multimodal Reasoning Models via Intent-Guided Safety Reasoning",
    author = "Dong, Xiyao  and
      Cheng, Guangsheng  and
      Chen, YiLong  and
      Zhang, Xiaojin  and
      He, Kun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1821/",
    pages = "39249--39276",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-policy,
    title = "On-policy Reinforcement Fine-tuning with Offline reward for Multi-step Embodied Planning",
    author = "Wu, Di  and
      Fan, Jiaxin  and
      Gu, Chloe  and
      Wang, Guanbo  and
      Yin, Wei  and
      Li, Wenhao  and
      Jin, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1822/",
    pages = "39277--39307",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{qi-etal-2026-please,
    title = "Please refuse to answer me! Mitigating Over-Refusal in Large Language Models via Adaptive Contrastive Decoding",
    author = "Qi, Yupeng  and
      Lyu, Ziyu  and
      Cui, Lixin  and
      Bai, Lu  and
      Xia, Feng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1823/",
    pages = "39308--39325",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fang-etal-2026-knowledge,
    title = "Knowledge Injection Exists in {M}o{E}? Exploring Expert-Aware Contrast Decoding in {M}o{E} for Mitigating {LLM}s' Hallucinations",
    author = "Fang, Xinyue  and
      Tian, Zhiliang  and
      Huang, Zhen  and
      Pan, Ziyi  and
      Wen, Zhihua  and
      Wang, Xi  and
      Fang, Quntian  and
      Li, Dongsheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1824/",
    pages = "39326--39343",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fu-etal-2026-ercthinker,
    title = "{ERCT}hinker: Fast-Slow Thinking for Emotion Recognition in Conversation",
    author = "Fu, Yumeng  and
      Huang, Weitao  and
      Wu, Junjie  and
      Teng, Hao  and
      Shang, Shouduo  and
      Zhang, Meishan  and
      Liu, Bingquan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1825/",
    pages = "39344--39359",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{agarwal-etal-2026-rear,
    title = "{RE}a{R} : Retrieve, Expand and Refine for Effective Multitable Retrieval",
    author = "Agarwal, Rishita  and
      Singhal, Himanshu  and
      Chen, Peter Baile  and
      Choudhury, Manan Roy  and
      Roth, Dan  and
      Gupta, Vivek",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1826/",
    pages = "39360--39374",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-figure,
    title = "Figure It Out: Improve the Frontier of Reasoning with Executable Visual States",
    author = "Chen, Meiqi  and
      Meng, Fandong  and
      Zhou, Jie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1827/",
    pages = "39375--39388",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-march,
    title = "{MARCH}: Multi-Agent Reinforced Check for Hallucination",
    author = "Li, Zhuo  and
      Zhang, Yupeng  and
      Cheng, Pengyu  and
      Song, Jiajun  and
      Zhou, Mengyu  and
      Li, Hao  and
      Hu, Shujie  and
      Qin, Yu  and
      Erchao.zec  and
      Jiang, Xiaoxi  and
      Guanjunjiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1828/",
    pages = "39389--39415",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ma-etal-2026-survey,
    title = "A Survey of Deep Learning for Geometry Problem Solving",
    author = "Ma, Jianzhe  and
      Wang, Wenxuan  and
      Jin, Qin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1829/",
    pages = "39416--39448",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liang-etal-2026-consistrm,
    title = "{C}onsist{RM}: Improving Generative Reward Models via Consistency-Aware Self-Training",
    author = "Liang, Yu  and
      Liu, Liangxin  and
      Wang, Longzheng  and
      Wangyan  and
      Yueyang, Zhang  and
      Xia, Long  and
      Sun, Zhiyuan  and
      Shi, Daiting",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1830/",
    pages = "39449--39466",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-beyond-experience,
    title = "Beyond Experience Retrieval: Learning to Generate Utility-Optimized Structured Experience for Frozen {LLM}s",
    author = "Li, Xuancheng  and
      Li, Haitao  and
      Zhou, Yujia  and
      Liu, Yiqun  and
      Ai, Qingyao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1831/",
    pages = "39467--39482",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{grossman-chen-2026-zero,
    title = "Zero-shot Large Language Models for Automatic Readability Assessment",
    author = "Grossman, Riley  and
      Chen, Yi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1832/",
    pages = "39483--39499",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-fu-2026-noisycausal,
    title = "{N}oisy{C}ausal: A Benchmark for Evaluating Causal Reasoning Under Structured Noise",
    author = "Xu, Zhi  and
      Fu, Yun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1833/",
    pages = "39500--39513",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-chain,
    title = "Chain-of-Thought as a Lens: Evaluating Structured Reasoning Alignment between Human Preferences and Large Language Models",
    author = "Wang, Boxuan  and
      Li, Zhuoyun  and
      Huang, Xinmiao  and
      Huang, Xiaowei  and
      Dong, Yi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1834/",
    pages = "39514--39530",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-robust,
    title = "Robust Membership Inference for Large Language Models under Adversarial Generative Corruption",
    author = "Huang, Yuanhong  and
      Wang, Huili  and
      Bai, Xueying  and
      Wang, Jinrui  and
      Liu, Jiajun  and
      Wang, Ziqin  and
      Ni, Wanchun  and
      Wang, Shangguang  and
      Qi, Tao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1835/",
    pages = "39531--39547",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-towards-trustworthy,
    title = "Towards Trustworthy Smart Contract Synthesis: A Multi-Agent Framework with Lean-Based Verification",
    author = "Zhang, Bowei  and
      Liu, Hanbing  and
      Tian, Qixin  and
      Chen, Siyu  and
      Wang, Ziyuan  and
      Qi, Qi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1836/",
    pages = "39548--39582",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lee-etal-2026-lora,
    title = "{L}o{RA} on the Go: Instance-level Dynamic {L}o{RA} Selection and Merging",
    author = "Lee, Seungeon  and
      Das, Soumi  and
      Gupta, Manish  and
      Gummadi, Krishna P.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1837/",
    pages = "39583--39601",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{joo-lee-2026-deep,
    title = "Deep Supervised Contrastive Learning of Pitch Contours for Robust Pitch Accent Classification in Seoul {K}orean",
    author = "Joo, Hyunjung  and
      Lee, GyeongTaek",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1838/",
    pages = "39602--39621",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-darm,
    title = "{DARM}: Distribution-Aware Reward Modeling by Alleviating Biases from Low Preference-Context Dependency Data",
    author = "Liu, Shaofan  and
      Zhang, Guoqiang  and
      Dou, Shihan  and
      Zheng, Huiyuan  and
      Zhou, Yiming  and
      Ye, Junjie  and
      Wang, Shaowen  and
      Liu, Shichun  and
      Zhang, Jiazheng  and
      Gui, Tao  and
      Zhang, Qi  and
      Huang, Xuanjing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1839/",
    pages = "39622--39639",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ren-etal-2026-knowrl,
    title = "{K}now{RL}: Exploring Knowledgeable Reinforcement Learning for Factuality",
    author = "Ren, Baochang  and
      Qiao, Shuofei  and
      Zhang, Ningyu  and
      Zheng, Da  and
      Chen, Huajun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1840/",
    pages = "39640--39658",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-rethinking-depression,
    title = "Rethinking Depression Prediction from a Fine-Grained Subscore Modeling Perspective via Multi-Task Learning",
    author = "Wang, Zhenguang  and
      Li, Bo  and
      Tan, Wenhui  and
      Cao, Peng  and
      Wang, Yang  and
      Duan, Jia  and
      Wang, Fei  and
      Zaiane, Osmar",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1841/",
    pages = "39659--39672",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-pdtrim,
    title = "{PDT}rim: Targeted Pruning for Prefill-Decode Disaggregation in Inference",
    author = "Zhang, Hao  and
      Mengsi, Lyu  and
      Chen, Zhuo  and
      Ao, Yulong  and
      Lin, Yonghua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1842/",
    pages = "39673--39690",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-astra,
    title = "{ASTRA}: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking {LLM}s",
    author = "Liu, Xu  and
      Chen, Yan  and
      Ling, Kan  and
      Zhu, Yichi  and
      Zhang, Hengrun  and
      Fan, Guisheng  and
      Yu, Huiqun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1843/",
    pages = "39691--39710",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiao-etal-2026-llm,
    title = "{LLM} Safety From Within: Detecting Harmful Content with Internal Representations",
    author = "Jiao, Difan  and
      Liu, Yilun  and
      Yuan, Ye  and
      Tang, Zhenwei  and
      Du, Linfeng  and
      Wu, Haolun  and
      Anderson, Ashton",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1844/",
    pages = "39711--39727",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{nie-etal-2026-attnpo,
    title = "{A}ttn{PO}: Attention-Guided Process Supervision for Efficient Reasoning",
    author = "Nie, Shuaiyi  and
      Dingsiyu  and
      Zhang, Wenyuan  and
      Yu, Linhao  and
      Yang, Tianmeng  and
      Chen, Yao  and
      Yin, Weichong  and
      Sun, Yu  and
      Wu, Hua  and
      Liu, Tingwen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1845/",
    pages = "39728--39748",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{maurya-liu-2026-evaluating,
    title = "Evaluating {LLM}s on Large-Scale Graph Property Estimation via Random Walks",
    author = "Maurya, Sunil Kumar  and
      Liu, Xin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1846/",
    pages = "39749--39777",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-medeinst,
    title = "{M}ed{E}inst: Benchmarking the Einstellung Effect in Medical {LLM}s through Counterfactual Differential Diagnosis",
    author = "Chen, Wenting  and
      Huang, Guolin  and
      Wang, Wenxuan  and
      Zhu, Zhongrui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1847/",
    pages = "39778--39798",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wei-etal-2026-libra,
    title = "Libra-{VLA}: Achieving Learning Equilibrium via Asynchronous Coarse-to-Fine Dual-System",
    author = "Wei, Yifei  and
      Zhong, Linqing  and
      Liu, Yi  and
      Lu, Yuxiang  and
      He, Xindong  and
      Yao, Maoqing  and
      Ren, Guanghui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1848/",
    pages = "39799--39815",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{trott-etal-2026-language,
    title = "Language Statistics and False Belief Reasoning: Evidence from 41 Open-Weight {LM}s",
    author = "Trott, Sean  and
      Taylor, Samuel M.  and
      Jones, Cameron Robert  and
      Michaelov, James A.  and
      Rivi{\textbackslash}`ere, Pamela D.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1849/",
    pages = "39816--39833",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{pu-etal-2026-decoding,
    title = "Decoding-Unlearning: Fact Forgetting via Entropy-Guided Inference",
    author = "Pu, Jingwen  and
      Shi, Mingjun  and
      Ren, Xinrui  and
      Wang, Yizhe  and
      Zhang, Xinyu  and
      Wang, Zhaokun  and
      She, Kun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1850/",
    pages = "39834--39860",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-global,
    title = "Global Adaptive Momentum Meets Local Personalized Perturbation: Efficient Federated {LLM} Fine-Tuning with Zeroth-Order Gradients",
    author = "Chen, Zihan  and
      Yang, Howard Hao  and
      Quek, Tony  and
      Chong, Kai Fong Ernest",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1851/",
    pages = "39861--39875",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lv-etal-2026-beyond,
    title = "Beyond Query Memorization: Large Language Model Routing with Query Decomposition and Historical Matching",
    author = "Lv, Bo  and
      Sun, Jingbo  and
      Lv, Jianwei  and
      Tang, Chen  and
      Zhang, Shaojie  and
      Liu, Nayu  and
      Yu, Guoxin  and
      Li, Zihao  and
      Zhang, Qichao  and
      Zhao, Dongbin  and
      Luo, Ping  and
      Yu, Yue",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1852/",
    pages = "39876--39892",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zheng-etal-2026-market,
    title = "Market-Bench: Benchmarking Large Language Models on Economic and Trade Competition",
    author = "Zheng, Yushuo  and
      Duan, Huiyu  and
      Zhang, Zicheng  and
      Zhu, Yucheng  and
      Min, Xiongkuo  and
      Zhai, Guangtao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1853/",
    pages = "39893--39906",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-benchmarking,
    title = "Benchmarking Post-Training Quantization of Large Language Models under Microscaling Floating Point Formats",
    author = "Zhang, Manyi  and
      Li, Ji-Fu  and
      Sun, Zhongao  and
      Bai, Haoli  and
      Zhen, Hui-Ling  and
      Dong, Zhenhua  and
      Yu, Xianzhi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1854/",
    pages = "39907--39923",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-hiedit,
    title = "{H}i{E}dit: Lifelong Model Editing with Hierarchical Reinforcement Learning",
    author = "Wang, Yangfan  and
      Sun, Tianyang  and
      Tang, Chen  and
      Liu, Jie  and
      Cai, Wei  and
      Jiang, Jingchi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1855/",
    pages = "39924--39942",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-long,
    title = "Too Long, Do Re-weighting for Efficient {LLM} Reasoning Compression",
    author = "Li, Zhong-Zhi  and
      Liang, Xiao  and
      Tang, Zihao  and
      Ji, Lei  and
      Wang, Peijie  and
      Xu, Haotian  and
      W, Xing  and
      Huang, Haizhen  and
      Deng, Weiwei  and
      Gong, Yeyun  and
      Guo, Zhijiang  and
      Liu, Xiao  and
      Yin, Fei  and
      Liu, Cheng-Lin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1856/",
    pages = "39943--39962",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-measuring,
    title = "Measuring Social Bias in Vision-Language Models with Face-Only Counterfactuals from Real Photos",
    author = "Chen, Haodong  and
      Huang, Qiang  and
      Zhao, Jiaqi  and
      Jiang, Qiuping  and
      Chang, Xiaojun  and
      Yu, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1857/",
    pages = "39963--39987",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{duan-etal-2026-kaser,
    title = "{KASER}: Knowledge-Aligned Student Error Simulator for Open-Ended Coding Tasks",
    author = "Duan, Zhangqi  and
      Fernandez, Nigel  and
      Lan, Andrew",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1858/",
    pages = "39988--40006",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tang-etal-2026-grouptom,
    title = "{G}roup{T}o{M}-Bench: Benchmarking Group Theory of Mind and Nonlinear Social Emergence in {MLLM}s",
    author = "Tang, Weidong  and
      Li, Jierui  and
      Hou, Yueling  and
      Mei, Zihan  and
      Zhang, Can  and
      Wan, Xinyan  and
      Liang, Zhiyuan  and
      Zhou, Pengfei  and
      You, Yang  and
      Zhao, Wangbo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1859/",
    pages = "40007--40031",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tsujimura-etal-2026-assessing,
    title = "Assessing the Belief Consistency of Large Language Models on the Logical Conversation Process",
    author = "Tsujimura, Tomoki  and
      Rikters, Mat{\textbackslash}={\{}i{\}}ss  and
      Asada, Masaki  and
      Egami, Shusaku  and
      Ishigaki, Tatsuya  and
      Yano, Ken  and
      Takamura, Hiroya",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1860/",
    pages = "40032--40055",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gan-etal-2026-textual,
    title = "Textual Steering Vectors Can Improve Visual Understanding in Multimodal Large Language Models",
    author = "Gan, Woody Haosheng  and
      Fu, Deqing  and
      Asilis, Julian  and
      Liu, Ollie  and
      Sharan, Vatsal  and
      Jia, Robin  and
      Neiswanger, Willie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1861/",
    pages = "40056--40087",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{srey-etal-2026-learning,
    title = "Learning Uncertainty from Sequential Internal Dispersion in Large Language Models",
    author = "Srey, Ponhvoan  and
      Wu, Xiaobao  and
      Nguyen, Cong-Duy T  and
      Luu, Anh Tuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1862/",
    pages = "40088--40106",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-fly,
    title = "On-the-Fly {VLA} Adaptation via Test-Time Reinforcement Learning",
    author = "Liu, Changyu  and
      Liu, Yiyang  and
      Wang, Taowen  and
      Zhuang, Qiao  and
      Liang, James Chenhao  and
      Yang, Wenhao  and
      Xu, Renjing  and
      Wang, Qifan  and
      Liu, Dongfang  and
      Han, Cheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1863/",
    pages = "40107--40125",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{luo-etal-2026-adamix,
    title = "{A}da{M}ix: Adaptive Mixing for Short and Long Reasoning Adapters",
    author = "Luo, Hao  and
      Yan, Xiao  and
      Li, Xinyan  and
      Zeng, Qiming  and
      Lin, Yuhao  and
      Feng, Shanshan  and
      Wang, Hao  and
      Jiang, Jiawei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1864/",
    pages = "40126--40147",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{okada-etal-2026-quantifying,
    title = "Quantifying and Mitigating Socially Desirable Responding in {LLM}s: A Desirability-Matched Graded Forced-Choice Psychometric Study",
    author = "Okada, Kensuke  and
      Furukawa, Yui  and
      Bunji, Kyosuke",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1865/",
    pages = "40148--40166",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-curated,
    title = "From Curated Data to Scalable Models: Continual Pre-training of Dense and {M}o{E} Large Language Models for {T}ibetan",
    author = "Yang, Lei  and
      Pan, Leiyu  and
      Xiong, Bojian  and
      Jin, Renren  and
      Zhang, Shaowei  and
      Chen, Yue  and
      Shi, Ling  and
      Zhou, Jiang  and
      Wu, Junru  and
      Wang, Zhen  and
      Peng, Jianxiang  and
      Xiao, Juesi  and
      Dong, Tianyu  and
      Han, Zhuowen  and
      Chen, Zhuo  and
      Ren, Yuqi  and
      Xiong, Deyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1866/",
    pages = "40167--40182",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{bao-etal-2026-urbangeoeval,
    title = "{U}rban{G}eo{E}val: A City-Scale Benchmark for Evaluating Large Language Models in Geospatial Reasoning",
    author = "Bao, Mutian  and
      Qi, Qiuyi  and
      Liang, Tian  and
      Zhang, Jinjian  and
      Zhou, Wei  and
      Kong, Ming  and
      Mo, Linjian  and
      Zhu, Qiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1867/",
    pages = "40183--40223",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{nakshatri-etal-2026-taigr,
    title = "{TAIGR}: Towards Modeling Influencer Content on Social Media via Structured, Pragmatic Inference",
    author = "Nakshatri, Nishanth Sridhar  and
      Caplan, Eylon  and
      Pujari, Rajkumar  and
      Goldwasser, Dan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1868/",
    pages = "40224--40248",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tonja-etal-2026-afri,
    title = "Afri-{MCQA}: Multimodal Cultural Question Answering for {A}frican Languages",
    author = "Tonja, Atnafu Lambebo  and
      Anand, Srija  and
      Villa-Cueva, Emilio  and
      Azime, Israel Abebe  and
      Alabi, Jesujoba Oluwadara  and
      Mohamed, Muhidin A.  and
      Yadeta, Debela Desalegn  and
      Abadi, Negasi Haile  and
      Oppong, Abigail  and
      Obiefuna, Nnaemeka Casmir  and
      Abdulmumin, Idris  and
      Etori, Naome A  and
      Wairagala, Eric Peter  and
      Tshinu, Kanda Patrick  and
      Emmanuel, Imanigirimbabazi  and
      Malema, Gabofetswe  and
      Aji, Alham Fikri  and
      Adelani, David Ifeoluwa  and
      Solorio, Thamar",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1869/",
    pages = "40249--40282",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{qi-etal-2026-e,
    title = "{E}-{V}i{C}: Reasoning Beyond Text via Embodied Visual Chain for Spatial Intelligence",
    author = "Qi, Junbo  and
      Zhang, Yi  and
      Ni, Hanchu  and
      Liu, Che  and
      Yao, Zhimin  and
      Yang, Ruilin  and
      Ren, Xiancong  and
      Wen, Liangjian  and
      Ge, Wei  and
      Ieiri, Yuya  and
      Yoshie, Osamu  and
      Dai, Yong  and
      Ju, Xiaozhu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1870/",
    pages = "40283--40303",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tuo-etal-2026-messtoclean,
    title = "{M}ess{T}o{C}lean: Evidence-Grounded Structure-Preserving Reconstruction for Real-World Degraded Exam Paper Images",
    author = "Tuo, Jiayi  and
      Tang, Cheng  and
      Wang, Zihan  and
      Zhou, Chenyue  and
      Li, Yao  and
      Ma, Yanbiao  and
      Wang, Chao  and
      Dai, Wei  and
      Wang, Mingxuan  and
      Qin, Shitong  and
      Zhao, Ziwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1871/",
    pages = "40304--40322",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mileti-c-etal-2026-phonemes,
    title = "Phonemes to the Rescue: Multilingual Tokenization Based on International Phonetic Alphabet",
    author = "Mileti{\textbackslash}'c, Milan  and
      Kallini, Julie  and
      Shutova, Ekaterina",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1872/",
    pages = "40323--40349",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xie-etal-2026-structure,
    title = "Structure Guided Retrieval-Augmented Generation for Factual Queries",
    author = "Xie, Miao  and
      Zhang, Xiao  and
      Li, Yi  and
      Lv, Chunli",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1873/",
    pages = "40350--40370",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shami-etal-2026-groke,
    title = "{GROKE}: Vision-Free Navigation Instruction Evaluation via Graph Reasoning on {O}pen{S}treet{M}ap",
    author = "Shami, Farzad  and
      Dey, Subhrasankha  and
      de Weghe, Nico Van  and
      Tenkanen, Henrikki",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1874/",
    pages = "40371--40391",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{seong-etal-2026-emotion,
    title = "Emotion-Wheel-Guided Audio-Referred Text Representation for Multimodal Emotion Recognition in Conversation",
    author = "Seong, Eunseon  and
      Lee, Harim  and
      Kim, Dahye  and
      Kim, Changhyun  and
      Chae, Dong-Kyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1875/",
    pages = "40392--40403",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-longvideoagent,
    title = "{L}ong{V}ideo{A}gent: Multi-Agent Reasoning with Long Videos",
    author = "Liu, Runtao  and
      Liu, Ziyi  and
      Tang, Jiaqi  and
      Ma, Yue  and
      Pi, Renjie  and
      Zhang, Jipeng  and
      Chen, Qifeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1876/",
    pages = "40404--40416",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ghaddar-etal-2026-bosch,
    title = "{BOSCH}: Black-Box Binary Optimization for Short-Context Attention-Head Selection in {LLM}s",
    author = "Ghaddar, Abbas  and
      Kobyzev, Ivan  and
      Chen, Boxing  and
      Cui, Yufei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1877/",
    pages = "40417--40444",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fu-etal-2026-scaling,
    title = "Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models",
    author = "Fu, Tingchen  and
      Li, Yafu  and
      Gu, Jiawei  and
      Qu, Xiaoye  and
      Cheng, Yu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1878/",
    pages = "40445--40463",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-mirrorqa,
    title = "{M}irror{QA}: Benchmarking Multimodal {LLM}s on Mirror-Orientation Reasoning",
    author = "Liu, Jingping  and
      Peng, Xingchen  and
      Zhou, Yan  and
      Liu, Ziyan  and
      Zhai, Jie  and
      Chen, Ronghao  and
      Wang, Huacan  and
      Jia, Xiaofeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1879/",
    pages = "40464--40476",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-robust,
    title = "Robust Tool Use via Fission-{GRPO}: Learning to Recover from Execution Errors",
    author = "Zhang, Zhiwei  and
      Zhao, Fei  and
      Wang, Rui  and
      Wang, Zezhong  and
      Liang, Bin  and
      Wang, Jiakang  and
      Hu, Yao  and
      Cao, Shaosheng  and
      Wong, Kam-Fai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1880/",
    pages = "40477--40491",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lee-etal-2026-dimabsa,
    title = "{D}im{ABSA}: Building Multilingual and Multidomain Datasets for Dimensional Aspect-Based Sentiment Analysis",
    author = "Lee, Lung-Hao  and
      Yu, Liang-Chih  and
      Loukachevitch, Natalia V  and
      Alimova, Ilseyar  and
      Panchenko, Alexander  and
      Lin, Tzu-Mi  and
      Xu, Zhe-Yu  and
      Zhou, Jian-Yu  and
      Zheng, Guangmin  and
      Wang, Jin  and
      Awasthi, Sharanya  and
      Becker, Jonas  and
      Wahle, Jan Philip  and
      Ruas, Terry  and
      Muhammad, Shamsuddeen Hassan  and
      Mohammad, Saif M.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1881/",
    pages = "40492--40518",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-cap,
    title = "{CAP}: Controllable Alignment Prompting for Unlearning in {LLM}s",
    author = "Wang, Zhaokun  and
      Guo, Jinyu  and
      Pu, Jingwen  and
      Pu, Hongli  and
      Yang, Meng  and
      Chen, Xunlei  and
      Ou, Jie  and
      Li, Wenyi  and
      Luo, Guangchun  and
      Tian, Wenhong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1882/",
    pages = "40519--40539",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{talreja-etal-2026-georc,
    title = "{G}eo{RC}: A Benchmark for Geolocation Reasoning Chains",
    author = "Talreja, Mohit  and
      Diao, Joshua  and
      James, Jim  and
      Casapu, Radu  and
      Santanam, Tejas  and
      Mendes, Ethan  and
      Ritter, Alan  and
      Xu, Wei  and
      Hays, James",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1883/",
    pages = "40540--40564",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{brinner-zarrie-ss-2026-semcse,
    title = "{S}em{CSE}-Multi: Multifaceted and Decodable Embeddings for Aspect-Specific and Interpretable Scientific Domain Mapping",
    author = "Brinner, Marc  and
      Zarrie{\{}{\textbackslash}ss{\}}, Sina",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1884/",
    pages = "40565--40586",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-sun-2026-rendering,
    title = "Rendering Data Unlearnable by Exploiting {LLM} Alignment Mechanisms",
    author = "Zhang, Ruihan  and
      Sun, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1885/",
    pages = "40587--40598",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kirmayr-etal-2026-car,
    title = "{CAR}-bench: Evaluating the Consistency and Limit-Awareness of {LLM} Agents under Real-World Uncertainty",
    author = "Kirmayr, Johannes  and
      Stappen, Lukas  and
      Andre, Elisabeth",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1886/",
    pages = "40599--40618",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jin-etal-2026-tiny,
    title = "Tiny Scales, Great Challenges: The Limits of Multimodal {LLM}s in Scale Recognition",
    author = "Jin, Jihang  and
      Chen, Ronghao  and
      Zhang, Hao  and
      Liu, Ziyan  and
      Wang, Huacan  and
      Ye, Qi  and
      Liu, Jingping",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1887/",
    pages = "40619--40632",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ma-etal-2026-m3,
    title = "M$^3$-{VQA}: A Benchmark for Multimodal, Multi-Entity, Multi-Hop Visual Question Answering",
    author = "Ma, Jiatong  and
      Guo, Longteng  and
      Liu, Yuchen  and
      Zhao, Zijia  and
      Hao, Dongze  and
      Lin, Xuanxu  and
      Liu, Jing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1888/",
    pages = "40633--40669",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hu-etal-2026-selection,
    title = "From Selection to Refinement: Iterative Optimization for Instruction Data",
    author = "Hu, Hang  and
      Liu, Ziyan  and
      Wen, Rujie  and
      Hou, Ruihui  and
      Wu, Xueyan  and
      Zhang, Mu  and
      Yu, Jianxing  and
      Ruan, Tong  and
      Liu, Jingping",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1889/",
    pages = "40670--40684",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lewis-etal-2026-vista,
    title = "{VISTA}: Verification In Sequential Turn-based Assessment",
    author = "Lewis, Ashley  and
      Perrault, Andrew  and
      Fosler-Lussier, Eric  and
      White, Michael",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1890/",
    pages = "40685--40714",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yuan-etal-2026-knowledge,
    title = "Knowledge-to-Verification: Exploring {RLVR} for {LLM}s in Knowledge-Intensive Domains",
    author = "Yuan, Zhonghang  and
      Wang, Zhefan  and
      Hu, Fang  and
      Chen, Zihong  and
      Li, Jinzhe  and
      Li, Gang  and
      Ying, Jie  and
      Kong, Huanjun  and
      Zhang, Songyang  and
      Dong, Nanqing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1891/",
    pages = "40715--40749",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{bei-etal-2026-mem,
    title = "Mem-Gallery: Benchmarking Multimodal Long-Term Conversational Memory for {MLLM} Agents",
    author = "Bei, Yuanchen  and
      Wei, Tianxin  and
      Ning, Xuying  and
      Zhao, Yanjun  and
      Liu, Zhining  and
      Lin, Xiao  and
      Zhu, Yada  and
      Hamann, Hendrik  and
      He, Jingrui  and
      Tong, Hanghang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1892/",
    pages = "40750--40784",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kim-etal-2026-hardbench,
    title = "{H}ar{DB}ench: A Benchmark for Draft-Based Co-Authoring Jailbreak Attacks for Safe Human{--}{LLM} Collaborative Writing",
    author = "Kim, EunTae  and
      Han, Soomin  and
      Chang, Buru",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1893/",
    pages = "40785--40831",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-mind,
    title = "Mind Reader: Latent User Demand-Guided Content Optimization for Generative Search Engine",
    author = "Chen, Tong  and
      Guo, JiaWei  and
      Li, Yuxi  and
      Chen, Baiming  and
      Ren, Houxing  and
      Zhiwei, Zhang  and
      Zhang, Yunxiang  and
      Xia, Hanyang  and
      Liang, Kun  and
      Fan, Zhaoran",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1894/",
    pages = "40832--40848",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-retrieval,
    title = "Retrieval-Augmented Defense: Adaptive and Controllable Jailbreak Prevention for Large Language Models",
    author = "Yang, Guangyu  and
      Chen, Jinghong  and
      Mei, Jingbiao  and
      Lin, Weizhe  and
      Byrne, Bill",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1895/",
    pages = "40849--40868",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-cnsl,
    title = "{CNSL}-bench: Benchmarking the Sign Language Understanding Capabilities of {MLLM}s on {C}hinese National Sign Language",
    author = "Zhao, Rui  and
      Zhong, Xuewen  and
      Zheng, Xiaoyun  and
      Su, Jinsong  and
      Chen, Yidong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1896/",
    pages = "40869--40890",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ranaldi-etal-2026-thinking,
    title = "Thinking in Schemas: Robust Syllogistic Reasoning in {LLM}s",
    author = "Ranaldi, Federico  and
      Ranaldi, Leonardo  and
      Zanzotto, Fabio Massimo  and
      Cohen, Shay B",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1897/",
    pages = "40891--40909",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{su-etal-2026-amadeus,
    title = "Amadeus: Autoregressive Model with Bidirectional Attribute Modelling for Symbolic Music",
    author = "Su, Hongju  and
      Li, Ke  and
      Yang, Lan  and
      Zhang, Honggang  and
      Song, Yi-Zhe",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1898/",
    pages = "40910--40928",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{abdelkadir-etal-2026-fedmental,
    title = "{F}ed{M}ental: Evaluating Federated Learning for Mental Health Detection from Social Media Data",
    author = "Abdelkadir, Nuredin Ali  and
      Ratnam, Anjali  and
      Talat, Zeerak  and
      Chancellor, Stevie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1899/",
    pages = "40929--40944",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-wan-2026-edit,
    title = "Edit-Aware Reward Modeling for {C}hinese Grammatical Error Correction",
    author = "Li, Yilin  and
      Wan, Xiaojun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1900/",
    pages = "40945--40957",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-genpt,
    title = "{G}en{PT}: Beyond Self-Report for Reliable {LLM} Psychometrics via Generative Projective Testing",
    author = "Wang, Ming  and
      Wu, Shuang  and
      Wang, Bixuan  and
      Lin, Lu  and
      Chen, Yuxin  and
      Yang, Xiaocui  and
      Wang, Daling  and
      Feng, Shi  and
      Zhang, Yifei  and
      Sun, Yufan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1901/",
    pages = "40958--40974",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lee-etal-2026-still,
    title = "Still Between Us? Evaluating and Improving Voice Assistant Robustness to Third-Party Interruptions",
    author = "Lee, Dongwook  and
      Song, Eunwoo  and
      Lee, Che Hyun  and
      Kim, Heeseung  and
      Yoon, Sungroh",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1902/",
    pages = "40975--41004",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cheng-etal-2026-learning,
    title = "Learning to Conceal Risk: Controllable Multi-turn Red Teaming for {LLM}s in the Financial Domain",
    author = "Cheng, Gang  and
      Jin, Haibo  and
      Zhang, Wenbin  and
      Wang, Haohan  and
      Zhuang, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1903/",
    pages = "41005--41020",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-beyond-static,
    title = "Beyond Static Alignment: Adaptive Arbitration for Semantic Incongruence in Semi-Supervised Multimodal Sentiment Analysis",
    author = "Li, Huicong  and
      Ji, Xiangbo  and
      Wu, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1904/",
    pages = "41021--41032",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mendozza-s-o-gaard-2026-llm,
    title = "{LLM} Beliefs Are in Their Heads",
    author = "Mendozza, Alessandro Corona  and
      S{\{}{\textbackslash}o{\}}gaard, Anders",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1905/",
    pages = "41033--41067",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-proactiveeval,
    title = "{P}roactive{E}val: A Unified Evaluation Framework for Proactive Dialogue Agents",
    author = "Liu, Tianjian  and
      Wan, Fanqi  and
      Guo, Jiajian  and
      Quan, Xiaojun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1906/",
    pages = "41068--41100",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kele-c-s-etal-2026-visual,
    title = "The Visual Iconicity Challenge: Evaluating Vision-Language Models on Sign Language Form{--}Meaning Mapping",
    author = "Kele{\textbackslash}c{\{}s{\}}, Onur  and
      Ozyurek, Asli  and
      Ortega, Gerardo  and
      G{\textbackslash}{''}okg{\textbackslash}{''}oz, Kadir  and
      Ghaleb, Esam",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1907/",
    pages = "41101--41116",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-competition,
    title = "From Competition to Synergy: Unlocking Reinforcement Learning for Subject-Driven Image Generation",
    author = "Huang, Ziwei  and
      Shu, Ying  and
      Fanghao  and
      Long, Quanyu  and
      Wang, Wenya  and
      Guo, Qiushi  and
      Ge, Tiezheng  and
      Gan, Leilei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1908/",
    pages = "41117--41136",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ye-etal-2026-deep,
    title = "Deep-Reporter: Deep Research for Grounded Multimodal Long-Form Generation",
    author = "Ye, Fangda  and
      Dong, Kuicai  and
      Zhifei, Xie  and
      Hu, Yuxin  and
      Yin, Yihang  and
      Huang, Shurui  and
      Dong, Shikai  and
      Zhang, Chen  and
      Bao, Jianzhu  and
      Yan, Shuicheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1909/",
    pages = "41137--41177",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-embodied,
    title = "Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks",
    author = "Zhang, Wenqi  and
      Wang, Mengna  and
      Liu, Gangao  and
      Xu, Huixin  and
      Jiang, Yiwei  and
      Shen, Yongliang  and
      Hou, Guiyang  and
      Zheng, Zhe  and
      Zhang, Hang  and
      Li, Xin  and
      Liu, Jiajun  and
      Lu, Weiming  and
      Li, Peng  and
      Zhuang, Yueting",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1910/",
    pages = "41178--41207",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-temporal,
    title = "Temporal Precision Matters: Brain-Tuning Speech Language Models with Millisecond-Resolution Neural Signals",
    author = "Zhang, Zhejun  and
      Zhou, Wenqing  and
      Xu, Haozhe  and
      Zhang, Lin  and
      Li, Lei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1911/",
    pages = "41208--41226",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zong-etal-2026-one,
    title = "One Pair Suffices: Unlocking Universal Zero-Shot Translation via Cross-Architecture Alignment",
    author = "Zong, Hao  and
      Yuan, Cong Hu  and
      Bei, Chao  and
      Chen, Wentao  and
      Liu, Huan  and
      Huang, Kaiyu  and
      Huang, Degen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1912/",
    pages = "41227--41237",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-lasa,
    title = "{LASA}: Language-Agnostic Semantic Alignment at the Semantic Bottleneck for {LLM} Safety",
    author = "Yang, Junxiao  and
      Liu, Haoran  and
      Tu, Jinzhe  and
      Cheng, Jiale  and
      Zhang, Zhexin  and
      Cui, Shiyao  and
      Weng, Jiaqi  and
      Tao, Jialing  and
      Xue, Hui  and
      Wang, Hongning  and
      Qiu, Han  and
      Huang, Minlie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1913/",
    pages = "41238--41259",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-modeling,
    title = "Modeling Annotator Disagreement with Demographic-Aware Experts and Synthetic Perspectives",
    author = "Xu, Yinuo  and
      Derricks, Veronica  and
      Earl, Allison  and
      Jurgens, David",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1914/",
    pages = "41260--41294",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gonzalez-etal-2026-multimodal,
    title = "Multimodal Safety Evaluation in Generative Agent Social Simulations",
    author = "Gonzalez, Alhim Adonai Vera  and
      Hinojosa, Carlos  and
      Sanchez, Karen  and
      Hamid, Haidar Bin  and
      Kim, Donghoon  and
      Ghanem, Bernard",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1915/",
    pages = "41295--41310",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{thellmann-etal-2026-quantifying,
    title = "Quantifying the Impact of Translation Errors on Multilingual {LLM} Evaluation",
    author = "Thellmann, Klaudia  and
      Stadler, Bernhard  and
      F{\textbackslash}{''}arber, Michael  and
      Lehmann, Jens",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1916/",
    pages = "41311--41334",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-long-context,
    title = "Long-Context Reasoning Through Proxy-Based Chain-of-Thought Tuning",
    author = "Li, Miao  and
      Saparina, Irina  and
      Gurung, Alexander  and
      Lapata, Mirella",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1917/",
    pages = "41335--41347",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fu-etal-2026-maspo,
    title = "{MASPO}: Unifying Gradient Utilization, Probability Mass, and Signal Reliability for Robust and Sample-Efficient {LLM} Reasoning",
    author = "Fu, Xiaoliang  and
      Lin, Jiaye  and
      Fang, Yangyi  and
      Zheng, Binbin  and
      Hu, Chaowen  and
      Shao, Zekai  and
      Qin, Cong  and
      Pan, Lu  and
      Zeng, Ke  and
      Cai, Xunliang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1918/",
    pages = "41348--41365",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mooney-ho-2026-towards,
    title = "Towards A Scanpath-Conditioned Surprisal Theory: Modeling Reader Information States",
    author = "Mooney, Michael  and
      Ho, Edmond S. L.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1919/",
    pages = "41366--41380",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhu-etal-2026-safemt,
    title = "{S}afe{MT}: Multi-turn Safety for Multimodal Language Models",
    author = "Zhu, Han  and
      Dai, Juntao  and
      Ji, Jiaming  and
      Li, Haoran  and
      Cai, Chengkun  and
      Wen, Pengcheng  and
      Chan, Chi-Min  and
      Chen, Boyuan  and
      Yang, Yaodong  and
      Han, Sirui  and
      Guo, Yike",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1920/",
    pages = "41381--41409",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fu-etal-2026-log,
    title = "From $\log \pi$ to $\pi$: Taming Divergence in Soft Clipping via Bilateral Decoupled Decay of Probability Gradient Weight",
    author = "Fu, Xiaoliang  and
      Lin, Jiaye  and
      Fang, Yangyi  and
      Hu, Chaowen  and
      Qin, Cong  and
      Shao, Zekai  and
      Zheng, Binbin  and
      Pan, Lu  and
      Zeng, Ke",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1921/",
    pages = "41410--41430",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{niyogi-etal-2026-paramanu,
    title = "Paramanu: Compact and Competitive Monolingual Language Models for Low-Resource Morphologically Rich {I}ndian Languages",
    author = "Niyogi, Mitodru  and
      Gaussier, Eric  and
      Bhattacharya, Arnab",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1922/",
    pages = "41431--41458",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{grantner-etal-2026-linear,
    title = "Linear-Time and Constant-Memory Text Embeddings Based on Recurrent Language Models",
    author = "Grantner, Tobias  and
      Sallinger, Emanuel  and
      Flechl, Martin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1923/",
    pages = "41459--41481",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-outcome,
    title = "Outcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward Models",
    author = "Wang, Binghai  and
      Liu, Yantao  and
      Liu, Yuxuan  and
      Tang, Tianyi  and
      Wang, Shenzhi  and
      Gao, Chang  and
      Zheng, Chujie  and
      Zhang, Yichang  and
      Yu, Le  and
      Liu, Shixuan  and
      Gui, Tao  and
      Zhang, Qi  and
      Huang, Xuanjing  and
      Yu, Bowen  and
      Huang, Fei  and
      Lin, Junyang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1924/",
    pages = "41482--41508",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tamiti-etal-2026-cis,
    title = "{CIS}-{BWE}: Chaos-Informed Speech Bandwidth Extension",
    author = "Tamiti, Tarikul Islam  and
      Das, Tonmoy  and
      Mamun, Nursadul  and
      Barua, Anomadarshi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1925/",
    pages = "41509--41529",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-pitfalls,
    title = "The Pitfalls of {KV} Cache Compression",
    author = "Chen, Alex  and
      Geh, Renato  and
      Grover, Aditya  and
      Van Den Broeck, Guy  and
      Israel, Daniel Mingyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1926/",
    pages = "41530--41553",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ahnert-etal-2026-survey,
    title = "Survey Response Generation: Generating Closed-Ended Survey Responses In-Silico with Large Language Models",
    author = "Ahnert, Georg  and
      Haensch, Anna-Carolina  and
      Plank, Barbara  and
      Strohmaier, Markus",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1927/",
    pages = "41554--41577",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ni-etal-2026-sign,
    title = "Sign-Language Datasets at Scale: A Comprehensive Survey on Resources, Benchmarks, and Annotation Standards",
    author = "Ni, Yiming  and
      Cheng, Zhi-Qi  and
      Li, Jiayu  and
      Cheng, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1928/",
    pages = "41578--41604",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-anchoring,
    title = "Anchoring the Affective Manifold: Learning Canonical and Disentangled Representations via Generative Cross-Modal Alignment",
    author = "Li, Weibin  and
      Cheng, Jintao  and
      Tang, Xiaoyu  and
      Vong, Chi Man",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1929/",
    pages = "41605--41614",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{song-etal-2026-plays,
    title = "Who Plays Which Role When? Communication Role Dynamics for Peer Recognition and Team Performance Prediction",
    author = "Song, Yifan  and
      Shi, Wenxuan Wendy  and
      Bailey, Brian  and
      August, Tal",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1930/",
    pages = "41615--41628",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-incomplete,
    title = "Incomplete In-context Learning",
    author = "Wang, Wenqiang  and
      Yujia, Wen  and
      Xiao, Yan  and
      Chen, Zhifeng  and
      Zhang, Yangshijie  and
      Chen, Peng  and
      Yang, Mingbo  and
      Cao, Xiaochun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1931/",
    pages = "41629--41650",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ghosh-etal-2026-fine,
    title = "Fine-tuning vs. In-context Learning in Large Language Models: A Formal Language Learning Perspective",
    author = "Ghosh, Bishwamittra  and
      Das, Soumi  and
      Speicher, Till  and
      Wu, Qinyuan  and
      Khan, Mohammad Aflah  and
      Garg, Deepak  and
      Gummadi, Krishna P.  and
      Terzi, Evimaria",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1932/",
    pages = "41651--41697",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yuan-etal-2026-paths,
    title = "Where Paths Split: Localized, Calibrated Control of Moral Reasoning in Large Language Models",
    author = "Yuan, Chenchen  and
      Zhang, Zheyu  and
      Kasneci, Gjergji",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1933/",
    pages = "41698--41721",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mire-etal-2026-social,
    title = "Social Story Frames: Contextual Reasoning about Narrative Intent and Reception",
    author = "Mire, Joel  and
      Antoniak, Maria  and
      Wilson, Steven R  and
      Ma, Zexin  and
      Ganti, Achyutarama R  and
      Piper, Andrew  and
      Sap, Maarten",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1934/",
    pages = "41722--41763",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{moon-cohen-2026-lightweight,
    title = "Lightweight and Faithful Visual Condition Checking in Behavior Trees via Expert-Regularized Reinforcement Learning",
    author = "Moon, Hyosik  and
      Cohen, Eldan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1935/",
    pages = "41764--41799",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{alajmi-pergola-2026-doubt,
    title = "When in Doubt, Consult: Expert Debate for Sexism Detection via Confidence-Based Routing",
    author = "Alajmi, Anwar  and
      Pergola, Gabriele",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1936/",
    pages = "41800--41822",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-failure,
    title = "Failure Modes in Multi-Hop {QA}: The Weakest Link Effect and the Recognition Bottleneck",
    author = "Zhang, Meiru  and
      Meng, Zaiqiao  and
      Collier, Nigel",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1937/",
    pages = "41823--41846",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huo-etal-2026-tagspeech,
    title = "{T}ag{S}peech: End-to-End Multi-Speaker {ASR} and Diarization with Fine-Grained Temporal Grounding",
    author = "Huo, Mingyue  and
      Shao, Yiwen  and
      Zhang, Yuheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1938/",
    pages = "41847--41862",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ning-etal-2026-effect,
    title = "On the Effect of Hyperparameters in Language Modeling for Computational Linguistics",
    author = "Ning, Ruoxi  and
      Zhu, Yongpeng  and
      Zeng, Qingcheng  and
      Kuribayashi, Tatsuki  and
      Shi, Freda",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1939/",
    pages = "41863--41880",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{girish-etal-2026-prosody,
    title = "Prosody as Supervision: Bridging the Non-Verbal{--}Verbal for Multilingual Speech Emotion Recognition",
    author = "Girish  and
      Akhtar, Mohd Mujtaba  and
      Singh, Muskaan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1940/",
    pages = "41881--41893",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{rudman-etal-2026-mechanisms,
    title = "Mechanisms of Prompt-Induced Hallucination in Vision{--}Language Models",
    author = "Rudman, William  and
      Golovanevsky, Michal  and
      Arad, Dana  and
      Belinkov, Yonatan  and
      Eickhoff, Carsten  and
      Singh, Ritambhara  and
      Mahowald, Kyle",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1941/",
    pages = "41894--41912",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{dip-etal-2026-llm4cell,
    title = "{LLM}4{C}ell: Taxonomy and Evaluation of {LLM} and Agentic Models for Single-Cell Biology",
    author = "Dip, Sajib Acharjee  and
      Zafor, Adrika  and
      Paul, Bikash Kumar  and
      Shuvo, Uddip Acharjee  and
      Emon, Muhit Islam  and
      Wang, Xuan  and
      Zhang, Liqing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1942/",
    pages = "41913--41954",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kim-etal-2026-wait,
    title = "Wait! There{'}s a Way Out: A Decision Mechanism for Forecasting Conversational Derailment",
    author = "Kim, Laerdon  and
      Nguyen, Vivian  and
      Danescu-Niculescu-Mizil, Cristian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1943/",
    pages = "41955--41974",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{baghershahi-etal-2026-nodes,
    title = "From Nodes to Narratives: Explaining Graph Neural Networks with {LLM}s and Graph Context",
    author = "Baghershahi, Peyman  and
      Fournier, Gregoire  and
      Nyati, Pranav  and
      Medya, Sourav",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1944/",
    pages = "41975--41994",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-realchart2code,
    title = "{R}eal{C}hart2{C}ode: Bridging the Gap in Real-World Chart-to-Code Generation via Multi-Task Evaluation",
    author = "Zhang, Jiajun  and
      Li, Yuying  and
      Li, Zhixun  and
      Guo, Xingyu  and
      Wu, Jingzhuo  and
      Zheng, Leqi  and
      Yang, Yiran  and
      Zhang, Jianke  and
      Li, Qingbin  and
      Yan, Shannan  and
      Jia, Changguo  and
      Wu, Junfei  and
      Wang, Zilei  and
      Liu, Qiang  and
      Wang, Liang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1945/",
    pages = "41995--42032",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{vaduguru-etal-2026-success,
    title = "Success and Cost Elicit Convention Formation for Efficient Communication",
    author = "Vaduguru, Saujas  and
      Hua, Yilun  and
      Artzi, Yoav  and
      Fried, Daniel",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1946/",
    pages = "42033--42050",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{han-etal-2026-measuring,
    title = "Measuring User{'}s Mental Models of Speech Translation in Human-{AI} Collaboration",
    author = "Han, HyoJung  and
      Balepur, Nishant  and
      Boyd-Graber, Jordan Lee  and
      Carpuat, Marine",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1947/",
    pages = "42051--42065",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{rothermel-etal-2026-veritas,
    title = "{V}eri{T}a{S}: The First Dynamic Benchmark for Multimodal Automated Fact-Checking",
    author = "Rothermel, Mark  and
      Kornmann, Marcus  and
      Rohrbach, Marcus  and
      Rohrbach, Anna",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1948/",
    pages = "42066--42100",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wei-etal-2026-survey,
    title = "A Survey of Reasoning-Intensive Retrieval: Progress and Challenges",
    author = "Wei, Yiyang  and
      Song, Tingyu  and
      Zhang, Siyue  and
      Zhao, Yilun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1949/",
    pages = "42101--42122",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-reasoning,
    title = "Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment",
    author = "Yang, Yuming  and
      Lai, Mingyoung  and
      Zhao, Wanxu  and
      Fan, Xiaoran  and
      Xi, Zhiheng  and
      Wu, Mingqi  and
      Huang, Chiyue  and
      Zhao, Jun  and
      Lv, Haijun  and
      Tong, Jian  and
      Zhou, Yunhua  and
      Zou, Yicheng  and
      Guo, Qipeng  and
      Gui, Tao  and
      Zhang, Qi  and
      Huang, Xuanjing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1950/",
    pages = "42123--42150",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{bayat-etal-2026-proof,
    title = "From Proof to Program: Characterizing Tool-Induced Reasoning Hallucinations in Large Language Models",
    author = "Bayat, Farima Fatahi  and
      Pezeshkpour, Pouya  and
      Hruschka, Estevam",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1951/",
    pages = "42151--42169",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kumar-etal-2026-paper,
    title = "Paper Circle: An Open-source Multi-agent Research Discovery and Analysis Framework",
    author = "Kumar, Komal  and
      Chadha, Aman  and
      Khan, Salman  and
      Khan, Fahad Shahbaz  and
      Cholakkal, Hisham",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1952/",
    pages = "42170--42188",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{proietti-etal-2026-pear,
    title = "{PEAR}: Pairwise Evaluation for Automatic Relative Scoring in Machine Translation",
    author = "Proietti, Lorenzo  and
      Grundkiewicz, Roman  and
      Post, Matt",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1953/",
    pages = "42189--42207",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-av,
    title = "{AV}-Dialog: Spoken Dialogue Models with Audio-Visual Input",
    author = "Chen, Tuochao  and
      Veluri, Bandhav  and
      Gong, Hongyu  and
      Gollakota, Shyamnath",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1954/",
    pages = "42208--42225",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{meyoyan-del-corro-2026-bertology,
    title = "A {BERT}ology View of {LLM} Orchestrations: Token- and Layer-Selective Probes for Efficient Single-Pass Classification",
    author = "Meyoyan, Gonzalo Ariel  and
      Del Corro, Luciano",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1955/",
    pages = "42226--42239",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kim-etal-2026-large,
    title = "Can Large Language Models Keep Up? Benchmarking Online Adaptation to Continual Knowledge Streams",
    author = "Kim, Jiyeon  and
      Lee, Hyunji  and
      Zhou, Dylan  and
      Park, Sue Hyun  and
      Yoon, Seunghyun  and
      Bui, Trung  and
      Dernoncourt, Franck  and
      Cha, Sungmin  and
      Seo, Minjoon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1956/",
    pages = "42240--42272",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mundada-etal-2026-evaluating,
    title = "Evaluating Language Model Pluralism through In-the-wild Crowd Discussions",
    author = "Mundada, Gagan  and
      Surana, Rohan  and
      Swaminathan, Nandhini  and
      Majumder, Bodhisattwa Prasad  and
      Wu, Junda  and
      McAuley, Julian  and
      Xie, Zhouhang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1957/",
    pages = "42273--42296",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{aky-urek-etal-2026-prbench,
    title = "{PRB}ench: Large-Scale Expert Rubrics for Evaluating High-Stakes Professional Reasoning",
    author = "Aky{\textbackslash}{''}urek, Afra Feyza  and
      Gosai, Advait  and
      Zhang, Chen Bo Calvin  and
      Gupta, Vipul  and
      Jeong, Jaehwan  and
      Gunjal, Anisha  and
      Rabbani, Tahseen  and
      Mazzone, Maria  and
      IV, David Randolph  and
      Meymand, Mohammad Mahmoudi  and
      Chattha, Gurshaan  and
      Rodriguez, Paula  and
      Buendia, Diego A. Mares  and
      Singh, Pavit  and
      Liu, Michael  and
      Chawla, Subodh  and
      Cline, Peter  and
      Ogaz, Lucy  and
      Montoya, Ernesto Gabriel Hern{\textbackslash}'andez  and
      Wang, Zihao  and
      Bhatter, Pavi  and
      Ayestaran, Marcos  and
      Liu, Bing  and
      He, Yunzhong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1958/",
    pages = "42297--42325",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shafran-etal-2026-constructing,
    title = "Constructing Interpretable Features from Compositional Neuron Groups",
    author = "Shafran, Or David  and
      Geiger, Atticus  and
      Geva, Mor",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1959/",
    pages = "42326--42348",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{scarlatos-etal-2026-simulated,
    title = "Simulated Students in Tutoring Dialogues: Substance or Illusion?",
    author = "Scarlatos, Alexander  and
      Lee, Jaewook  and
      Woodhead, Simon  and
      Lan, Andrew",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1960/",
    pages = "42349--42385",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-survey,
    title = "A Survey of Multimodal Mathematical Reasoning: From Perception, Alignment to Reasoning",
    author = "Yang, Tianyu  and
      Wu, Sihong  and
      Zhao, Yilun  and
      Liang, Zhenwen  and
      Dai, Lisen  and
      Zhao, Chen  and
      Cheng, Minhao  and
      Cohan, Arman  and
      Zhang, Xiangliang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1961/",
    pages = "42386--42408",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ding-etal-2026-empowering,
    title = "Empowering Multi-Turn Tool-Integrated Agentic Reasoning with Group Turn Policy Optimization",
    author = "Ding, Yifeng  and
      Le, Hung  and
      Han, Songyang  and
      Ruan, Kangrui  and
      Jin, Zhenghui  and
      Kumar, Varun  and
      Wang, Zijian  and
      Deoras, Anoop",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1962/",
    pages = "42409--42423",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-hypoeval,
    title = "{H}ypo{E}val: Hypothesis-Guided Evaluation for Natural Language Generation",
    author = "Li, Mingxuan  and
      Li, Hanchen  and
      Tan, Chenhao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1963/",
    pages = "42424--42443",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{luo-etal-2026-llmsurgeon,
    title = "{LLMS}urgeon: Diagnosing Data Mixture of Large Language Models",
    author = "Luo, Yaxin  and
      Cui, Jiacheng  and
      Zhao, Xiaohan  and
      Shang, Xinyi  and
      Liu, Jiacheng  and
      Bi, Xinyue  and
      Li, Zhaoyi  and
      Shen, Zhiqiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1964/",
    pages = "42444--42459",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{issaka-etal-2026-african,
    title = "The {A}frican Languages Lab: A Collaborative Approach to Advancing Low-Resource {A}frican {NLP}",
    author = "Issaka, Sheriff  and
      Wang, Keyi  and
      Ajibola, Yinka  and
      Samuel-Ipaye, Oluwatumininu  and
      Zhang, Zhaoyi  and
      Jimenez, Nicte Aguillon  and
      Agyei, Evans Kofi  and
      Lin, Abraham  and
      Ramachandran, Rohan  and
      Mumin, Sadick Abdul  and
      Nchifor, Faith  and
      Issah, Mohammed Shuraim  and
      Gonzalez, Erick Rosas  and
      Liu, Lieqi  and
      Kpei, Sylvester  and
      Osei, Jemimah Kusi  and
      Ajeneza, Carlene  and
      Boateng, Persis  and
      Yeboah, Prisca Adwoa Dufie  and
      Gabriel, Saadia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1965/",
    pages = "42460--42477",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cheng-etal-2026-logoskg,
    title = "{L}ogos{KG}: Hardware-Optimized Scalable and Interpretable Knowledge Graph Retrieval",
    author = "Cheng, He  and
      Wu, Yifu  and
      Khatwani, Saksham  and
      Kruse, Maya  and
      Dligach, Dmitriy  and
      Miller, Timothy A.  and
      Afshar, Majid  and
      Gao, Yanjun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1966/",
    pages = "42478--42493",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sheikh-etal-2026-gca,
    title = "{GCA} Framework: A {GCC} Countries{--}Grounded Dataset and Agentic Pipeline for Climate Decision Support",
    author = "Sheikh, Muhammad Umer  and
      Shehzad, Khawar  and
      Khan, Salman  and
      Khan, Fahad Shahbaz  and
      Khan, Muhammad Haris",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1967/",
    pages = "42494--42506",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-effects,
    title = "Effects of Collaboration on the Performance of Interactive Theme Discovery Systems",
    author = "Chen, Alvin Po-Chun  and
      Das, Rohan  and
      Srinivas, Dananjay  and
      Barry, Alexandra  and
      Seniw, Maksim  and
      Pacheco, Maria Leonor",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1968/",
    pages = "42507--42526",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cheng-etal-2026-graphsynth,
    title = "{G}raph{S}ynth: Resolving the Diversity-Reliability Trade-off with Probabilistic Factor Graphs",
    author = "Cheng, Zehua  and
      Dai, Wei  and
      Sun, Jiahao  and
      Lukasiewicz, Thomas",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1969/",
    pages = "42527--42543",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{das-etal-2026-structured,
    title = "A Structured Clustering Approach for Inducing Media Narratives",
    author = "Das, Rohan  and
      Deshmukh, Advait  and
      Leto, Alexandria  and
      Naaman, Zohar  and
      Lee, I-Ta  and
      Pacheco, Maria Leonor",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1970/",
    pages = "42544--42577",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-acbq,
    title = "{ACBQ}: Adaptive Cross-Block Quantization of Large Language Models",
    author = "Wang, Hailing  and
      Lu, Jianglin  and
      Zhang, Yitian  and
      Zeng, Huimin  and
      Fu, Yun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1971/",
    pages = "42578--42592",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shaaban-elmahallawy-2026-securegate,
    title = "{S}ecure{G}ate: Learning When to Reveal {PII} Safely via Token-Gated Dual-Adapters for Federated {LLM}s",
    author = "Shaaban, Mohamed  and
      Elmahallawy, Mohamed",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1972/",
    pages = "42593--42610",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{christ-etal-2026-edumath,
    title = "{EDUMATH}: Generating Standards-aligned Educational Math Word Problems",
    author = "Christ, Bryan R  and
      Molitz, Penelope  and
      LeBlond, Beau  and
      Gottesman, Zachary  and
      Kropko, Jonathan  and
      Hartvigsen, Thomas",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1973/",
    pages = "42611--42643",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cui-etal-2026-adafuse,
    title = "{A}da{F}use: Adaptive Ensemble Decoding for Large Language Models",
    author = "Cui, Chengming  and
      Wei, Tianxin  and
      Chen, Ziyi  and
      Qiu, Ruizhong  and
      Zeng, Zhichen  and
      Liu, Zhining  and
      Ning, Xuying  and
      Zhou, Duo  and
      He, Jingrui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1974/",
    pages = "42644--42657",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yu-etal-2026-uncertainty,
    title = "Uncertainty-Aware Test-Time Search for Optimization Problem Solving",
    author = "Yu, Linlin  and
      Zhao, Xujiang  and
      Li, Dong  and
      Liu, Yanchi  and
      Cheng, Wei  and
      Chen, Zhengzhang  and
      Zhao, Chen  and
      Chen, Feng  and
      Chen, Haifeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1975/",
    pages = "42658--42669",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{choo-etal-2026-tlpo,
    title = "{TLPO}: Token-Level Policy Optimization for Mitigating Language Confusion in Large Language Models",
    author = "Choo, Jinho  and
      Lee, JunSeung  and
      Kim, Jimyeong  and
      Song, Yeeho  and
      Hong, S. K.  and
      Kwon, Yeong-Dae",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1976/",
    pages = "42670--42690",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-jw,
    title = "{JW}-{SVD}: Bridging the Cross-Modal Mismatch in Post-Training {MLLM} Compression",
    author = "Li, Runchao  and
      Fu, Yao  and
      Sheng, Mu  and
      Yu, Haotian  and
      Long, Xianxuan  and
      Loparo, Kenneth A.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1977/",
    pages = "42691--42702",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xie-etal-2026-advancing,
    title = "Advancing Reasoning in Diffusion Language Models with Denoising Process Rewards",
    author = "Xie, Shaoan  and
      Kong, Lingjing  and
      Song, Xiangchen  and
      Dong, Xinshuai  and
      Chen, Guangyi  and
      Xing, Eric P.  and
      Zhang, Kun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1978/",
    pages = "42703--42720",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cui-etal-2026-estimating,
    title = "Estimating the Black-box {LLM} Uncertainty with Distribution-Aligned Adversarial Distillation",
    author = "Cui, Huizi  and
      Ma, Huan  and
      Wang, Qilin  and
      Gao, Yuhang  and
      Zhang, Changqing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1979/",
    pages = "42721--42740",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shayanfar-etal-2026-codial,
    title = "{C}o{D}ial: Interpretable Task-Oriented Dialogue Systems Through Dialogue Flow Alignment",
    author = "Shayanfar, Radin  and
      Luo, Chu Fei  and
      Bhambhoria, Rohan V  and
      Dahan, Samuel  and
      Zhu, Xiaodan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1980/",
    pages = "42741--42763",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-bioproagent,
    title = "{B}io{P}ro{A}gent: Neuro-Symbolic Grounding for Constrained Scientific Planning",
    author = "Liu, Yuyang  and
      Wang, Jingya  and
      Lv, Liuzhenghao  and
      Tian, Yonghong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1981/",
    pages = "42764--42783",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{salmani-zarchi-etal-2026-mdp,
    title = "{MDP}-{GRPO}: Stabilized Group Relative Policy Optimization for Multi-Constraint Instruction Following",
    author = "Salmani-Zarchi, Mohammad Mahdi  and
      Rahimi, Zahra  and
      Faili, Heshaam  and
      Dousti, Mohammad Javad",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1982/",
    pages = "42784--42797",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xiao-etal-2026-tokentiming,
    title = "{T}oken{T}iming: A Dynamic Alignment Method for Universal Speculative Decoding Model Pairs",
    author = "Xiao, Sibo  and
      Jinyuan, Fu  and
      Xie, Zhongle  and
      Shou, Lidan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1983/",
    pages = "42798--42812",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-guide,
    title = "{GUIDE}: Towards Scalable Advising for Research Ideas",
    author = "Liu, Yaowenqi  and
      Meng, BingXu  and
      Pan, Rui  and
      Liu, Yuxing  and
      Huang, Jerry  and
      You, Jiaxuan  and
      Zhang, Tong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1984/",
    pages = "42813--42834",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liang-etal-2026-ares,
    title = "{ARES}: Adaptive Red-Teaming and End-to-End Repair of Policy-Reward System",
    author = "Liang, Jiacheng  and
      Ma, Yao  and
      Kumarage, Tharindu  and
      Krishna, Satyapriya  and
      Gupta, Rahul  and
      Chang, Kai-Wei  and
      Galstyan, Aram  and
      Peris, Charith",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1985/",
    pages = "42835--42851",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hao-etal-2026-reasoning,
    title = "Reasoning Traces Shape Outputs but Models Won{'}t Say So",
    author = "Hao, Yijie  and
      Chen, Lingjie  and
      Emami, Ali  and
      Ho, Joyce C.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1986/",
    pages = "42852--42878",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{dong-etal-2026-value,
    title = "Value of Information: A Framework for Human{--}Agent Communication",
    author = "Dong, Yijiang River  and
      Hu, Tiancheng  and
      Hui, Zheng  and
      Zhang, Caiqi  and
      Vuli{\textbackslash}'c, Ivan  and
      Bobu, Andreea  and
      Collier, Nigel",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1987/",
    pages = "42879--42896",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liang-etal-2026-autoran,
    title = "{A}uto{RAN}: Automated Hijacking of Safety Reasoning in Large Reasoning Models",
    author = "Liang, Jiacheng  and
      Jiang, Tanqiu  and
      Wang, Yuhui  and
      Zhu, Rongyi  and
      Ma, Fenglong  and
      Wang, Ting",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1988/",
    pages = "42897--42931",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-thinking,
    title = "Thinking Alignment of Scenario-Oriented User Simulation",
    author = "Wu, Xiaoting  and
      Huang, Yi  and
      Gao, Chunyang  and
      Guo, Mengfei  and
      Yao, Jingyu  and
      Feng, Junlan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1989/",
    pages = "42932--42945",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ou-etal-2026-adapshot,
    title = "{A}dap{S}hot: Adaptive Many-Shot In-Context Learning with Semantic-Aware {KV} Cache Reuse",
    author = "Ou, Jie  and
      Guo, Jinyu  and
      Guo, Shiyao  and
      Li, Yuang  and
      Wu, Ruiqi  and
      Wang, Zhaokun  and
      Li, Wenyi  and
      Tian, Wenhong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1990/",
    pages = "42946--42960",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mukherjee-etal-2026-credal,
    title = "Credal Concept Bottleneck Models for Epistemic{--}Aleatoric Uncertainty Decomposition",
    author = "Mukherjee, Tanmoy  and
      Bailleux, Thomas  and
      Marquis, Pierre  and
      Bouraoui, Zied",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1991/",
    pages = "42961--42980",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liao-etal-2026-role,
    title = "How do Role Models Shape Collective Morality? Exemplar-Driven Moral Learning in Multi-Agent Simulation",
    author = "Liao, Junjie  and
      Tang, Huacong  and
      Ziheng, Zhou  and
      Wang, Yizhou  and
      Zhong, Fangwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1992/",
    pages = "42981--43016",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sun-2026-reactr,
    title = "{R}e{A}ct{R}: Reasoning through Error-Activated Reflection for {LLM} Post-Training",
    author = "Sun, Lina",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1993/",
    pages = "43017--43028",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{dong-etal-2026-rl,
    title = "{RL}-{PLUS}: Countering Capability Boundary Collapse of {LLM}s in Reinforcement Learning with Hybrid-policy Optimization",
    author = "Dong, Yihong  and
      Jiang, Xue  and
      Tao, Yongding  and
      Liu, Huanyu  and
      Zhang, Kechi  and
      Mou, Lili  and
      Cao, Rongyu  and
      MA, Yingwei  and
      Chen, Jue  and
      Li, Binhua  and
      Jin, Zhi  and
      Huang, Fei  and
      Li, Yongbin  and
      Li, Ge",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1994/",
    pages = "43029--43053",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-explain,
    title = "Explain the Synth: Interpretable Evaluation of {LLM} Data Synthesis",
    author = "Yang, Yue  and
      Yang, Fan  and
      Bai, Yu  and
      Wang, Hao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1995/",
    pages = "43054--43077",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-beyond-leaderboard,
    title = "Beyond the Leaderboard: Rethinking Medical Benchmarks for Large Language Models",
    author = "Wang, Wenxuan  and
      Ma, Zizhan  and
      Yu, Guo  and
      Cheung, Yiu-Fai  and
      Ding, Meidan  and
      Liu, Jie  and
      Chen, Wenting  and
      Shen, Linlin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1996/",
    pages = "43078--43123",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wan-etal-2026-speech,
    title = "Speech-Hands: A Self-Reflection Voice Agentic Approach to Speech Recognition and Audio Reasoning with Omni Perception",
    author = "Wan, Zhen  and
      Yang, Chao-Han Huck  and
      Tian, Jinchuan  and
      Ye, Hanrong  and
      Pasad, Ankita  and
      Fu, Szu-Wei  and
      Goel, Arushi  and
      Hachiuma, Ryo  and
      Diao, Shizhe  and
      Dhawan, Kunal  and
      Ghosh, Sreyan  and
      Hirota, Yusuke  and
      Chen, Zhehuai  and
      Valle, Rafael  and
      Chu, Chenhui  and
      Watanabe, Shinji  and
      Ginsburg, Boris  and
      Wang, Yu-Chiang Frank",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1997/",
    pages = "43124--43142",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gao-etal-2026-personalization,
    title = "When Personalization Tricks Detectors: The Feature-Inversion Trap in Machine-Generated Text Detection",
    author = "Gao, Lang  and
      Li, Xuhui  and
      Wang, Chenxi  and
      Li, Mingzhe  and
      Liu, Wei  and
      Song, Zirui  and
      Zhang, Jinghui  and
      Yan, Rui  and
      Nakov, Preslav  and
      Chen, Xiuying",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1998/",
    pages = "43143--43171",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shi-etal-2026-heterocache,
    title = "{H}etero{C}ache: A Dynamic Retrieval Approach to Heterogeneous {KV} Cache Compression for Long-Context {LLM} Inference",
    author = "Shi, Zhiyuan  and
      Qiu, Qibo  and
      Xuefeng  and
      Jiang, Zhonglin  and
      Yu, Li  and
      Jiang, Jian  and
      He, Xiaofei  and
      Wang, Wenxiao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1999/",
    pages = "43172--43187",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{luo-etal-2026-sparse,
    title = "Sparse-{RL}: Breaking the Memory Wall in {LLM} Reinforcement Learning via Stable Sparse Rollouts",
    author = "Luo, Sijia  and
      Zhang, Xiaokang  and
      Hu, Yuxuan  and
      Zhang, Bohan  and
      Wang, Ke  and
      Su, Jinbo  and
      Sun, Mengshu  and
      Liang, Lei  and
      Zhang, Jing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2000/",
    pages = "43188--43201",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xi-etal-2026-c,
    title = "{C}-World: A Computer Use Agent Environment Creator",
    author = "Xi, Ziqiao  and
      Liang, Shuang  and
      Liu, Qi  and
      Zhang, Jiaqing  and
      Peng, Letian  and
      Nan, Fang  and
      Nayim, Meshal  and
      Zhang, Tianhui  and
      Mundada, Rishika  and
      Qin, Lianhui  and
      Huang, Biwei  and
      Zhou, Kun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2001/",
    pages = "43202--43216",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kim-etal-2026-morals,
    title = "Do Morals Guide How {LLM}s Think? The Role of Ethical Perspectives in General Problem Solving",
    author = "Kim, Iseo  and
      Hong, Eunjin  and
      Kim, Juae",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2002/",
    pages = "43217--43238",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gupta-etal-2026-vill,
    title = "{V}i{LL}-{E}: Video {LLM} Embeddings for Retrieval",
    author = "Gupta, Rohit  and
      Unnikrishnan, Jayakrishnan  and
      Fei, Fan  and
      Liu, Sheng  and
      Tran, Son  and
      Shah, Mubarak",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2003/",
    pages = "43239--43258",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-cao-2026-trajectories,
    title = "From Trajectories to Graphs: Contract-Checked Editing for Verifier-Guided {LLM} Reasoning",
    author = "Li, Rui  and
      Cao, Shuang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2004/",
    pages = "43259--43306",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-silp,
    title = "{S}i{LP}: Enhancing Non-Dominant Language Capabilities with a Selective Bidirectional Language Projection Framework",
    author = "Liu, Junpeng  and
      Li, Jiuyi  and
      Huang, Kaiyu  and
      Jin, Bo  and
      Huang, Degen  and
      Xiong, Hui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2005/",
    pages = "43307--43325",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{samanta-etal-2026-simple,
    title = "Simple Agents, Biased Judges: Efficient Multi-Party Dialogue Generation {\&} The Evaluation Gap",
    author = "Samanta, Kunal  and
      Shohan, Faisal Tareque  and
      Trabelsi, Amine  and
      Khoury, Richard",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2006/",
    pages = "43326--43345",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yao-etal-2026-edgeformer,
    title = "{E}dge{F}ormer: Latency-Aware Collaborative Multi-Head Attention of Transformer Inference in Edge Networks",
    author = "Yao, Yiming  and
      Niu, Jianwei  and
      Dai, Bin  and
      Ren, Tao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2007/",
    pages = "43346--43361",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{vujanic-r-uckstie-ss-2026-leaf,
    title = "{LEAF}: Knowledge Distillation of Text Embedding Models with Teacher-Aligned Representations",
    author = "Vujanic, Robin  and
      R{\textbackslash}{''}uckstie{\{}{\textbackslash}ss{\}}, Thomas",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2008/",
    pages = "43362--43383",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-sat,
    title = "{SAT}: Balancing Reasoning Accuracy and Efficiency with Stepwise Adaptive Thinking",
    author = "Huang, Weiyang  and
      Bai, Xuefeng  and
      Chen, Kehai  and
      Chen, Xinyang  and
      Chen, Yibin  and
      Guan, Weili  and
      Zhang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2009/",
    pages = "43384--43402",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-deep,
    title = "Deep Research with Open-Domain Evaluation and Multi-Stage Guardrails for Safety",
    author = "Huang, Wei-Chieh  and
      Zou, Henry Peng  and
      Wu, Yaozu  and
      Li, Dongyuan  and
      Chen, Yankai  and
      Zhang, Weizhi  and
      Li, Yangning  and
      Zangari, Angelo  and
      Guo, Jizhou  and
      Miao, Chunyu  and
      Fang, Liancheng  and
      He, Langzhou  and
      Li, Yinghui  and
      Jiang, Renhe  and
      Yu, Philip S.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2010/",
    pages = "43403--43446",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{seo-lee-2026-p,
    title = "{P}-Check: Advancing Personalized Reward Model via Learning to Generate Dynamic Checklist",
    author = "Seo, Kwangwook  and
      Lee, Dongha",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2011/",
    pages = "43447--43471",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wan-etal-2026-locate,
    title = "Locate and Explain: Joint Multimodal Emotion Cause Extraction and Summarization in Conversation",
    author = "Wan, Jikun  and
      Gong, Chen  and
      Fu, Guohong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2012/",
    pages = "43472--43489",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yuan-etal-2026-understanding,
    title = "Understanding the Behaviors of Environment-aware Information Retrieval",
    author = "Yuan, Ruifeng  and
      Yuan, Chaohao  and
      Dai, David  and
      Rong, Yu  and
      Cheng, Hong  and
      Chan, Hou Pong  and
      Xiao, Chenghao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2013/",
    pages = "43490--43503",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ji-etal-2026-servimage,
    title = "{S}erv{I}mage: An Image Generation and Editing Benchmark from Real-world Commercial Imaging Services",
    author = "Ji, Fengxian  and
      Yang, Jingpu  and
      Song, Zirui  and
      Gao, Lang  and
      Liang, Junhong  and
      Chen, Zhenhao  and
      Zhang, Jinghui  and
      Chen, Xiuying",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2014/",
    pages = "43504--43529",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shi-etal-2026-fairgamer,
    title = "{FAIRGAMER}: Evaluating Social Biases in {LLM}-Based Video Game {NPC}s",
    author = "Shi, Bingkang  and
      Huang, Jen-tse  and
      Long, Luo  and
      Zong, Tianyu  and
      Yi, Hongzhu  and
      Wang, Yuanxiang  and
      Hu, Songlin  and
      Zhang, Xiaodan  and
      Yao, Zhongjiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2015/",
    pages = "43530--43552",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-evotool,
    title = "{EVOTOOL}: Self-Evolving Tool-Use Policy Optimization in {LLM} Agents via Blame-Aware Mutation and Diversity-Aware Selection",
    author = "Yang, Shuo  and
      Han, Caren  and
      Ma, Xueqi  and
      Li, Yan  and
      Madani, Mohammad Reza Ghasemi  and
      Hovy, Eduard",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2016/",
    pages = "43553--43572",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{islam-surdeanu-2026-lightweight,
    title = "A Lightweight Explainable Guardrail for Prompt Safety",
    author = "Islam, Md Asiful  and
      Surdeanu, Mihai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2017/",
    pages = "43573--43591",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{man-etal-2026-explainable,
    title = "Explainable Disentangled Representation Learning for Generalizable Authorship Attribution in the Era of Generative {AI}",
    author = "Man, Hieu  and
      Pham, Van-Cuong  and
      Ngo, Nghia Trung  and
      Dernoncourt, Franck  and
      Nguyen, Thien Huu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2018/",
    pages = "43592--43604",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-podbench,
    title = "{P}od{B}ench: A Comprehensive Benchmark for Instruction-Aware Audio-Oriented Podcast Script Generation",
    author = "Xu, Chenning  and
      Zheng, Mao  and
      Zheng, Mingyu  and
      Song, Mingyang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2019/",
    pages = "43605--43621",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cui-etal-2026-mind,
    title = "{MIND}: From Passive Mimicry to Active Reasoning through Capability-Aware Multi-Perspective {C}o{T} Distillation",
    author = "Cui, Jin  and
      Guo, Jiaqi  and
      Zhou, Jiepeng  and
      Yang, Ruixuan  and
      Lu, Jiayi  and
      Xu, Jiajun  and
      Song, Jiangcheng  and
      Zhao, Boran  and
      Ren, Pengju",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2020/",
    pages = "43622--43636",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-lei-2026-knowledge,
    title = "Knowledge Vector of Logical Reasoning in Large Language Models",
    author = "Wang, Zixuan  and
      Lei, Yuanyuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2021/",
    pages = "43637--43651",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{raquib-etal-2026-banhadex,
    title = "{B}an{HADEX}: Towards Explainable {HA}te Speech Detection in {B}angla Using Human Annotated {EX}planation",
    author = "Raquib, Faisal Hossain  and
      Mazumder, Akm Moshiur Rahman  and
      Fahim, Md  and
      Fuad, Md Tahmid Hasan  and
      Ishmam, Md Farhan  and
      Sultana, Faria  and
      Amin, M Ashraful  and
      Ali, Amin Ahsan  and
      Rahman, Akmmahbubur",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2022/",
    pages = "43652--43674",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jung-mok-etal-2026-smile,
    title = "{SMILE}-Next: Teaching Large Language Models to Detect, Classify, and Reason about Laughter",
    author = "Jung-Mok, Lee  and
      Sung-Bin, Kim  and
      Chang, Joohyun  and
      Hyun, Lee  and
      Oh, Tae-Hyun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2023/",
    pages = "43675--43693",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-molmem,
    title = "{M}ol{M}em: Memory-Augmented Agentic Reinforcement Learning for Sample-Efficient Molecular Optimization",
    author = "Wang, Ziqing  and
      Wen, Yibo  and
      Pandey, Abhishek  and
      Liu, Han  and
      Ding, Kaize",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2024/",
    pages = "43694--43712",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhong-etal-2026-activation,
    title = "Activation Decomposition and Steering for {LLM} Backdoor Remediation",
    author = "Zhong, Lingfeng  and
      Xu, Qiongkai  and
      Naseem, Usman",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2025/",
    pages = "43713--43737",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-survey,
    title = "A Survey of Large Language Models for Text-Guided Molecular Discovery: From Molecule Generation to Optimization",
    author = "Wang, Ziqing  and
      Zhang, Kexin  and
      Zhao, Zihan  and
      Wen, Yibo  and
      Pandey, Abhishek  and
      Liu, Han  and
      Ding, Kaize",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2026/",
    pages = "43738--43769",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-reward,
    title = "Reward Alignment Optimization: A Direct Point-wise Alignment Approach",
    author = "Li, Zelin  and
      Leng, Jia  and
      Song, Dawei  and
      Hu, Yangen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2027/",
    pages = "43770--43784",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{deik-etal-2026-programming,
    title = "Programming over Thinking: Efficient and Robust Multi-Constraint Planning",
    author = "Deik, Derrick Goh Xin  and
      Long, Quanyu  and
      Liu, Zhengyuan  and
      Chen, Nancy F.  and
      Wang, Wenya",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2028/",
    pages = "43785--43837",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fan-etal-2026-lang,
    title = "{LANG}: Reinforcement Learning for Multilingual Reasoning with Language-Adaptive Hint Guidance",
    author = "Fan, Yuchun  and
      Li, Bei  and
      Li, Peiguang  and
      Wang, Yilin  and
      Mu, Yongyu  and
      Yang, Jian  and
      Chen, Xin  and
      Weng, Rongxiang  and
      Wang, Jingang  and
      Cai, Xunliang  and
      Zhu, JingBo  and
      Xiao, Tong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2029/",
    pages = "43838--43866",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{baumler-etal-2026-make,
    title = "Can You Make It Sound Like You? Post-Editing {LLM}-Generated Text for Personal Style",
    author = "Baumler, Connor  and
      Bao, Calvin  and
      Nghiem, Huy  and
      Yang, Xinchen  and
      Carpuat, Marine  and
      Iii, Hal Daum{\textbackslash}'e",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2030/",
    pages = "43867--43895",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fan-etal-2026-recode,
    title = "{R}e{C}ode: Reinforcing Code Generation with Reasoning-Process Rewards",
    author = "Fan, Lishui  and
      Zhang, Yu  and
      Chen, Mouxiang  and
      Liu, Zhongxin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2031/",
    pages = "43896--43914",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kim-etal-2026-ppa,
    title = "{PPA}-Plan: Proactive Pitfall Avoidance for Reliable Planning in Long-Context {LLM} Reasoning",
    author = "Kim, Byeongjin  and
      Kim, Gyuwan  and
      Park, Seo Yeon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2032/",
    pages = "43915--43941",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-opera,
    title = "{OP}e{RA}: A Dataset of Observation, Persona, Rationale, and Action for Evaluating {LLM}s on Human Online Shopping Behavior Simulation",
    author = "Wang, Ziyi  and
      Lu, Yuxuan  and
      Li, Wenbo  and
      Amini, Amirali  and
      Sun, Bo  and
      Bart, Yakov  and
      Lyu, Weimin  and
      Gesi, Jiri  and
      Wang, Tian  and
      Huang, Jing  and
      Su, Yu  and
      Ehsan, Upol  and
      Alikhani, Malihe  and
      Li, Toby Jia-Jun  and
      Chilton, Lydia  and
      Wang, Dakuo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2033/",
    pages = "43942--43960",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lu-etal-2026-llm,
    title = "Can {LLM} Agents Simulate Multi-Turn Human Behavior? Evidence from Real Online Customer Behavior Data",
    author = "Lu, Yuxuan  and
      Huang, Jing  and
      Han, Yan  and
      Yao, Bingsheng  and
      Bei, Sisong  and
      Xie, Yaochen  and
      Sang, Yisi  and
      He, Qi  and
      Wang, Dakuo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2034/",
    pages = "43961--43977",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-rate,
    title = "{RATE}: Reviewer Profiling and Annotation-free Training for Expertise Ranking in Peer Review Systems",
    author = "Liu, Weicong  and
      Yang, Zixuan  and
      Zhao, Yibo  and
      Li, Xiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2035/",
    pages = "43978--43996",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lu-etal-2026-bitter,
    title = "The Bitter Lesson of Diffusion Language Models for Agentic Workflows: A Comprehensive Reality Check",
    author = "Lu, Qingyu  and
      Ding, Liang  and
      Zhang, Kanjian  and
      Zhang, Jinxia  and
      Tao, Dacheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2036/",
    pages = "43997--44020",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-trajectory2task,
    title = "{T}rajectory2{T}ask: Training Robust Tool-Calling Agents with Synthesized Yet Verifiable Data for Complex User Intents",
    author = "Wang, Ziyi  and
      Lu, Yuxuan  and
      Zhang, Yimeng  and
      Chen, Pei  and
      Dong, Ziwei  and
      Huang, Jing  and
      Gesi, Jiri  and
      Tang, Xianfeng  and
      Luo, Chen  and
      Liu, Qun  and
      Sang, Yisi  and
      Lu, Hanqing  and
      Li, Manling  and
      Lai, Jin  and
      Wang, Dakuo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2037/",
    pages = "44021--44044",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yuan-etal-2026-ct,
    title = "{CT}-{F}ine{B}ench: A Diagnostic Fidelity Benchmark for Fine-Grained Evaluation of {CT} Report Generation",
    author = "Yuan, Ruifeng  and
      Chang, Wanxing  and
      Cao, Weiwei  and
      Shi, Bowen  and
      Wei, Zhongyu  and
      Zhang, Ling  and
      Zhang, Jianpeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2038/",
    pages = "44045--44058",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{luo-etal-2026-lost,
    title = "Lost in Execution: On the Multilingual Robustness of Tool Calling in Large Language Models",
    author = "Luo, Zheng  and
      Kutralingam, T Pranav  and
      Okoani, Ogochukwu N.  and
      Xu, Wanpeng  and
      Wei, Hua  and
      Hu, Xiyang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2039/",
    pages = "44059--44077",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-mta,
    title = "{MTA}:A Merge-then-Adapt Framework for Personalized Large Language Models",
    author = "Li, Xiaopeng  and
      Zheng, Yuanjin  and
      Wang, Wanyu  and
      Zhang, Wenlin  and
      Jia, Pengyue  and
      Zhang, Yingyi  and
      He, Haiying  and
      Ma, Mengyang  and
      Wang, Yiqi  and
      Wang, Maolin  and
      Wei, Xuetao  and
      Zhao, Xiangyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2040/",
    pages = "44078--44091",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kim-etal-2026-investigating,
    title = "Investigating Counterfactual Unfairness in {LLM}s towards Identities through Humor",
    author = "Kim, Shubin  and
      Son, Yejin  and
      Park, Junyeong  and
      Ka, Keummin  and
      Lee, Seungbeen  and
      Lee, Jaeyoung  and
      Jang, Hyeju  and
      Oh, Alice  and
      Yu, Youngjae",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2041/",
    pages = "44092--44138",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ma-etal-2026-response,
    title = "Response-G1: Explicit Scene Graph Modeling for Proactive Streaming Video Understanding",
    author = "Ma, Ke  and
      Tang, Jiaqi  and
      Guo, Bin  and
      Han, Xueting  and
      Xu, Ruonan  and
      He, Qingfeng  and
      Wang, Ziheng  and
      Wang, Xu  and
      Chen, Qifeng  and
      Yu, Zhiwen  and
      Liu, Yunhao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2042/",
    pages = "44139--44153",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-polychartqa,
    title = "{POLYCHARTQA}: Benchmarking Large Vision-Language Models with Multilingual Chart Question Answering",
    author = "Xu, Yichen  and
      Chen, Liangyu  and
      Zhang, Liang  and
      Yue, Zihao  and
      Ma, Jianzhe  and
      Wang, Wenxuan  and
      Jin, Qin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2043/",
    pages = "44154--44186",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-nature,
    title = "Nature-Inspired Population-Based Evolution of Large Language Models",
    author = "Zhang, Yiqun  and
      Ye, Peng  and
      Yang, Xiaocui  and
      Feng, Shi  and
      Zhang, Shufei  and
      Bai, Lei  and
      Ouyang, Wanli  and
      Hu, Shuyue",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2044/",
    pages = "44187--44205",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-mtrouter,
    title = "{MTR}outer: Cost-Aware Multi-Turn {LLM} Routing with History{--}Model Joint Embeddings",
    author = "Zhang, Yiqun  and
      Li, Hao  and
      Wang, Zihan  and
      Feng, Shi  and
      Yang, Xiaocui  and
      Wang, Daling  and
      Zhang, Bo  and
      Bai, Lei  and
      Hu, Shuyue",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2045/",
    pages = "44206--44226",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ryu-etal-2026-feeling,
    title = "Feeling Right vs. Being Right: How {AI} Sycophancy Affects Value-Laden Deliberation",
    author = "Ryu, Jeongwoo  and
      Kim, Soomin  and
      Eun, Jinsu  and
      Kim, Kyusik  and
      Oh, Changhoon  and
      Suh, Bongwon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2046/",
    pages = "44227--44245",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-parasuite,
    title = "{P}ara{S}uite: Boosting {LLM} Reasoning via Paradox Resolution",
    author = "Chen, Bin  and
      Zhang, Yu  and
      Ye, Hongfei  and
      Wang, Huiyang  and
      Liu, Wenxi  and
      Chen, Hongyang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2047/",
    pages = "44246--44256",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-retre,
    title = "{R}e{TRE}: Benchmarking {LLM} Transfer Robustness with Structure-Preserving Variants",
    author = "Li, ZhongDong  and
      Shi, Weijie  and
      Cui, Yue  and
      MA, Haolun  and
      Liu, Yuanjun  and
      Li, Jiawei  and
      Liu, An  and
      Zhu, Jia  and
      Xu, Jiajie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2048/",
    pages = "44257--44268",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jeon-etal-2026-mllms,
    title = "Do {MLLM}s Capture How Interfaces Guide User Behavior? A Benchmark for Multimodal {UI}/{UX} Design Understanding",
    author = "Jeon, Jaehyun  and
      Kim, Min Soo  and
      Yoon, Janghan  and
      Shim, Sumin  and
      Choi, Yejin  and
      Kim, Hanbin  and
      Kim, Dae Hyun  and
      Yu, Youngjae",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2049/",
    pages = "44269--44294",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-darwintod,
    title = "{D}arwin{TOD}: {LLM}-Driven Lifelong Self-evolution for Task-oriented Dialog Systems",
    author = "Zhang, Shuyu  and
      Liu, Yujie  and
      Wang, Xinru  and
      Zhang, Cheng  and
      Zhu, Yanmin  and
      Li, Bin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2050/",
    pages = "44295--44332",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tang-etal-2026-route,
    title = "Route to {R}ome Attack: Directing {LLM} Routers to Expensive Models via Adversarial Suffix Optimization",
    author = "Tang, Haochun  and
      Yan, Yuliang  and
      Lu, Jiahua  and
      Liu, Huaxiao  and
      Dai, Enyan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2051/",
    pages = "44333--44347",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-gui0,
    title = "{GUI}0: Self-Evolving Foundational {GUI} Agents in Super App Ecosystems",
    author = "Wang, Xinyi  and
      Dai, Wei  and
      Qiao, Kyle  and
      Wang, Ke  and
      Chen, Peng  and
      Cao, Gang  and
      Kangqin  and
      Wang, Zhongpu  and
      Zhang, Xiaode  and
      Liu, Yanming  and
      Gu, Jihao  and
      Xu, Jingtao  and
      Zhi, Gong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2052/",
    pages = "44348--44361",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-chu-2026-understanding,
    title = "Understanding the Prompt Sensitivity",
    author = "Liu, Yang  and
      Chu, Chenhui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2053/",
    pages = "44362--44388",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-rsim,
    title = "r{SIM}: Incentivizing Reasoning Capabilities of {LLM}s via Reinforced Strategy Injection",
    author = "Chen, Sijia  and
      Li, Baochun  and
      Niu, Di",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2054/",
    pages = "44389--44405",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ye-etal-2026-automatic,
    title = "Automatic and Reliable Evaluation for Academic Caption-to-Figure Generation with {LMM}s",
    author = "Ye, Guanghui  and
      Zhao, Huan  and
      Zhu, Qin  and
      Li, Fengnan  and
      Li, Jiaqi  and
      Shen, Yixian  and
      Ren, Zhonghao  and
      Jiang, Zhihua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2055/",
    pages = "44406--44423",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{maskey-etal-2026-safeconstellations,
    title = "{S}afe{C}onstellations: Mitigating Over-Refusals in {LLM}s Through Task-Aware Representation Steering",
    author = "Maskey, Utsav  and
      Yadav, Sumit  and
      Dras, Mark  and
      Naseem, Usman",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2056/",
    pages = "44424--44440",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-aipo,
    title = "{AIPO}: Adaptive Information Guided Token-Level Reinforcement Learning for Large Language Model Reasoning",
    author = "Chen, Bin  and
      Ye, Hongfei  and
      Wang, Huiyang  and
      Liu, Wenxi  and
      Zhang, Yu  and
      Liu, Furui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2057/",
    pages = "44441--44450",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xi-etal-2026-agentgym2,
    title = "{A}gent{G}ym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments",
    author = "Xi, Zhiheng  and
      Yang, Dingwen  and
      Liu, Jiaqi  and
      Huang, Jixuan  and
      Guo, Honglin  and
      Huang, Baodai  and
      Chen, Tinggang  and
      Zhang, Qi  and
      Lu, Zhonghang  and
      Liu, Chenyu  and
      Sun, Jiajun  and
      Zhang, Jiazheng  and
      Zhu, Dingwei  and
      Guo, Xin  and
      Wang, Junzhe  and
      Zhang, Zhihao  and
      Yang, Yuming  and
      Ye, Junjie  and
      Gao, Minghe  and
      Liu, Dongrui  and
      Ji, Jiaming  and
      Li, Guohao  and
      Gui, Tao  and
      Zhang, Qi  and
      Huang, Xuanjing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2058/",
    pages = "44451--44479",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mao-etal-2026-magnifying,
    title = "Through the Magnifying Glass: Adaptive Perception Magnification for Hallucination-Free {VLM} Decoding",
    author = "Mao, Shunqi  and
      Zhang, Chaoyi  and
      Cai, Weidong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2059/",
    pages = "44480--44501",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{deng-etal-2026-beyond,
    title = "Beyond Fully Random Masking: Attention-Guided Denoising and Optimization for Diffusion Language Models",
    author = "Deng, Jia  and
      Li, Junyi  and
      Zhao, Xin  and
      Wang, Jinpeng  and
      Lu, Hongyu  and
      Wen, Ji-Rong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2060/",
    pages = "44502--44514",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-memrec,
    title = "{M}em{R}ec: Collaborative Memory-Augmented Agentic Recommender System",
    author = "Chen, Weixin  and
      Zhao, Yuhan  and
      Huang, Jingyuan  and
      Ye, Zihe  and
      Ju, Mingxuan  and
      Zhao, Tong  and
      Shah, Neil  and
      Chen, Li  and
      Zhang, Yongfeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2061/",
    pages = "44515--44544",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yangjunqi-etal-2026-infact,
    title = "{INFACT}: A Diagnostic Benchmark for Induced Faithfulness and Factuality Hallucinations in Video-{LLM}s",
    author = "Yangjunqi  and
      Min, Yuecong  and
      Zhang, Jie  and
      Shan, Shiguang  and
      Chen, Xilin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2062/",
    pages = "44545--44560",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{dewangan-maurya-2026-claocs,
    title = "{CLAOCS}-{TX}: Cross-Lingual Triplet Extraction with Aspect-Opinion-Aware Code-Switched Prompting and {LLM}-Guided Contrastive Distillation",
    author = "Dewangan, Lipika  and
      Maurya, Chandresh Kumar",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2063/",
    pages = "44561--44577",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-dac,
    title = "{DAC}-Bench: A Decision-Aware Benchmark for Compositional Mobile {GUI} Tasks",
    author = "Zhang, Yuqing  and
      Sheng, Honghui  and
      Hu, Xueyu  and
      Zhang, Shengyu  and
      Wu, Fei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2064/",
    pages = "44578--44598",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hong-kim-2026-gmoe,
    title = "{GM}o{E}: Global Mixture of Experts with Logit Propagation",
    author = "Hong, Geonwoo  and
      Kim, Taehwan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2065/",
    pages = "44599--44614",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{dong-etal-2026-language,
    title = "When Does Language Matter? Multilingual Instructions Reveal Step-wise Language Sensitivity in Vision-Language-Action Models",
    author = "Dong, Xuan  and
      Han, Zhe  and
      Niu, Tianhao  and
      Zhu, Qingfu  and
      Che, Wanxiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2066/",
    pages = "44615--44629",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{rabbani-etal-2026-dialdefer,
    title = "{D}ial{D}efer: A Framework for Detecting and Mitigating {LLM} Dialogic Deference",
    author = "Rabbani, Parisa  and
      Sahoo, Priyam  and
      Mathew, Ruben  and
      Mondal, Aishee  and
      Ketharaman, Harshita  and
      Bozdag, Nimet Beyza  and
      Hakkani-T{\textbackslash}{''}ur, Dilek",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2067/",
    pages = "44630--44671",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chan-etal-2026-benchmarking,
    title = "Benchmarking Fine-Grained Error Detection in Multimodal Reasoning",
    author = "Chan, Chi-Min  and
      Zhu, Han  and
      Jiang, Chunyang  and
      Ji, Jiaming  and
      Dai, Juntao  and
      Xue, Wei  and
      Han, Sirui  and
      Guo, Yike",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2068/",
    pages = "44672--44702",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{you-etal-2026-parallel,
    title = "Parallel Test-Time Scaling for Latent Reasoning Models",
    author = "You, Runyang  and
      Li, Yongqi  and
      Liu, Meng  and
      Wang, Wenjie  and
      Nie, Liqiang  and
      Li, Wenjie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2069/",
    pages = "44703--44717",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-scimdr,
    title = "{S}ci{MDR}: Advancing Scientific Multimodal Document Reasoning",
    author = "Chen, Ziyu  and
      Zhao, Yilun  and
      Wang, Chengye  and
      Han, Rilyn R.  and
      Patwardhan, Manasi  and
      Cohan, Arman",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2070/",
    pages = "44718--44742",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chai-etal-2026-benchmarks,
    title = "When Benchmarks Leak: Inference-Time Decontamination for {LLM}s",
    author = "Chai, Jianzhe  and
      Zhe, YU  and
      Sakuma, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2071/",
    pages = "44743--44760",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xia-etal-2026-hsgraphagent,
    title = "{HSG}raph{A}gent: Knowledge-Graph-Guided Large Language Models for Harmonized System Code Classification",
    author = "Xia, Qiang  and
      Zhang, Zijian  and
      Wang, Ao  and
      Wang, Wenhan  and
      Wang, Xiangyu  and
      Li, Jian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2072/",
    pages = "44761--44773",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{damirchi-etal-2026-truth,
    title = "Truth as a Trajectory: What Internal Representations Reveal About Large Language Model Reasoning",
    author = "Damirchi, Hamed  and
      Imezadelajara  and
      Abbasnejad, Ehsan  and
      Shamsi, Afshar  and
      Zhang, Zhen  and
      Shi, Javen Qinfeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2073/",
    pages = "44774--44790",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xiao-etal-2026-vl,
    title = "{VL}-Calibration: Decoupled Confidence Calibration for Large Vision-Language Models Reasoning",
    author = "Xiao, Wenyi  and
      XU, Xinchi  and
      Gan, Leilei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2074/",
    pages = "44791--44815",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{huang-etal-2026-dont,
    title = "Don{'}t Corrupt the Fact: A Trustworthy {RAG} Watermarking Framework based on Dual Factual Shield",
    author = "Huang, Hao  and
      Luo, JiaTang  and
      Zhou, Ruihua  and
      Li, Yunpeng  and
      Liu, Yuling",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2075/",
    pages = "44816--44826",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yu-etal-2026-i2e,
    title = "{I}2{E}: From Image Pixels to Actionable Interactive Environments for Text-Guided Image Editing",
    author = "Yu, Jinghan  and
      Xiao, Junhao  and
      Zhu, Chenyu  and
      Li, Jiaming  and
      Li, Jia  and
      Deng, HanMing  and
      Wang, Xirui  and
      Jia, Guoli  and
      Li, Jianjun  and
      Bai, Xiang  and
      Zhou, Bowen  and
      Ma, Zhiyuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2076/",
    pages = "44827--44850",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-tinr,
    title = "{TI}n{R}: Exploring Tool-Internalized Reasoning in Large Language Models",
    author = "Xu, Qiancheng  and
      Li, Yongqi  and
      Liu, Fan  and
      Wang, Hongru  and
      Yang, Min  and
      Li, Wenjie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2077/",
    pages = "44851--44865",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kumon-yanaka-2026-fine,
    title = "Fine-Grained Analysis of Shared Syntactic Mechanisms in Language Models",
    author = "Kumon, Ryoma  and
      Yanaka, Hitomi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2078/",
    pages = "44866--44891",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{weeber-etal-2026-one,
    title = "One Persona, Many Cues, Different Results: How Sociodemographic Cues Impact {LLM} Personalization",
    author = "Weeber, Franziska  and
      Neplenbroek, Vera  and
      Batzner, Jan  and
      Pad{\textbackslash}'o, Sebastian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2079/",
    pages = "44892--44921",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mohamed-etal-2026-lost,
    title = "Lost in the Mix: Evaluating {LLM} Understanding of Code-Switched Text",
    author = "Mohamed, Amr  and
      Zhang, Yang  and
      Vazirgiannis, Michalis  and
      Shang, Guokan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2080/",
    pages = "44922--44938",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-building,
    title = "Building {LLM}s Like {LEGO}: Two-dimensional Architecture Reassembly of Large Language Models",
    author = "Wu, Xingyu  and
      Zhou, Yu  and
      Tan, KC",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2081/",
    pages = "44939--44956",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tu-etal-2026-long,
    title = "How Long Reasoning Chains Influence {LLM}s' Judgment of Answer Factuality",
    author = "Tu, Minzhu  and
      Ni, Shiyu  and
      Bi, Keping",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2082/",
    pages = "44957--44972",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shi-etal-2026-mmerror,
    title = "{MME}rro{R}: A Benchmark for Erroneous Reasoning in Vision-Language Models",
    author = "Shi, Yang  and
      Xie, Yifeng  and
      Guo, Minzhe  and
      Lu, Liangsi  and
      Huang, Mingxuan  and
      Wang, Jingchao  and
      Zhu, Zhihong  and
      Xu, Boyan  and
      Huang, Zhiqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2083/",
    pages = "44973--44986",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xu-etal-2026-learning,
    title = "Learning How and What to Memorize: Cognition-Inspired Two-Stage Optimization for Evolving Memory",
    author = "Xu, Derong  and
      Liu, Shuochen  and
      Luo, Pengfei  and
      Jia, Pengyue  and
      Zhang, Yingyi  and
      Wen, Yi  and
      Deng, Yimin  and
      Zhang, Wenlin  and
      Chen, Enhong  and
      Zhao, Xiangyu  and
      Xu, Tong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2084/",
    pages = "44987--45011",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhu-2026-politnuggets,
    title = "{P}olit{N}uggets: Benchmarking Agentic Discovery of Long-Tail Political Facts",
    author = "Zhu, Yifei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2085/",
    pages = "45012--45035",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liang-etal-2026-diagnosing,
    title = "Diagnosing and Remedying Representation Deficiencies for Deterministic Reasoning in {KGQA}",
    author = "Liang, Gewen  and
      Xu, Mufan  and
      Chen, Kehai  and
      Wang, Wei  and
      Wang, Yuwei  and
      Yang, Muyun  and
      Zhao, Tiejun  and
      Zhang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2086/",
    pages = "45036--45054",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{dong-etal-2026-revealing,
    title = "Revealing the Seen, Imagining the Beyond: A Survey of Image-Grounded Chain-of-Thought Reasoning in Multimodal {LLM}s",
    author = "Dong, Qihua  and
      Zhang, Yitian  and
      Zeng, Huimin  and
      Wang, Yizhou  and
      Lu, Jianglin  and
      Yang, Kuo  and
      Fu, Yun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2087/",
    pages = "45055--45070",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{balde-etal-2026-learning,
    title = "Learning Faster with Better Tokens: Parameter-Efficient Vocabulary Adaptation for Specialized Text Summarization",
    author = "Balde, Gunjan  and
      Roy, Soumyadeep  and
      Mondal, Mainack  and
      Ganguly, Niloy",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2088/",
    pages = "45071--45086",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-adversarial,
    title = "Adversarial Metric Learning for Fine-Grained Emotion Classification",
    author = "Chen, Junfan  and
      Wu, Sizhe  and
      Zhang, Richong  and
      Hu, Chunming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2089/",
    pages = "45087--45099",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-omibench,
    title = "{OMIB}ench: Benchmarking Olympiad-Level Multi-Image Reasoning in Large Vision-Language Models",
    author = "Chen, Qiguang  and
      Luan, Chengyu  and
      Wu, Jiajun  and
      Yu, Qiming  and
      Yang, Yi  and
      Li, Yizhuo  and
      Tong, Jingqi  and
      Feng, Xiachong  and
      Qin, Libo  and
      Che, Wanxiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2090/",
    pages = "45100--45135",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cava-etal-2026-authorship,
    title = "Authorship Attribution in Multilingual Machine-Generated Texts",
    author = "Cava, Lucio La  and
      Macko, Dominik  and
      Moro, Robert  and
      Srba, Ivan  and
      Tagarelli, Andrea",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2091/",
    pages = "45136--45152",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{pham-etal-2026-layer,
    title = "Layer-Wise High-Impact Parameter Ratio Optimization in Post-Training Quantization for Large Language Models",
    author = "Pham, Cuong  and
      Hoang, Anh Dung  and
      Nguyen, Cuong C.  and
      Le, Trung  and
      Carneiro, Gustavo  and
      Do, Thanh-Toan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2092/",
    pages = "45153--45166",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-role,
    title = "On the Role of Discriminative Models in Generative Relation Extraction",
    author = "Li, Guozheng  and
      Wang, Peng  and
      Xu, Zijie  and
      Zhou, Jing  and
      Liu, Jiajun  and
      Shang, Ziyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2093/",
    pages = "45167--45183",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ok-etal-2026-speculative,
    title = "Speculative End-Turn Detector for Efficient Speech Chatbot Assistant",
    author = "Ok, Hyunjong  and
      Yoo, Suho  and
      Lee, Jaeho",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2094/",
    pages = "45184--45197",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{niu-etal-2026-twiusd,
    title = "{T}wi{USD}: A Benchmark Dataset and Structure-Aware {LLM} Framework for User Stance Detection",
    author = "Niu, Fuqiang  and
      Chen, Zini  and
      Xie, Zhiyu  and
      Huang, Hu  and
      Liao, Qing  and
      Wang, Qianlong  and
      Dai, Genan  and
      Zhang, Bowen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2095/",
    pages = "45198--45212",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-breaking,
    title = "Breaking the Impasse: Dual-Scale Evolutionary Policy Training for Social Language Agents",
    author = "Wang, Minzheng  and
      Luo, Run  and
      Wang, Yanbo  and
      Liu, Zichen  and
      Tan, Yuqiao  and
      Tan, Tao  and
      Xu, Nan  and
      Wang, Lu  and
      Mao, Wenji",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2096/",
    pages = "45213--45235",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-render,
    title = "Render-of-Thought: Rendering Textual Chain-of-Thought as Images for Visual Latent Reasoning",
    author = "Wang, Yifan  and
      Li, Shiyu  and
      Li, Peiming  and
      Yang, Xiaochen  and
      Wei, Zheng  and
      Tang, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2097/",
    pages = "45236--45253",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{feng-etal-2026-legal,
    title = "Legal Judgment Prediction: A Reflection on the State of the Art",
    author = "Feng, Yi  and
      Li, Chuanyi  and
      Ng, Vincent",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2098/",
    pages = "45254--45273",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lee-etal-2026-grad,
    title = "{GRAD}: Generalizing {RAG} Adaptation with Decoding",
    author = "Lee, Youngwon  and
      Hwang, Seung-won  and
      Yao, Zhewei  and
      He, Yuxiong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2099/",
    pages = "45274--45290",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xue-etal-2026-sharp,
    title = "{SHARP}: Self-adaptive Harmful Category-aware Prompt Generation for Black-box Jailbreaking",
    author = "Xue, Yingjie  and
      Xia, Xingyou  and
      Zhang, Jun  and
      Cao, Yunbo  and
      Ye, Dengpan  and
      Geng, Guotong  and
      Li, Fei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2100/",
    pages = "45291--45303",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{eo-lim-2026-unveiling,
    title = "Unveiling the Limits of Large Language Models in Inferring Pragmatic Meaning from Non-Verbal Responses",
    author = "Eo, Sugyeong  and
      Lim, Heuiseok",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2101/",
    pages = "45304--45316",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shen-etal-2026-rlvr,
    title = "Does {RLVR} Extend Reasoning Boundaries? Investigating Capability Expansion in Vision-Language Models",
    author = "Shen, Minghe  and
      Zhi, Zhuo  and
      Liu, Chonghan  and
      Xing, Shuo  and
      Tu, Zhengzhong  and
      Liu, Che",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2102/",
    pages = "45317--45331",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yakun-etal-2026-perception,
    title = "Perception, Understanding and Reasoning: A Multimodal Benchmark for Video Fake News Detection",
    author = "Yakun, Cui  and
      Qi, Peng  and
      Huo, Fushuo  and
      Du, Hang  and
      Shi, Weijie  and
      Dai, Juntao  and
      Zhu, Zhenghao  and
      Han, Sirui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2103/",
    pages = "45332--45363",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lee-etal-2026-rv,
    title = "{RV}-{HATE}: Reinforced Multi-Module Voting for Implicit Hate Speech Detection",
    author = "Lee, Yejin  and
      An, Hyeseon  and
      Han, Yo-Sub",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2104/",
    pages = "45364--45383",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-ng-2026-cross,
    title = "Cross-Prompt Automated Essay Scoring of Multiple Traits: Making Sense of the State of the Art",
    author = "Li, Shengjie  and
      Ng, Vincent",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2105/",
    pages = "45384--45406",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-jarvis,
    title = "{JARVIS} or Ultron? A Survey on the Safety and Security Threats of Computer-Using Agents",
    author = "Chen, Ada  and
      Wu, Yongjiang  and
      Zhang, Junyuan  and
      Xiao, Jingyu  and
      Yang, Shu  and
      Huang, Jen-tse  and
      Wang, Kun  and
      Wang, Wenxuan  and
      Wang, Shuai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2106/",
    pages = "45407--45441",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhou-etal-2026-rose,
    title = "Rose-{SQL}: Role-State Evolution Guided Structured Reasoning for Multi-Turn Text-to-{SQL}",
    author = "Zhou, Le  and
      Yao, Feng  and
      Qiao, Fengcai  and
      Xu, Bo  and
      Wang, Fangyuan  and
      Xu, Boyan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2107/",
    pages = "45442--45459",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-experts,
    title = "Why Do More Experts Fail? A Theoretical Analysis of Model Merging",
    author = "Wang, Zijing  and
      Xu, Xingle  and
      Liu, YongKang  and
      Zhang, Yiqun  and
      Lin, Peiqin  and
      Feng, Shi  and
      Wang, Daling  and
      Yang, Xiaocui  and
      Schuetze, Hinrich",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2108/",
    pages = "45460--45482",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{rathore-etal-2026-combining,
    title = "Combining Distantly Supervised Models with In Context Learning for Monolingual and Cross-Lingual Relation Extraction",
    author = "Rathore, Vipul Kumar  and
      Faisal, Malik Hammad  and
      Singla, Parag  and
      Mausam",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2109/",
    pages = "45483--45509",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sun-etal-2026-explaining,
    title = "Explaining Sources of Uncertainty in Automated Fact-Checking",
    author = "Sun, Jingyi  and
      Warren, Greta  and
      Shklovski, Irina  and
      Augenstein, Isabelle",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2110/",
    pages = "45510--45534",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{jiang-etal-2026-trace,
    title = "{TRACE}: A Corpus of Team Creative Discussions",
    author = "Jiang, Yixuan  and
      Hu, Tiancheng  and
      Hernandez-Orallo, Jose  and
      Stillwell, David  and
      Sun, Luning",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2111/",
    pages = "45535--45552",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chae-etal-2026-evaluating,
    title = "Evaluating Structure-Aware Retrieval and Safety in Statute-Centric Legal {QA}",
    author = "Chae, Kyubyung  and
      Yeom, Jewon  and
      Park, Jeongjae  and
      Bae, Seunghyun  and
      Jang, Ijun  and
      Jin, Hyunbin  and
      Jang, Jinkwan  and
      Kim, Taesup",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2112/",
    pages = "45553--45573",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kajare-etal-2026-prisma,
    title = "{PRISMA}: Preference-Reinforced Self-Training Approach for Interpretable Emotionally Intelligent Negotiation Dialogues",
    author = "Kajare, Prajwal Vijay  and
      Priya, Priyanshu  and
      Santra, Bikash  and
      Ekbal, Asif",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2113/",
    pages = "45574--45596",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{suppa-etal-2026-skmteb,
    title = "{S}k{MTEB}: {S}lovak Massive Text Embedding Benchmark and Model Adaptation",
    author = "Suppa, Marek  and
      Ridzik, Andrej  and
      Hl{\textbackslash}'adek, Daniel  and
      K{\textbackslash}v{\{}n{\}}a{\textbackslash}v{\{}z{\}}ekov{\textbackslash}'a, Nat{\textbackslash}'alia  and
      Ondrejov{\textbackslash}'a, Vikt{\textbackslash}'oria",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2114/",
    pages = "45597--45628",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{park-etal-2026-linguistics,
    title = "A Linguistics-Aware {LLM} Watermarking via Syntactic Predictability",
    author = "Park, Shinwoo  and
      Park, Hyejin  and
      An, Hyeseon  and
      Han, Yo-Sub",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2115/",
    pages = "45629--45647",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lai-etal-2026-selective,
    title = "Selective Contrastive Learning For Gloss Free Sign Language Translation",
    author = "Lai, Chang Hao  and
      Zhao, Rui  and
      Zhong, Xuewen  and
      Su, Jinsong  and
      Chen, Yidong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2116/",
    pages = "45648--45660",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gu-etal-2026-scicustom,
    title = "{S}ci{C}ustom: A Framework for Custom Evaluation of Scientific Capabilities in Large Language Models",
    author = "Gu, Yiyang  and
      Yang, Junwei  and
      Luo, Junyu  and
      Yuan, Ye  and
      Feng, Bin  and
      Xia, Yingce  and
      Xie, Shufang  and
      Liu, Kaili  and
      Wu, Bohan  and
      Shi, Qi  and
      Li, Haoran  and
      Xiao, Beier  and
      Xiao, Zhiping  and
      Luo, Xiao  and
      Zhang, Weizhi  and
      Yu, Philip S.  and
      Liu, Zequn  and
      Zhang, Ming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2117/",
    pages = "45661--45678",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{rao-etal-2026-nsf,
    title = "{NSF}-{S}ci{F}y: Mining the {NSF} Awards Database for Scientific Claims",
    author = "Rao, Delip  and
      You, Weiqiu  and
      Wong, Eric  and
      Callison-Burch, Chris",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2118/",
    pages = "45679--45697",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mai-han-2026-learning,
    title = "Learning Invariant Modality Representation for Robust Multimodal Learning from a Causal Inference Perspective",
    author = "Mai, Sijie  and
      Han, Shiqin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2119/",
    pages = "45698--45721",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hu-etal-2026-multi,
    title = "Multi-Task Representation Alignment on Language Understanding: A Mutual Information Perspective",
    author = "Hu, Dou  and
      Wei, Lingwei  and
      Xiao, Hongjiang  and
      Hu, Songlin  and
      Zhang, Yuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2120/",
    pages = "45722--45740",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-econprover,
    title = "{E}con{P}rover: Towards More Economical Test-Time Scaling for Automated Theorem Proving",
    author = "Li, Mukai  and
      Song, Linfeng  and
      Liang, Zhenwen  and
      Xu, Jiahao  and
      Gong, Shansan  and
      Liu, Qi  and
      Mi, Haitao  and
      Yu, Dong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2121/",
    pages = "45741--45753",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gan-etal-2026-thinking,
    title = "Thinking-Based Non-Thinking: Solving the Reward Hacking Problem in Training Hybrid Reasoning Models via Reinforcement Learning",
    author = "Gan, Siyuan  and
      Liu, Jiaheng  and
      Wang, Boyan  and
      Yang, Tianpei  and
      Miao, Runqing  and
      Zhang, Yuyao  and
      Meng, Fanyu  and
      Feng, Junlan  and
      Meng, Linjian  and
      Huo, Jing  and
      Gao, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2122/",
    pages = "45754--45771",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yao-yu-2026-llm,
    title = "{LLM}-Based Multi-Agent Systems for Clinical Workflows: A Survey of {AI} Hospitals",
    author = "Yao, Zonghai  and
      yu, Hong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2123/",
    pages = "45772--45793",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sinha-etal-2026-minds,
    title = "Mind{'}s Eye: A Benchmark of Visual Abstraction, Transformation and Composition for Multimodal {LLM}s",
    author = "Sinha, Rohit  and
      Kanade, Aditya Sanjiv  and
      Kancheti, Sai Srinivas  and
      Balasubramanian, Vineeth N.  and
      Ganu, Tanuja",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2124/",
    pages = "45794--45835",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hu-etal-2026-evermemos,
    title = "{E}ver{M}em{OS}: A Self-Organizing Memory Operating System for Structured Long-Horizon Reasoning",
    author = "Hu, Chuanrui  and
      Gao, Xingze  and
      Zhou, Zuyi  and
      Xu, Dannong  and
      Bai, Yi  and
      Li, Xintong  and
      Zhang, Hui  and
      Li, Tong  and
      Zhang, Chong  and
      Bing, Lidong  and
      Deng, Yafeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2125/",
    pages = "45836--45853",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gatti-etal-2026-interpretable,
    title = "Interpretable Coreference Resolution Evaluation Using Explicit Semantics",
    author = "Gatti, Bruno  and
      Martinelli, Giuliano  and
      Navigli, Roberto",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2126/",
    pages = "45854--45872",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kong-etal-2026-sure,
    title = "{SURE} or Not? Investigating Semantic Understanding in Dense Retrieval Models",
    author = "Kong, Lingdi  and
      Chen, Xuanang  and
      He, Ben  and
      Sun, Le",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2127/",
    pages = "45873--45887",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fonseca-etal-2026-high,
    title = "When High Accuracy Hides Poor Calibration: Rethinking Confidence Evaluation in Transformer-Based Text Classification with Balanced Brier Score",
    author = "Fonseca, Guilherme  and
      Prenassi, Gabriel  and
      Cunha, Washington  and
      da Rocha, Leonardo Chaves Dutra  and
      Gon{\textbackslash}c{\{}c{\}}alves, Marcos Andr{\textbackslash}'e",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2128/",
    pages = "45888--45900",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zheng-etal-2026-doc,
    title = "Doc-$V^*$: Coarse-to-Fine Interactive Visual Reasoning for Multi-Page Document {VQA}",
    author = "Zheng, Yuanlei  and
      Fu, Pei  and
      Li, Hang  and
      Wang, Ziyang  and
      Zhang, Yuyi  and
      Ruan, Wenyu  and
      Zhang, Xiaojin  and
      Wei, Zhongyu  and
      Luo, Zhenbo  and
      Luan, Jian  and
      Chen, Wei  and
      Bai, Xiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2129/",
    pages = "45901--45923",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hui-etal-2026-privacy,
    title = "Privacy-R1: Privacy-Aware Multi-{LLM} Agent Collaboration via Reinforcement Learning",
    author = "Hui, Zheng  and
      Dong, Yijiang River  and
      Sivapiromrat, Sanhanat  and
      Shareghi, Ehsan  and
      Collier, Nigel",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2130/",
    pages = "45924--45937",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{fan-etal-2026-reinforcement,
    title = "Reinforcement Learning for Diffusion {LLM}s via Energy-Based {G}ibbs Alignment",
    author = "Fan, Yijia  and
      Yang, Jing  and
      Liu, Mingyu  and
      Cai, Kaitong  and
      Wang, Jian  and
      Wang, Keze  and
      Zhang, Jusheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2131/",
    pages = "45938--45948",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{oba-sugawara-2026-cxmp,
    title = "{C}x{MP}: A Linguistic Minimal-Pair Benchmark for Evaluating Constructional Understanding in Language Models",
    author = "Oba, Miyu  and
      Sugawara, Saku",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2132/",
    pages = "45949--45963",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{atri-etal-2026-evaluating,
    title = "Evaluating Temporal Consistency in Multi-Turn Language Models",
    author = "Atri, Yash Kumar  and
      Johnson, Steven L.  and
      Hartvigsen, Thomas",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2133/",
    pages = "45964--45982",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{rahimzadeh-etal-2026-synthia,
    title = "Synthia: Scalable Grounded Persona Generation from Social Media Data",
    author = "Rahimzadeh, Vahid  and
      Monazzah, Erfan Moosavi  and
      Pilehvar, Mohammad Taher  and
      Yaghoobzadeh, Yadollah",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2134/",
    pages = "45983--46006",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-recognition,
    title = "From Recognition to Reasoning: Benchmarking and Enhancing {MLLM}s on Real-World Receipt Document Understanding",
    author = "Wang, Yandi  and
      Zhan, Libin  and
      Huang, Ziwei  and
      Luo, Tiancheng  and
      Jiang, Yuxuan  and
      Dong, Wang  and
      Gan, Leilei  and
      Chen, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2135/",
    pages = "46007--46024",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{rashid-etal-2026-logiceval,
    title = "{L}ogic{E}val: A Systematic Framework for Evaluating Automated Repair Techniques for Logical Vulnerabilities in Real-World Software",
    author = "Rashid, Syed Md Mukit  and
      Al Ishtiaq, Abdullah  and
      Tu, Kai  and
      Dong, Yilu  and
      Wu, Tianwei  and
      Ranjbar, Ali  and
      Yang, Tianchang  and
      Sultana, Najrin  and
      Mehnaz, Shagufta  and
      Hussain, Syed Rafiul",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2136/",
    pages = "46025--46049",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kumar-etal-2026-mind,
    title = "Mind the Pause: Disfluency-Aware Objective Tuning for Multilingual Speech Correction with {LLM}s",
    author = "Kumar, Deepak  and
      Gain, Baban  and
      Ekbal, Asif",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2137/",
    pages = "46050--46070",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gao-etal-2026-biotool,
    title = "{B}io{T}ool: A Comprehensive Tool-Calling Dataset for Enhancing Biomedical Capabilities of Large Language Models",
    author = "Gao, Xin  and
      Zhang, Ruiyi  and
      Du, Meixi  and
      Qin, Peijia  and
      Xie, Pengtao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2138/",
    pages = "46071--46086",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{choi-etal-2026-compass,
    title = "{COMPASS}: A Framework for Evaluating Organization-Specific Policy Alignment in {LLM}s",
    author = "Choi, Dasol  and
      Lee, DongGeon  and
      Kartono, Brigitta Jesica  and
      Berndt, Helena  and
      Kwon, Taeyoun  and
      Jang, Joonwon  and
      Park, Haon  and
      Yu, Hwanjo  and
      Kahng, Minsuk",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2139/",
    pages = "46087--46133",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ma-etal-2026-paper2rebuttal,
    title = "{P}aper2{R}ebuttal: A Multi-Agent Framework for Transparent Author Response Assistance",
    author = "Ma, Qianli  and
      Guo, Chang  and
      Tian, Zhiheng  and
      Wang, Siyu  and
      Xiao, Jipeng  and
      Yue, Yuanhao  and
      Zhang, Zhipeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2140/",
    pages = "46134--46166",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhu-etal-2026-data,
    title = "Data Efficient {RLVR} via Off-Policy Influence Guidance",
    author = "Zhu, Erle  and
      Jiang, Dazhi  and
      Wang, Yuan  and
      Li, Xujun  and
      Cheng, Jiale  and
      Gu, Yuxian  and
      Niu, Yilin  and
      Zeng, Aohan  and
      Tang, Jie  and
      Huang, Minlie  and
      Wang, Hongning",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2141/",
    pages = "46167--46192",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{mishra-etal-2026-cebc,
    title = "{CEBC}: Conformal Evidence-Bounded Control for Low-Hallucination Vision{--}Language Generation",
    author = "Mishra, Ashish  and
      Kumar, Tarun  and
      Shah, Arpit  and
      Bhattacharya, Suparna  and
      Foltin, Martin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2142/",
    pages = "46193--46206",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kuribayashi-etal-2026-dual,
    title = "Dual Alignment Between Language Model Layers and Human Sentence Processing",
    author = "Kuribayashi, Tatsuki  and
      Warstadt, Alex  and
      Oseki, Yohei  and
      Wilcox, Ethan Gotlieb",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2143/",
    pages = "46207--46223",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{song-etal-2026-rethinking,
    title = "Rethinking Composed Image Retrieval Evaluation: A Fine-Grained Benchmark from Image Editing",
    author = "Song, Tingyu  and
      Zhang, Yanzhao  and
      Li, Mingxin  and
      Guo, Zhuoning  and
      Long, Dingkun  and
      Xie, Pengjun  and
      Zhang, Siyue  and
      Zhao, Yilun  and
      Wu, Shu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2144/",
    pages = "46224--46242",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cheng-etal-2026-edsd,
    title = "{EDSD}: Entropy-Driven Design for Faster Speculative Decoding",
    author = "Cheng, Longkai  and
      Wang, Ximing  and
      Zhu, Jiangcai  and
      Shao, Kailai  and
      Chen, Chao  and
      Hu, Haixiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2145/",
    pages = "46243--46260",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{rana-etal-2026-mutant,
    title = "{MUTANT}: A Recipe for Multilingual Tokenizer Design",
    author = "Rana, Souvik  and
      Kulkarni, Ashish  and
      Menezes, Arul  and
      Khatri, Chandra  and
      Agarwal, Shubham",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2146/",
    pages = "46261--46277",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{carnerero-cano-etal-2026-factcorrector,
    title = "{F}act{C}orrector: A Graph-Inspired Approach to Long-Form Factuality Correction of Large Language Models",
    author = "Carnerero-Cano, Javier  and
      Pronesti, Massimiliano  and
      Marinescu, Radu  and
      Tchrakian, Tigran T.  and
      Barry, James  and
      Gajcin, Jasmina  and
      Hou, Yufang  and
      Pascale, Alessandra  and
      Daly, Elizabeth M.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2147/",
    pages = "46278--46307",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{agarwal-etal-2026-made,
    title = "{MADE}: A Living Benchmark for Multi-Label Text Classification with Uncertainty Quantification of Medical Device Adverse Events",
    author = "Agarwal, Raunak  and
      Wenzel, Markus A.  and
      Baur, Simon  and
      Zimmer, Jonas  and
      Harvey, George  and
      Ma, Jackie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2148/",
    pages = "46308--46328",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{amalvy-etal-2026-overcoming,
    title = "Overcoming Copyright Barriers in Corpus Distribution Through Non-Reversible Hashing",
    author = "Amalvy, Arthur  and
      Labatut, Vincent  and
      Bost, Xavier  and
      Huang, Hen-Hsen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2149/",
    pages = "46329--46345",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-unisrm,
    title = "{U}ni{SRM}: A Unified Speech Reward Model for Reasoning-Based Fine-grained Assessment",
    author = "Wang, Yuanyuan  and
      Yang, Dongchao  and
      Deng, Yayue  and
      Wu, Zhiyong  and
      Guo, Steven Y.  and
      Meng, Helen M.  and
      Wu, Xixin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2150/",
    pages = "46346--46366",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-dpepo,
    title = "{DPEPO}: Diverse Parallel Exploration Policy Optimization for {LLM}-based Agents",
    author = "Zhang, JunShuo  and
      Huang, Chengrui  and
      Guo, Feng  and
      Li, Zihan  and
      Shi, Ke  and
      Jiang, Menghua  and
      Yu, Jiguo  and
      Shang, Shuo  and
      Gao, Shen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2151/",
    pages = "46367--46389",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sui-etal-2026-tea,
    title = "{TEA}-Bench: A Systematic Benchmarking of Tool-enhanced Emotional Support Dialogue Agent",
    author = "Sui, Xingyu  and
      Zhao, Yanyan  and
      Hu, Yulin  and
      Guo, Jiahe  and
      Zhao, Weixiang  and
      Qin, Bing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2152/",
    pages = "46390--46416",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hung-etal-2026-information,
    title = "An Information-Theoretic Foundation for the Subregular Hierarchy",
    author = "Hung, Mai Phan Quoc  and
      Quoc, Khanh Nguyen  and
      Luong, {\{}{\textbackslash}DJ{\}}o{\textbackslash}`an Minh  and
      Ngan, Duong Thu  and
      Thao, Duong Thi Phuong  and
      Do, Tuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2153/",
    pages = "46417--46429",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-regate,
    title = "{R}e{GATE}: Learning Faster and Better with Fewer Tokens in {MLLM}s",
    author = "Li, Chaoyu  and
      Kulkarni, Yogesh  and
      Fazli, Pooyan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2154/",
    pages = "46430--46446",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-words,
    title = "From Words to Pixels: A Comprehensive Survey on Large Language Models in Visual Segmentation",
    author = "Wang, Yizhou  and
      Chiu, Mang Tik  and
      Zhang, Lingzhi  and
      Shen, Xuan  and
      Amirghodsi, Sohrab  and
      Fu, Yun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2155/",
    pages = "46447--46461",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ziakas-etal-2026-red,
    title = "Red-Bandit: Test-Time Adaptation for {LLM} Red-Teaming via Bandit-Guided {L}o{RA} Experts",
    author = "Ziakas, Christos  and
      Loo, Nicholas  and
      Jain, Nishita  and
      Russo, Alessandra",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2156/",
    pages = "46462--46478",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{suh-etal-2026-graph,
    title = "Graph-Based Alternatives to {LLM}s for Human Simulation",
    author = "Suh, Joseph  and
      Moon, Suhong  and
      Chang, Serina",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2157/",
    pages = "46479--46506",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tang-etal-2026-minimal,
    title = "Minimal Free Resolution Guided Adaptive Tree Reasoning",
    author = "Tang, Dezhao  and
      Liu, Meihan  and
      Tong, Yulai  and
      Yuan, Guan  and
      Yan, Qiuyan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2158/",
    pages = "46507--46522",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{nguyen-etal-2026-grains,
    title = "{G}r{AI}n{S}: Gradient-based Attribution for Inference-Time Steering of {LLM}s and {VLM}s",
    author = "Nguyen, Duy  and
      Prasad, Archiki  and
      Stengel-Eskin, Elias  and
      Bansal, Mohit",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2159/",
    pages = "46523--46543",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sosnowski-etal-2026-dino,
    title = "{D}i{NO}: Disinformation Narrative Observer",
    author = "Sosnowski, Witold  and
      Modzelewski, Arkadiusz  and
      Skorupska, Kinga  and
      Wierzbicki, Adam",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2160/",
    pages = "46544--46574",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{rege-etal-2026-agentic,
    title = "Agentic Very Long Video Understanding",
    author = "Rege, Aniket  and
      Sadhu, Arka  and
      Li, Yuliang  and
      Li, Kejie  and
      Vinayak, Ramya Korlakai  and
      Chai, Yuning  and
      Lee, Yong Jae  and
      Kim, Hyo Jin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2161/",
    pages = "46575--46602",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{oh-etal-2026-ola,
    title = "{OLA}: Output Language Alignment in Code-Switched {LLM} Interactions",
    author = "Oh, Juhyun  and
      Yoo, Haneul  and
      Haznitrama, Faiz Ghifari  and
      Oh, Alice",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2162/",
    pages = "46603--46624",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sun-etal-2026-generalizing,
    title = "Generalizing Trust: Weak-to-Strong Trustworthiness in Language Models",
    author = "Sun, Lillian  and
      Pawelczyk, Martin  and
      Qi, Zhenting  and
      Kumar, Aounon  and
      Lakkaraju, Himabindu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2163/",
    pages = "46625--46647",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chandra-etal-2026-reasoning,
    title = "Reasoning Is Not All You Need: Examining {LLM}s for Multi-Turn Mental Health Conversations",
    author = "Chandra, Mohit  and
      Sriraman, Siddharth  and
      Khanuja, Harneet Singh  and
      Jin, Yiqiao  and
      De Choudhury, Munmun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2164/",
    pages = "46648--46682",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-batonvoice,
    title = "{B}aton{V}oice: An Operationalist Framework for Enhancing Controllable Speech Synthesis with Linguistic Intelligence from {LLM}s",
    author = "Wang, Yue  and
      Ma, Ruotian  and
      Chen, Xingyu  and
      Shi, Zhengliang  and
      Yang, Morunliu  and
      Chen, Wanshun  and
      Liu, Huang  and
      Yao, Jiadi  and
      He, Xin  and
      Yang, Qu  and
      Jiang, Qingxuan  and
      Ye, Fanghua  and
      Li, Juntao  and
      Tu, Zhaopeng  and
      Li, Xiaolong  and
      Bo, Liefeng  and
      Zhang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2165/",
    pages = "46683--46697",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{calais-etal-2026-monotonic,
    title = "Monotonic Scaffolding as a Diagnostic Lens for Legal Reasoning in {LLM}s",
    author = "Calais, Pedro  and
      Santos, Janderson  and
      Lacerda, Anisio  and
      Jr., Wagner Meira",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2166/",
    pages = "46698--46719",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hu-etal-2026-jailbreak,
    title = "Jailbreak-Zero: A Path to {P}areto Optimal Red Teaming for Large Language Models",
    author = "Hu, Kai  and
      Aggarwal, Abhinav  and
      Khodabandeh, Mehran  and
      Zhang, David  and
      Hsin, Eric  and
      Chen, Li  and
      Jain, Ankit  and
      Fredrikson, Matt  and
      Bharadwaj, Akash",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2167/",
    pages = "46720--46746",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hochman-etal-2026-factual,
    title = "Factual Retrieval in {LLM}s Is a Redundant, Distributed and Non-Contiguous Process",
    author = "Hochman, Hail  and
      Shapira, Natalie  and
      Goldberg, Yoav",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2168/",
    pages = "46747--46768",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{dutta-etal-2026-scene,
    title = "What About the Scene With the {H}itler Reference? {HAUNT}: A Framework to Probe {LLM}s' Self-consistency in Closed Domains Via Adversarial Nudge",
    author = "Dutta, Arka  and
      Dutta, Sujan  and
      Magu, Rijul  and
      Datta, Soumyajit  and
      De Choudhury, Munmun  and
      KhudaBukhsh, Ashiqur R.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2169/",
    pages = "46769--46791",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{misra-etal-2026-gitchameleon,
    title = "{G}it{C}hameleon 2.0: Evaluating {AI} Code Generation Against Python Library Version Incompatibilities",
    author = "Misra, Diganta  and
      Islah, Nizar  and
      May, Victor  and
      Rauby, Brice  and
      Wang, Zihan  and
      Gehring, Justine  and
      Orvieto, Antonio  and
      Chaudhary, Muawiz Sajjad  and
      Muller, Eilif B.  and
      Rish, Irina  and
      Kahou, Samira Ebrahimi  and
      Caccia, Massimo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2170/",
    pages = "46792--46831",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hardy-kim-2026-knowledge,
    title = "Knowledge without Wisdom: Measuring Misalignment between {LLM}s and Intended Impact",
    author = "Hardy, Michael  and
      Kim, Yunsung",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2171/",
    pages = "46832--46876",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hern-andez-cano-etal-2026-apertus,
    title = "Apertus: Democratizing Open and Compliant {LLM}s for Global Language Environments",
    author = "Hern{\textbackslash}'andez-Cano, Alejandro  and
      H{\textbackslash}{''}agele, Alexander  and
      Huang, Allen Hao  and
      Romanou, Angelika  and
      Solergibert, Antoni-Joan  and
      P{\textbackslash}'asztor, Barna  and
      Messmer, Bettina  and
      Garbaya, Dhia  and
      {\textbackslash}v{\{}D{\}}urech, Eduard Frank  and
      Hakimi, Ido  and
      Giraldo, Juan Garcia  and
      Ismayilzada, Mete  and
      Foroutan, Negar  and
      Moalla, Skander  and
      Chen, Tiancheng  and
      Sabol{\textbackslash}v{\{}c{\}}ec, Vinko  and
      Xu, Yixuan  and
      Aerni, Michael  and
      AlKhamissi, Badr  and
      Marinas, In{\textbackslash}'es Altemir  and
      Amani, Mohammad Hossein  and
      Ansaripour, Matin  and
      Badanin, Ilia  and
      Benoit, Harold  and
      Boros, Emanuela  and
      Browning, Nicholas John  and
      B{\textbackslash}{''}osch, Fabian  and
      B{\textbackslash}{''}other, Maximilian  and
      Canova, Niklas  and
      Challier, Camille  and
      Charmillot, Cl{\textbackslash}'ement  and
      Coles, Jonathan  and
      Deriu, Jan Milan  and
      Devos, Arnout  and
      Drescher, Lukas  and
      Dzenhaliou, Daniil  and
      Ehrmann, Maud  and
      Fan, Dongyang  and
      Fan, Simin  and
      Gao, Silin  and
      Gila, Miguel  and
      Grandury, Mar{\{}{\textbackslash}'{\textbackslash}i{\}}a  and
      Hashemi, Diba  and
      Hoyle, Alexander Miserlis  and
      Jiang, Jiaming  and
      Klein, Mark  and
      Kucharavy, Andrei  and
      Kucherenko, Anastasiia  and
      L{\textbackslash}{''}ubeck, Frederike  and
      Machacek, Roman  and
      Manitaras, Theofilos Ioannis  and
      Marfurt, Andreas  and
      Matoba, Kyle  and
      Matrenok, Simon  and
      Mendon{\textbackslash}c{\{}c{\}}a, Henrique  and
      Mohamed, Fawzi Roberto  and
      Montariol, Syrielle  and
      Mouchel, Luca  and
      Najem-Meyer, Sven  and
      Ni, Jingwei  and
      Oliva, Gennaro  and
      Pagliardini, Matteo  and
      Palme, Elia  and
      Panferov, Andrei  and
      Paoletti, L{\textbackslash}'eo  and
      Passerini, Marco  and
      Pavlov, Ivan  and
      Poiroux, Auguste  and
      Ponkshe, Kaustubh  and
      Ranchin, Nathan  and
      Rando, Javier  and
      Sauser, Mathieu  and
      Saydaliev, Jakhongir  and
      Sayfiddinov, Mukhammadali  and
      Schneider, Marian  and
      Schuppli, Stefano  and
      Scialanga, Marco  and
      Semenov, Andrei  and
      Shridhar, Kumar  and
      Singhal, Raghav  and
      Sotnikova, Anna  and
      Sternfeld, Alexander  and
      Tarun, Ayush Kumar  and
      Teiletche, Paul  and
      Vamvas, Jannis  and
      Yao, Xiaozhe  and
      Zhao, Hao  and
      Ilic, Alexander  and
      Klimovic, Ana  and
      Krause, Andreas  and
      Gulcehre, Caglar  and
      Rosenthal, David  and
      Ash, Elliott  and
      Tram{\textbackslash}`er, Florian  and
      VandeVondele, Joost  and
      Veraldi, Livio  and
      Rajman, Martin  and
      Schulthess, Thomas C.  and
      Hoefler, Torsten  and
      Bosselut, Antoine  and
      Jaggi, Martin  and
      Schlag, Imanol",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2172/",
    pages = "46877--46955",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-reframing,
    title = "Reframing Responsibility: Framing-Aware Event Causality Identification",
    author = "Zhao, Jin  and
      Yao, Jiayi  and
      Hu, Xinrui  and
      Xue, Nianwen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2173/",
    pages = "46956--46977",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zymet-etal-2026-adaptive,
    title = "Adaptive Instruction Composition for Automated {LLM} Red-Teaming",
    author = "Zymet, Jesse  and
      Luo, Andy  and
      Shinde, Swapnil  and
      Wadhwa, Sahil  and
      Chen, Emily",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2174/",
    pages = "46978--46996",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{dong-etal-2026-choir,
    title = "{CHOIR}: Harmonizing Structured Persona Diversity for Robust Collaborative {LLM} Reasoning",
    author = "Dong, Xiangjue  and
      Wang, Cong  and
      Teleki, Maria  and
      Bismay, Millennium  and
      Huang, Ruihong  and
      Caverlee, James",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2175/",
    pages = "46997--47014",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{anvekar-etal-2026-tabrex,
    title = "{T}ab{R}e{X}: Tabular Referenceless e{X}plainable Evaluation",
    author = "Anvekar, Tejas  and
      Park, Junha  and
      Garimella, Aparna  and
      Gupta, Vivek",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2176/",
    pages = "47015--47030",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-dream,
    title = "{DREAM}-{S}: Speculative Decoding with Searchable Drafting and Target-Aware Refinement for Multimodal Generation",
    author = "Liu, Zining  and
      Hu, Yunhai  and
      Xia, Tianhua  and
      Bao, BO  and
      Sather, Eric  and
      Thangarasa, Vithursan  and
      Zhang, Sai Qian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2177/",
    pages = "47031--47045",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{nishida-etal-2026-revisiting,
    title = "Revisiting Non-Verbatim Memorization in Large Language Models: The Role of Entity Surface Forms",
    author = "Nishida, Yuto  and
      Shikoda, Naoki  and
      Kishinami, Yosuke  and
      Fujii, Ryo  and
      Morishita, Makoto  and
      Kamigaito, Hidetaka  and
      Watanabe, Taro",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2178/",
    pages = "47046--47061",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{qiu-etal-2026-chatanime,
    title = "{C}hat{A}nime: Towards User-Centered Emotional Support in {LLM}-based Virtual Character Chat",
    author = "Qiu, Lanlan  and
      Pu, Sophia Xiao  and
      Feng, Yeqi  and
      Gao, Wenchang  and
      He, Tianxing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2179/",
    pages = "47062--47078",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-dybbt,
    title = "{D}y{BBT}: Dynamic Balance via Bandit-inspired Targeting for Dialog Policy with Cognitive Dual Systems",
    author = "Zhang, Shuyu  and
      Wei, Yifan  and
      Yuan, Jialuo  and
      Wang, Xinru  and
      Zhu, Yanmin  and
      Liu, Yujie  and
      Li, Bin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2180/",
    pages = "47079--47111",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{qin-etal-2026-scipedia,
    title = "{S}ci{P}edia: Unlocking the Value of Scientific Data for Pre-training",
    author = "Qin, Yiwei  and
      Huang, Zhen  and
      Mi, Tiantian  and
      Si, Weiye  and
      Guo, Qipeng  and
      Feng, Siyuan  and
      Liu, Pengfei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2181/",
    pages = "47112--47159",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ganesan-etal-2026-word,
    title = "From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal {NLP}",
    author = "Ganesan, Adithya V  and
      Varadarajan, Vasudha  and
      Kjell, Oscar  and
      Ringwald, Whitney  and
      Feltman, Scott M.  and
      Luft, Benjamin J.  and
      Kotov, Roman  and
      Boyd, Ryan L.  and
      Schwartz, H. Andrew",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2182/",
    pages = "47160--47179",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hara-etal-2026-mean,
    title = "Why Mean Pooling Works: Quantifying Second-Order Collapse in Text Embeddings",
    author = "Hara, Tomomasa  and
      Kurita, Hiroto  and
      Imaizumi, Masaaki  and
      Inui, Kentaro  and
      Yokoi, Sho",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2183/",
    pages = "47180--47201",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-self,
    title = "Self-Guided Alignment: Adaptive Preference {S}ensing for Multi-Objective Generation",
    author = "Wang, Ning  and
      Liu, Zhanyang  and
      Zhou, Taotao  and
      Zhang, Xinrui  and
      Shao, Zongru  and
      Zhou, Haojie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2184/",
    pages = "47202--47220",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{lv-etal-2026-reasmark,
    title = "{R}eas{M}ark: A Robust Watermark for Attributing {LLM} Reasoning Under Knowledge Distillation Attacks",
    author = "Lv, Peizhuo  and
      Zhou, Ruihua  and
      Li, Yunpeng  and
      Liang, Ruigang  and
      Han, Xingshuo  and
      Wang, XiaoFeng  and
      Dong, Wei  and
      Liu, Yuling",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2185/",
    pages = "47221--47241",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{deguchi-etal-2026-one,
    title = "One Single Hub Text Breaks {CLIP}: Identifying Vulnerabilities in Cross-Modal Encoders via Hubness",
    author = "Deguchi, Hiroyuki  and
      Chousa, Katsuki  and
      Sakai, Yusuke",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2186/",
    pages = "47242--47256",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hu-etal-2026-awakening,
    title = "Awakening Dormant Experts:Counterfactual Routing to Mitigate {M}o{E} Hallucinations",
    author = "Hu, Wentao  and
      Zhai, Yanbo  and
      Hu, Xiaohui  and
      Zhao, Mingkuan  and
      yu, Shanhong  and
      Liu, Xue  and
      Yu, Kaidong  and
      Song, Shuangyong  and
      Li, Xuelong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2187/",
    pages = "47257--47271",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{deas-etal-2026-characterizing,
    title = "Characterizing and Evaluating Working Emotion Vocabularies in Multilingual Large Language Models",
    author = "Deas, Nicholas  and
      Mejia, Ivan Ernesto Perez  and
      Yang, Ellie  and
      McKeown, Kathleen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2188/",
    pages = "47272--47294",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sakai-etal-2026-hallucitation,
    title = "{H}allu{C}itation Matters: Revealing the Impact of Hallucinated References with 300 Hallucinated Papers in {ACL} Conferences",
    author = "Sakai, Yusuke  and
      Kamigaito, Hidetaka  and
      Watanabe, Taro",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2189/",
    pages = "47295--47376",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhong-etal-2026-solve,
    title = "Solve-Detect-Verify: Inference-Time Scaling with Flexible Generative Verifier",
    author = "Zhong, Jianyuan  and
      Li, Zeju  and
      Xu, Zhijian  and
      Wen, Xiangyu  and
      Li, Kezhi  and
      Xu, Qiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2190/",
    pages = "47377--47401",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhi-etal-2026-spard,
    title = "{SPARD}: Self-Paced Curriculum for {RL} Alignment via Integrating Reward Dynamics and Data Utility",
    author = "Zhi, Xuyang  and
      Zhou, Peilun  and
      Lu, Chengqiang  and
      Lv, Hang  and
      Liang, Yiwei  and
      Zhang, Rongyang  and
      Gao, Yan  and
      Yiwu  and
      Hu, Yao  and
      Gu, Hongchao  and
      Lian, Defu  and
      Wang, Hao  and
      Chen, Enhong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2191/",
    pages = "47402--47422",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{seshadri-etal-2026-lost,
    title = "Lost in Simulation: {LLM}-Simulated Users are Unreliable Proxies for Human Users in Agentic Evaluations",
    author = "Seshadri, Preethi  and
      Cahyawijaya, Samuel  and
      Odumakinde, Ayomide  and
      Singh, Sameer  and
      Goldfarb-Tarrant, Seraphina",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2192/",
    pages = "47423--47439",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{rozovskaya-roth-2026-toward,
    title = "Toward Robust Evaluation for Multilingual Grammatical Error Correction: Can Large Language Models Replace Human References?",
    author = "Rozovskaya, Alla  and
      Roth, Dan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2193/",
    pages = "47440--47463",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{dai-etal-2026-cell,
    title = "Cell-Based Representation of Relational Binding in Language Models",
    author = "Dai, Qin  and
      Heinzerling, Benjamin  and
      Inui, Kentaro",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2194/",
    pages = "47464--47524",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-lotus,
    title = "{LOTUS}: Evolving Multimodal Unlearning via Hyperbolic Entailment and Lorentz Transport",
    author = "Wang, Zekun  and
      Zeng, Jingjie  and
      Li, Yingxu  and
      Lin, Hongfei  and
      Yang, Liang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2195/",
    pages = "47525--47538",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{sun-etal-2026-karl,
    title = "{KARL}: Reinforcement Learning for {LLM} Agents on Multi-Turn Knowledge-Intensive Agentic Tasks",
    author = "Sun, Xueqiao  and
      Liu, Xiao  and
      Lv, Bowen  and
      Zhang, Hanchen  and
      Jing, Bohao  and
      Qi, Zehan  and
      Xu, Yifan  and
      Dong, Yuxiao  and
      Tang, Jie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2196/",
    pages = "47539--47558",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{anand-etal-2026-figma,
    title = "{FIGMA}: Towards {FI}ne-Grained Music retriev{A}l",
    author = "Anand, Nishit  and
      Seth, Ashish  and
      Ghosh, Sreyan  and
      Manocha, Dinesh  and
      Duraiswami, Ramani",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2197/",
    pages = "47559--47572",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wang-etal-2026-mathsight,
    title = "{M}ath{S}ight: A Benchmark Exploring Have Vision-Language Models Really Seen in University-Level Mathematical Reasoning?",
    author = "Wang, Yuandong  and
      Cui, Yao  and
      Zhao, Yuxin  and
      Yang, Zhen  and
      Zhu, Yangfu  and
      Shao, Zhenzhou",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2198/",
    pages = "47573--47604",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{li-etal-2026-tokdrift,
    title = "{T}ok{D}rift: When {LLM} Speaks in Subwords but Code Speaks in Grammar",
    author = "Li, Yinxi  and
      Deng, Yuntian  and
      Nie, Pengyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2199/",
    pages = "47605--47629",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shi-etal-2026-revealer,
    title = "{REVEALER}: Reinforcement-Guided Visual Reasoning for Element-Level Text-Image Alignment Evaluation",
    author = "Shi, FuLin  and
      Xiao, Wenyi  and
      Gan, Leilei  and
      Ding, Liang  and
      Binchen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2200/",
    pages = "47630--47649",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yang-etal-2026-reasonany,
    title = "{R}eason{A}ny: Incorporating Reasoning Capability to Any Model via Simple and Effective Model Merging",
    author = "Yang, Junyao  and
      Qian, Chen  and
      Shen, Wen  and
      Liu, Yong  and
      Shao, Jing  and
      Liu, Dongrui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2201/",
    pages = "47650--47675",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{vijjini-etal-2026-llm,
    title = "Do {LLM} Agents Mirror Socio-Cognitive Effects in Power-Asymmetric Conversations?",
    author = "Vijjini, Anvesh Rao  and
      Manjunath, Sagar B.  and
      Chaturvedi, Snigdha",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2202/",
    pages = "47676--47701",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{chen-etal-2026-cig,
    title = "{CIG}: Measuring Conversational Information Gain in Deliberative Dialogues with Semantic Memory Dynamics",
    author = "Chen, Ming-Bin  and
      Lau, Jey Han  and
      Frermann, Lea",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2203/",
    pages = "47702--47725",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{kaneko-etal-2026-multilingual,
    title = "A Multilingual Social Bias Benchmark Incorporating Thinking Processes",
    author = "Kaneko, Masahiro  and
      Bollegala, Danushka  and
      Baldwin, Timothy",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2204/",
    pages = "47726--47741",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-preference,
    title = "Preference Heads in Large Language Models: A Mechanistic Framework for Interpretable Personalization",
    author = "Zhang, Weixu  and
      Yuan, Ye  and
      Han, Changjiang  and
      Tian, Yuxing  and
      Sun, Zipeng  and
      Du, Linfeng  and
      Kang, Jikun  and
      Kang, Hong  and
      Liu, Xue  and
      Wu, Haolun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2205/",
    pages = "47742--47754",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{gong-etal-2026-influence,
    title = "Influence-based Online Experience Selection for Effective {RLHF}",
    author = "Gong, Yifan  and
      Yao, Jing  and
      Wang, Xiting  and
      Wang, Xunlong  and
      Yi, Xiaoyuan  and
      Xie, Xing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2206/",
    pages = "47755--47771",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zheng-etal-2026-naturalgaia,
    title = "{N}atural{GAIA}: A Verifiable Benchmark and Hierarchical Framework for Long-Horizon {GUI} Tasks",
    author = "Zheng, Zihan  and
      Cui, Tianle  and
      Wang, Taoran  and
      Wang, Fengtao  and
      Pan, Jiahui  and
      He, Lewei  and
      Chen, Qianglong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2207/",
    pages = "47772--47799",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{liu-etal-2026-look,
    title = "Look Within or Beyond? A Theoretical Comparison Between Parameter-Efficient and Full Fine-Tuning",
    author = "Liu, YongKang  and
      Xu, Xingle  and
      Nie, Ercong  and
      Wang, Zijing  and
      Feng, Shi  and
      Wang, Daling  and
      Li, Qian  and
      Schuetze, Hinrich",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2208/",
    pages = "47800--47820",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shi-etal-2026-tackling,
    title = "Tackling the Root of Misinformation by Teaching Laypeople about Logical Fallacies via Socratic Questioning and Critical Argumentation",
    author = "Shi, Minjing  and
      Wang, Junling  and
      Ni, Jingwei  and
      Chowdhury, Sankalan Pal  and
      Sachan, Mrinmaya",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2209/",
    pages = "47821--47868",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{wu-etal-2026-trac,
    title = "{TRAC}: Teacher-Guided Token Reward with Adaptive Calibration for Robust Policy Optimization",
    author = "Wu, Sitong  and
      Tan, Haoru  and
      Zhang, Xichen  and
      Xia, Bin  and
      Zhang, Wenhu  and
      Qi, Xiaojuan  and
      Yu, Bei  and
      Jia, Jiaya",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2210/",
    pages = "47869--47884",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{elsetohy-etal-2026-macaron,
    title = "Macaron: Controlled, Human-Written Benchmark for Multilingual and Multicultural Reasoning via Template-Filling",
    author = "Elsetohy, Alaa  and
      Hadhoud, Sama  and
      Wibowo, Haryo Akbarianto  and
      Whitehouse, Chenxi  and
      Winata, Genta Indra  and
      Koto, Fajri  and
      Aji, Alham Fikri",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2211/",
    pages = "47885--47906",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{acar-eryi-u-g-it-2026-typology,
    title = "Typology-Aware Multilingual Morphosyntactic Parsing with Joint Abstract Node Modeling",
    author = "Acar, Kutay  and
      Eryi{\textbackslash}u{\{}g{\}}it, G{\textbackslash}{''}ul{\textbackslash}c{\{}s{\}}en",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2212/",
    pages = "47907--47920",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{yun-etal-2026-sharvet,
    title = "{S}har{V}e{T}: Similarity-aware Parameter Sharing with Vector-based Tuning for Efficient {LLM} Compression",
    author = "Yun, Jeongin  and
      Lee, Jaeri  and
      Kim, Jongjin  and
      Kim, Minjun  and
      Song, Jinho  and
      Kang, U",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2213/",
    pages = "47921--47937",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{shihab-etal-2026-beyond,
    title = "Beyond Variance: Knowledge-Aware {LLM} Compression via Fisher-Aligned Subspace Diagnostics",
    author = "Shihab, Ibne Farabi  and
      Akter, Sanjeda  and
      Sharma, Anuj",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2214/",
    pages = "47938--47954",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{cohen-etal-2026-remind,
    title = "{REMIND}: Memorization and Unlearning in {LLM}s Through the Lens of Input Loss Landscapes",
    author = "Cohen, Liran  and
      Nemcovsky, Yaniv  and
      Mendelson, Avi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2215/",
    pages = "47955--47993",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhao-etal-2026-reinforced,
    title = "Reinforced Efficient Reasoning via Semantically Diverse Exploration",
    author = "Zhao, Ziqi  and
      Ren, Zhaochun  and
      Zou, Jiahong  and
      Yang, Liu  and
      Xu, Zhiwei  and
      Ge, Xuri  and
      Chen, Zhumin  and
      Ma, Xinyu  and
      Shi, Daiting  and
      Wang, Shuaiqiang  and
      Yin, Dawei  and
      Xin, Xin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2216/",
    pages = "47994--48007",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zaman-srivastava-2026-chain,
    title = "Is Chain-of-Thought Really Not Explainability? Chain-of-Thought Can Be Faithful without Hint Verbalization",
    author = "Zaman, Kerem  and
      Srivastava, Shashank",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2217/",
    pages = "48008--48030",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{hsiao-etal-2026-megarag,
    title = "{M}ega{RAG}: Multimodal Knowledge Graph-Based Retrieval Augmented Generation",
    author = "Hsiao, Chi-Hsiang  and
      Wang, Yi-Cheng  and
      Lin, Tzung-Sheng  and
      Yeh, Yi-Ren  and
      Chen, Chu-song",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2218/",
    pages = "48031--48059",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{tong-etal-2026-selecting,
    title = "{SELEC}ting over Tokens: Curating Pre-training Data at Scale via Token Classification",
    author = "Tong, Xin  and
      Zhang, Weidong  and
      Li, Jiaang  and
      Chen, Haibin  and
      Liu, Shilei  and
      Liu, Langming  and
      Lv, Kangtao  and
      Yuan, Yujin  and
      Su, Wenbo  and
      Zheng, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2219/",
    pages = "48060--48085",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{xiong-etal-2026-trojail,
    title = "{TROJ}ail: Trajectory-Level Optimization for Multi-Turn Large Language Model Jailbreaks with Process Rewards",
    author = "Xiong, Xiqiao  and
      Li, Ouxiang  and
      Liu, Zhuo  and
      Li, Moxin  and
      Shi, Wentao  and
      Zhu, Fengbin  and
      Wang, Qifan  and
      Feng, Fuli",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2220/",
    pages = "48086--48109",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{ehara-2026-accurate,
    title = "Accurate and Efficient Statistical Testing for Word Semantic Breadth",
    author = "Ehara, Yo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2221/",
    pages = "48110--48125",
    ISBN = "979-8-89176-390-6"
}
@inproceedings{zhang-etal-2026-constructing,
    title = "Constructing coherent spatial memory in {LLM} agents through graph rectification",
    author = "Zhang, Puzhen  and
      Chen, Xuyang  and
      Feng, Yu  and
      Jiang, Yuhan  and
      Meng, Liqiu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.2222/",
    pages = "48126--48146",
    ISBN = "979-8-89176-390-6"
}