@proceedings{findings-2026-acl,
    title = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    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.findings-acl.0/",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{son-etal-2026-dont,
    title = "{I} Don{'}t Need Solution. {I} Need Emotional Support : Empathetic {LLM}s based on Emotional Validation",
    author = "Son, Suhyune  and
      Lim, Jungwoo  and
      Kang, Myunghoon  and
      Hong, Seongtae  and
      Hur, Yuna  and
      Zi, Evelyn H.  and
      Lim, Heuiseok",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1/",
    pages = "1--26",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{buda-etal-2026-extraction,
    title = "Extraction of Texters' Explicit Emotion Expressions in Crisis Conversations",
    author = "Buda, Greg  and
      Tripodi, Ignacio J.  and
      Zuromski, Kelly L.  and
      Meagher, Margaret  and
      Olson, Elizabeth A.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2/",
    pages = "27--44",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{martin-etal-2026-wikivideo,
    title = "{W}iki{V}ideo: Article Generation from Multiple Videos",
    author = "Martin, Alexander  and
      Kriz, Reno  and
      Walden, William Gantt  and
      Sanders, Kate  and
      Recknor, Hannah  and
      Yang, Eugene  and
      Ferraro, Francis  and
      Van Durme, Benjamin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.3/",
    pages = "45--70",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gu-etal-2026-large,
    title = "Large Language Models Are Effective Human Annotation Assistants, But Not Good Independent Annotators",
    author = "Gu, Feng  and
      Li, Zongxia  and
      Colon, Carlos R.  and
      Evans, Benjamin  and
      Mondal, Ishani  and
      Boyd-Graber, Jordan Lee",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.4/",
    pages = "71--89",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{peng-etal-2026-accelerating,
    title = "Accelerating {LLM} Fine-Tuning via Embedding Knowledge Transfer",
    author = "Peng, Meishu  and
      Zhang, Ziyue  and
      Zhang, Yi  and
      Wang, Pengyang  and
      Yuan, Zixuan  and
      Zhang, Denghui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.5/",
    pages = "90--107",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-understanding-secret,
    title = "Understanding Secret Leakage Risks in Code {LLM}s: A Tokenization Perspective",
    author = "Chen, Meifang  and
      Yang, Zhe  and
      Nianchen, Huang  and
      Huang, Yizhan  and
      LI, Yichen  and
      Li, Zihan  and
      Lyu, Michael R.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.6/",
    pages = "108--119",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ling-etal-2026-mallm,
    title = "{MALLM}-{GAN}: Multi-Agent Large Language Model as Generative Adversarial Network for Synthesizing Tabular Data",
    author = "Ling, Yaobin  and
      Jiang, Xiaoqian  and
      Kim, Yejin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.7/",
    pages = "120--136",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{fan-etal-2026-emcompress,
    title = "{EMC}ompress: Video-{LLM}s with Endomorphic Multimodal Compression",
    author = "Fan, Zheyu  and
      Liu, Jiateng  and
      Zhang, Yuji  and
      Wang, Zihan  and
      Fung, Yi R.  and
      Li, Manling  and
      Ji, Heng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.8/",
    pages = "137--162",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-learning,
    title = "Learning from Contrastive Prompts: An Automated Prompt Optimization Framework",
    author = "Li, Mingqi  and
      Aggarwal, Karan  and
      Xie, Yong  and
      Ahmad, Aitzaz  and
      Lau, Stephen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.9/",
    pages = "163--188",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ma-rajtmajer-2026-private,
    title = "Private Seeds, Public {LLM}s: Realistic and Privacy-Preserving Synthetic Data Generation",
    author = "Ma, Qian  and
      Rajtmajer, Sarah",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.10/",
    pages = "189--210",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{deng-etal-2026-toolscope,
    title = "{T}ool{S}cope: An Agentic Framework for Vision-Guided and Long-Horizon Tool Use",
    author = "Deng, Mengjie  and
      Dong, Guanting  and
      Dou, Zhicheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.11/",
    pages = "211--225",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-vchain,
    title = "{VC}hain: Chain-of-Visual-Thought for Reasoning in Video Generation",
    author = "Huang, Ziqi  and
      Yu, Ning  and
      Chen, Gordon  and
      Qiu, Haonan  and
      Debevec, Paul  and
      Liu, Ziwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.12/",
    pages = "226--250",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-diversity,
    title = "Diversity Collapse in Multi-Agent {LLM} Systems: Structural Coupling and Collective Failure in Open-Ended Idea Generation",
    author = "Chen, Nuo  and
      Tong, Yicheng  and
      Yang, Yuzhe  and
      He, Yufei  and
      Zhang, Xueyi  and
      Qingyun, Zou  and
      Wang, Qian  and
      He, Bingsheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.13/",
    pages = "251--306",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{vasu-etal-2026-justice,
    title = "Justice in Judgment: Unveiling (Hidden) Bias in {LLM}-assisted Peer Reviews",
    author = "Vasu, Sai Suresh Macharla  and
      Sheth, Ivaxi  and
      Wang, Hui-Po  and
      Binkyte, Ruta  and
      Fritz, Mario",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.14/",
    pages = "307--330",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{twist-etal-2026-study,
    title = "A Study of {LLM}s' Preferences for Libraries and Programming Languages",
    author = "Twist, Lukas  and
      Zhang, Jie M.  and
      Harman, Mark  and
      Syme, Don  and
      Noppen, Joost  and
      Yannakoudakis, Helen  and
      Nauck, Detlef",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.15/",
    pages = "331--351",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-unveiling,
    title = "Unveiling Inherent Visual Grounding in Multimodal {LLM}s for Text-Rich Images",
    author = "Zhou, Shijie  and
      Kil, Jihyung  and
      Li, Ming  and
      Gu, Jiuxiang  and
      Wigington, Curtis  and
      Jain, Rajiv  and
      Chen, Changyou  and
      Zhang, Ruiyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.16/",
    pages = "352--370",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{oukid-etal-2026-puma,
    title = "{PUMA}: Projected Universal Multilingual {ASR} for Low-Resource Settings. Application to Diverse {A}frican Languages",
    author = "Oukid, Ilyes  and
      Faye, Bilal  and
      Azzag, Hanane  and
      Lebbah, Mustapha  and
      Boulahia, Said Yacine",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.17/",
    pages = "371--382",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-mgpo,
    title = "{MGPO}: Thinking with Images via Multi-Turn Grounding-Based Reinforcement Learning",
    author = "Huang, Xinyu  and
      Dong, Yuhao  and
      Tian, Weiwei  and
      Li, Bo  and
      Feng, Rui  and
      Liu, Ziwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.18/",
    pages = "383--399",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{walden-etal-2026-grounded,
    title = "How Grounded is {W}ikipedia? A Study on Structured Evidential Support and Retrieval",
    author = "Walden, William Gantt  and
      Ricci, Kathryn  and
      Wanner, Miriam  and
      Jiang, Zhengping  and
      May, Chandler  and
      Zhou, Rongkun  and
      Van Durme, Benjamin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.19/",
    pages = "400--420",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xin-etal-2026-jailbreaking,
    title = "Jailbreaking Attacks vs. Content Safety Filters: How Far Are We in the {LLM} Safety Arms Race?",
    author = "Xin, Yuan  and
      Chen, Dingfan  and
      Yang, Linyi  and
      Backes, Michael  and
      Zhang, Xiao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.20/",
    pages = "421--445",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ou-etal-2026-browseconf,
    title = "{B}rowse{C}onf: Confidence-Guided Test-Time Scaling for Web Agents",
    author = "Ou, Litu  and
      Li, Kuan  and
      Yin, Huifeng  and
      Zhang, Liwen  and
      Zhang, Zhongwang  and
      Wu, Xixi  and
      Ye, Rui  and
      Qiao, Zile  and
      Jiang, Yong  and
      Xie, Pengjun  and
      Huang, Fei  and
      Zhou, Jingren",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.21/",
    pages = "446--465",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zeng-etal-2026-hyperedit,
    title = "{H}yper{E}dit: Unlocking Instruction-based Text Editing in {LLM}s via Hypernetworks",
    author = "Zeng, Yiming  and
      Cao, Jinghan  and
      Li, Zexin  and
      Yu, Wanhao  and
      Ye, Zhankai  and
      Xiang, Dawei  and
      Hua, Ting  and
      Liu, Xin  and
      Gao, Shangqian  and
      Yu, Tingting",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.22/",
    pages = "466--480",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-strategy,
    title = "Strategy-Induct: Task-Level Strategy Induction for Instruction Generation",
    author = "Chen, Po-Chun  and
      Huang, Hen-Hsen  and
      Chen, Hsin-Hsi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.23/",
    pages = "481--504",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{beauchemin-etal-2026-idiom,
    title = "Idiom Understanding as a Tool to Measure the Dialect Gap",
    author = "Beauchemin, David  and
      Tremblay, Yan  and
      Youssef, Mohamed Amine  and
      Khoury, Richard",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.24/",
    pages = "505--522",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{peng-etal-2026-logic,
    title = "Logic Jailbreak: Efficiently Unlocking {LLM} Safety Restrictions Through Formal Logical Expression",
    author = "Peng, Jingyu  and
      Wang, Maolin  and
      Wang, Nan  and
      Li, Jiatong  and
      Li, Yuchen  and
      Ye, Yuyang  and
      Wang, Wanyu  and
      Jia, Pengyue  and
      Zhang, Kai  and
      Zhao, Xiangyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.25/",
    pages = "523--543",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-etal-2026-two,
    title = "Two Heads Are Better Than One: Audio-Visual Speech Error Correction with Dual Hypotheses",
    author = "Kim, Sungnyun  and
      Jang, Kangwook  and
      Cho, Sungwoo  and
      Chung, Joon Son  and
      Kim, Hoi-Rin  and
      Yun, Se-Young",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.26/",
    pages = "544--564",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-towards,
    title = "Towards Hierarchical Multi-Step Reward Models for Enhanced Reasoning in Large Language Models",
    author = "Wang, Teng  and
      Zhangyi, Jiang  and
      He, Zhenqi  and
      Gong, Hailei  and
      Tong, Shenyang  and
      Yang, Wenhan  and
      Li, Zeyu  and
      Zheng, Yanan  and
      He, Zifan  and
      Ye, Zewen  and
      Ma, Shengjie  and
      Zhang, Jianping",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.27/",
    pages = "565--576",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{guo-etal-2026-scivqr,
    title = "{S}ci{VQR}: A Multidisciplinary Multimodal Benchmark for Advanced Scientific Reasoning Evaluation",
    author = "Guo, Longteng  and
      Lin, Xuanxu  and
      Hao, Dongze  and
      Yue, Tongtian  and
      Huo, Pengkang  and
      Ma, Jiatong  and
      Liu, Yuchen  and
      Liu, Jing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.28/",
    pages = "577--601",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{adeeba-etal-2026-urblimp,
    title = "{U}r{BL}i{MP}: A Benchmark for Evaluating the Linguistic Competence of Large Language Models in {U}rdu",
    author = "Adeeba, Farah  and
      Dillon, Brian  and
      Sajjad, Hassan  and
      Bhatt, Rajesh",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.29/",
    pages = "602--617",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ramakrishnan-etal-2026-anchor,
    title = "{ANCHOR}: {LLM}-driven Subject Conditioning for Text-to-Image Synthesis",
    author = "Ramakrishnan, Aashish Anantha  and
      Huang, Sharon X  and
      Lee, Dongwon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.30/",
    pages = "618--638",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{garbacea-etal-2026-personalized,
    title = "Personalized Benchmarking: Evaluating {LLM}s by Individual Preferences",
    author = "Garbacea, Cristina  and
      Wang, Heran  and
      Tan, Chenhao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.31/",
    pages = "639--675",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kanganis-keith-2026-op,
    title = "Op-Fed: Opinion, Stance, and Monetary Policy Annotations on {FOMC} Transcripts Using Active Learning",
    author = "Kanganis, Alisa  and
      Keith, Katherine A.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.32/",
    pages = "676--699",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-c3d,
    title = "{C}$^3${D}: Enhancing {LLM} Reasoning via Confidence-Guided Contrastive Decoding",
    author = "Zhang, Yufeng  and
      Wang, Xuepeng  and
      Wu, Lingxiang  and
      Wang, Jinqiao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.33/",
    pages = "700--712",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cheang-etal-2026-llms,
    title = "Do {LLM}s Really Know What They Don{'}t Know? Internal States Mainly Reflect Knowledge Recall Rather Than Truthfulness",
    author = "Cheang, Chi Seng  and
      Chan, Hou Pong  and
      Zhang, Wenxuan  and
      Deng, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.34/",
    pages = "713--730",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lee-etal-2026-enhancing,
    title = "Enhancing Hallucination Detection via Future Context",
    author = "Lee, Joosung  and
      Park, Cheonbok  and
      Jo, Hwiyeol  and
      Kim, Jeonghoon  and
      Park, Joonsuk  and
      Yoo, Kang Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.35/",
    pages = "731--749",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-mto,
    title = "{MTO}: A Multi-turn Conversational Text-to-{O}verpass{QL} Dataset for Enhanced {O}pen{S}treet{M}ap Query Generation",
    author = "Zhang, Haodi  and
      Zhu, Xinrui  and
      Kong, Mingze  and
      Liu, Zhidan  and
      Fan, Tao  and
      Wu, Kaishun  and
      Song, Yuanfeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.36/",
    pages = "750--771",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sun-etal-2026-dual-phase,
    title = "A Dual-Phase Self-Evolution Framework for Large Language Models",
    author = "Sun, Haoran  and
      Zhang, Zekun  and
      Zeng, Shaoning",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.37/",
    pages = "772--782",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sun-etal-2026-preference,
    title = "Preference-Aware Memory Update for Long-Term {LLM} Agents",
    author = "Sun, Haoran  and
      Zhang, Zekun  and
      Zeng, Shaoning",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.38/",
    pages = "783--793",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-understanding,
    title = "Understanding In-Context Learning Beyond Transformers: An Investigation of State Space and Hybrid Architectures",
    author = "Wang, Shenran  and
      Tse, Timothy Tin-Long  and
      Zhu, Jian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.39/",
    pages = "794--820",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{han-etal-2026-c2dlm,
    title = "{C}$^2${DLM}: Causal Concept-Guided Diffusion Large Language Models",
    author = "Han, Kairong  and
      Shan, Nuanqiao  and
      Zhao, Ziyu  and
      Hu, Zijing  and
      Dong, Xinpeng  and
      Jian, Ye Jun  and
      Pan, Lujia  and
      Wu, Fei  and
      Kuang, Kun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.40/",
    pages = "821--838",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{nguyen-etal-2026-cmtd,
    title = "{CMTD}: Cognitive Modeling with Traits and Distortions for Multimodal Emotion Recognition in Conversations",
    author = "Nguyen, Minh-Tien  and
      Le, Huu-Loi  and
      Phan, Manh-Cuong  and
      Hotta, Hajime",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.41/",
    pages = "839--854",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{azime-etal-2026-bridging,
    title = "Bridging the Culture Gap: A Framework for {LLM}-Driven Socio-Cultural Localization of Math Word Problems in Low-Resource Languages",
    author = "Azime, Israel Abebe  and
      Belay, Tadesse Destaw  and
      Klakow, Dietrich  and
      Slusallek, Philipp  and
      Chhabra, Anshuman",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.42/",
    pages = "855--870",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{arviv-etal-2026-stop,
    title = "Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data",
    author = "Arviv, Ofir  and
      Greenewald, Kristjan  and
      Perlitz, Yotam  and
      Mulian, Hadar  and
      Shmueli-Scheuer, Michal  and
      Choshen, Leshem",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.43/",
    pages = "871--881",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xia-huang-2026-anygraph,
    title = "{A}ny{G}raph: Graph Foundation Model in the Wild",
    author = "Xia, Lianghao  and
      Huang, Chao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.44/",
    pages = "882--896",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-dose,
    title = "{DOSE}: Data Selection for Multi-Modal {LLM}s via Off-the-Shelf Models",
    author = "Wu, Biao  and
      Zhong, Yiwu  and
      Fang, Meng  and
      Chen, Ling",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.45/",
    pages = "897--911",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cai-etal-2026-mergeit,
    title = "{M}erge{IT}: From Selection to Merging for Efficient Instruction Tuning",
    author = "Cai, Hongyi  and
      Fu, Yuqian  and
      Fu, Hongming  and
      Zhao, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.46/",
    pages = "912--923",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{d-aliberti-ribeiro-2026-illusion,
    title = "The Illusion of Insight in Reasoning Models",
    author = "d'Aliberti, Liv G.  and
      Ribeiro, Manoel Horta",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.47/",
    pages = "924--966",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{taniguchi-etal-2026-adaptive,
    title = "Adaptive Layer Selection for Layer-Wise Token Pruning in {LLM} Inference",
    author = "Taniguchi, Rei  and
      Dong, Yuyang  and
      Onizuka, Makoto  and
      Xiao, Chuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.48/",
    pages = "967--986",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{admoni-etal-2026-aligning,
    title = "Aligning What {LLM}s Do and Say: Towards Self-Consistent Explanations",
    author = "Admoni, Sahar  and
      Amir, Ofra  and
      Hallak, Assaf  and
      Ziser, Yftah",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.49/",
    pages = "987--1003",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{rai-etal-2026-taro,
    title = "{TAR}o: Token-level Adaptive Routing for {LLM} Test-time Alignment",
    author = "Rai, Arushi  and
      Zhang, Qiang  and
      Zeng, Hanqing  and
      Zhang, Yunkai  and
      Tamboli, Dipesh  and
      Fan, Xiangjun  and
      Zhao, Zhuokai  and
      Zhang, Lizhu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.50/",
    pages = "1004--1025",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-prorank,
    title = "{P}ro{R}ank: Prompt Warmup via Reinforcement Learning for Small Language Models Reranking",
    author = "LI, Xianming  and
      Shakir, Aamir  and
      Huang, Rui  and
      Lipp, Julius  and
      Clavi{\textbackslash}'e, Benjamin  and
      Li, Jing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.51/",
    pages = "1026--1037",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-chemamp,
    title = "{C}hem{A}mp: Amplified Chemistry Tools via Composable Agents",
    author = "Li, Zhucong  and
      Chang, Powei  and
      Xiao, Jin  and
      Zhou, Zhijian  and
      He, Qianyu  and
      Liang, Jiaqing  and
      Cao, Fenglei  and
      Yinghui, Xu  and
      Qi, Yuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.52/",
    pages = "1038--1053",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cai-etal-2026-codecontests,
    title = "{C}ode{C}ontests-{O}: Powering {LLM}s via Feedback-Driven Iterative Test Case Generation",
    author = "Cai, Jianfeng  and
      Zhu, Jinhua  and
      Sun, Ruopei  and
      Zhao, Kangwen  and
      Xue, Dongyun  and
      Feng, Mingxiao  and
      Zhou, Wengang  and
      Li, Houqiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.53/",
    pages = "1054--1072",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-etal-2026-hybrid,
    title = "Hybrid-Vector Retrieval for Visually Rich Documents: Combining Single-Vector Efficiency and Multi-Vector Accuracy",
    author = "Kim, Juyeon  and
      Lee, Geon  and
      Choi, Dongwon  and
      Kim, Taeuk  and
      Shin, Kijung",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.54/",
    pages = "1073--1089",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{han-etal-2026-multi,
    title = "Multi-Scale Spectral Selection and Entropy-Guided Uncertainty Fusion for Multimodal Rumor Detection",
    author = "Han, Zongliang  and
      Guo, Wenyu  and
      Jin, Guoqing  and
      Liu, Yang  and
      Li, Fan  and
      Yu, Dong  and
      Song, Yan  and
      Zhangfengzhen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.55/",
    pages = "1090--1100",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{han-etal-2026-covariance,
    title = "Covariance Matrix-Driven Image Channel Allocation for Multimodal Fake News Detection",
    author = "Han, Zongliang  and
      Guo, Wenyu  and
      Jin, Guoqing  and
      Liu, Yang  and
      Song, Yan  and
      Yu, Dong  and
      Min, Wang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.56/",
    pages = "1101--1115",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zeng-etal-2026-mechanistic,
    title = "Mechanistic Insights into Deferred Semantic Drift in {LLM}s",
    author = "Zeng, Jingjie  and
      Li, Huayang  and
      Yang, Liang  and
      Zhang, Shaowu  and
      Sun, Yuanyuan  and
      Lin, Hongfei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.57/",
    pages = "1116--1137",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-jointcq,
    title = "{J}oint{CQ}: Improving Factual Hallucination Detection with Joint Claim and Query Generation",
    author = "Xu, Fan  and
      Zhang, Huixuan  and
      Zhang, Zhenliang  and
      Wang, Jiahao  and
      Wan, Xiaojun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.58/",
    pages = "1138--1159",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lin-etal-2026-pseudo2real,
    title = "{P}seudo2{R}eal: Task Arithmetic for Pseudo-Label Correction in Automatic Speech Recognition",
    author = "Lin, Yi-Cheng  and
      Liang, Yu-Hsuan Li  and
      Su, Hsuan  and
      Lin, Tzu-Quan  and
      Chen, Shang-Tse  and
      Chen, Yun-Nung  and
      Lee, Hung-yi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.59/",
    pages = "1160--1175",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xie-etal-2026-sga,
    title = "{SGA}-{MCTS}: Decoupling Planning from Execution via Training-Free Atomic Experience Retrieval",
    author = "Xie, Xin  and
      Xue, Dongyun  and
      Yao, Wuguannan  and
      Feng, Mingxiao  and
      Zhou, Wengang  and
      Qi, Xiang  and
      Li, Houqiang  and
      Zhang, Peng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.60/",
    pages = "1176--1193",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-robustness,
    title = "Robustness via Referencing: Defending against Prompt Injection Attacks by Referencing the Executed Instruction",
    author = "Chen, Yulin  and
      Li, Haoran  and
      Sui, Yuan  and
      Liu, Yue  and
      He, Yufei  and
      Bai, Xiaoling  and
      Fei, Chi  and
      Yabo, Li  and
      Ma, Haozhe  and
      Song, Yangqiu  and
      Hooi, Bryan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.61/",
    pages = "1194--1215",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{mori-etal-2026-differentially,
    title = "Differentially Private Synthetic Text Generation for Retrieval-Augmented Generation ({RAG})",
    author = "Mori, Junki  and
      Kakizaki, Kazuya  and
      Miyagawa, Taiki  and
      Sakuma, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.62/",
    pages = "1216--1235",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{fang-etal-2026-slower,
    title = "When Slower Isn{'}t Truer: Inverse Scaling Law of Truthfulness in Multimodal Reasoning",
    author = "Fang, Sitong  and
      Cao, Wenjing  and
      Li, Jiahao  and
      Wang, Xuyao  and
      Chan, Chi-Min  and
      Han, Sirui  and
      Dai, Juntao  and
      Guo, Yike  and
      Yang, Yaodong  and
      Ji, Jiaming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.63/",
    pages = "1236--1263",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yosha-etal-2026-stresstest,
    title = "{S}tress{T}est: Can {YOUR} Speech {LM} Handle the Stress?",
    author = "Yosha, Iddo  and
      Maimon, Gallil  and
      Adi, Yossi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.64/",
    pages = "1264--1285",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zuo-etal-2026-evade,
    title = "{EVADE}: {LLM}-Based Explanation Generation and Validation for Error Detection in {NLI}",
    author = "Zuo, Longfei  and
      Plank, Barbara  and
      Peng, Siyao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.65/",
    pages = "1286--1300",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{you-etal-2026-agenticragtracer,
    title = "{A}gentic{RAGT}racer: A Hop-Aware Benchmark for Diagnosing Multi-Step Retrieval Reasoning in Agentic {RAG}",
    author = "You, Qijie  and
      Yu, Wenkai  and
      Liang, Hao  and
      Wong, Zhen Hao  and
      Zhang, Wentao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.66/",
    pages = "1301--1335",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-attention,
    title = "Attention to Non-Adopters",
    author = "Zhou, Kaitlyn  and
      Gligori{\textbackslash}'c, Kristina  and
      Cheng, Myra  and
      Lam, Michelle S.  and
      Raman, Vyoma  and
      Aminu, Boluwatife  and
      Woo, Caeley  and
      Brockman, Michael  and
      Cha, Hannah  and
      Jurafsky, Dan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.67/",
    pages = "1336--1366",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sayeedi-etal-2026-ready,
    title = "Ready to Translate, Not to Represent? Bias and Performance Gaps in Multilingual {LLM}s Across Language Families and Domains",
    author = "Sayeedi, Md. Faiyaz Abdullah  and
      Rahman, Subhey Sadi  and
      Alam, Md. Mahbub  and
      Islam, Md. Adnanul  and
      Deepti, Jannatul Ferdous  and
      Mohiuddin, Tasnim  and
      Islam, Md Mofijul  and
      Shatabda, Swakkhar",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.68/",
    pages = "1367--1391",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{you-etal-2026-music,
    title = "Music Audio-Visual Question Answering Requires Specialized Multimodal Designs",
    author = "You, Wenhao  and
      Diao, Xingjian  and
      Huang, Wenjun  and
      Zhang, Chunhui  and
      Kong, Keyi  and
      Wu, Weiyi  and
      Ma, Chiyu  and
      Ouyang, Zhongyu  and
      Wu, Tingxuan  and
      Cheng, Ming  and
      Vosoughi, Soroush  and
      Gui, Jiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.69/",
    pages = "1392--1426",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{fateh-etal-2026-temporalvlm,
    title = "{T}emporal{VLM}: Video {LLM}s for Temporal Reasoning in Long Videos",
    author = "Fateh, Fawad Javed  and
      Ahmed, Umer  and
      Khan, Hamza  and
      Zia, Zeeshan  and
      Tran, Quoc-Huy",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.70/",
    pages = "1427--1447",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-mitigating,
    title = "Mitigating Judgment Preference Bias in Large Language Models through Group-Based Polling",
    author = "Liu, Shuliang  and
      Xu, Zhipeng  and
      Liu, Zhenghao  and
      Yan, Yukun  and
      Yu, Minghe  and
      Gu, Yu  and
      Chen, Chong  and
      Xie, Huiyuan  and
      Yu, Ge",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.71/",
    pages = "1448--1464",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-enhancing,
    title = "Enhancing Long-Chain Reasoning Distillation through Error-Aware Self-Reflection",
    author = "Wu, Zhuoyang  and
      Li, Xinze  and
      Liu, Zhenghao  and
      Yan, Yukun  and
      Liu, Zhiyuan  and
      Yu, Minghe  and
      Yang, Cheng  and
      Gu, Yu  and
      Yu, Ge  and
      Sun, Maosong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.72/",
    pages = "1465--1482",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shen-etal-2026-new,
    title = "New Compendium of a Myriad of Plants: A New Dataset Describing {A}ncient {C}hinese Plants",
    author = "Shen, Xiaobin  and
      Wang, Zhongqing  and
      Li, Shichen  and
      Huang, Chu-Ren  and
      Zhou, Guodong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.73/",
    pages = "1483--1498",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-generative,
    title = "Generative Interfaces for Language Models",
    author = "Chen, Jiaqi  and
      Zhang, Yanzhe  and
      Zhang, Yutong  and
      Shao, Yijia  and
      Yang, Diyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.74/",
    pages = "1499--1519",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lyu-etal-2026-evoedit,
    title = "{E}vo{E}dit: Evolving Null-space Alignment for Robust and Efficient Knowledge Editing",
    author = "Lyu, Sicheng  and
      Gu, Yu  and
      Wang, Xinyu  and
      Huang, Jerry  and
      Luan, Sitao  and
      Cui, Yufei  and
      Chang, Xiao-Wen  and
      Lu, Peng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.75/",
    pages = "1520--1540",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-efficient-reasoning,
    title = "Efficient Reasoning for {LLM}s through Speculative Chain-of-Thought",
    author = "Wang, Jikai  and
      Li, Juntao  and
      Hou, Jianye  and
      Bowen, Yan  and
      Wu, Lijun  and
      Zhang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.76/",
    pages = "1541--1553",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tan-etal-2026-coarse,
    title = "From Coarse to Fine: Self-Adaptive Hierarchical Planning for {LLM} Agents",
    author = "Tan, Haoran  and
      Zhang, Zeyu  and
      Ma, Chen  and
      Liu, Tianze  and
      Dai, Quanyu  and
      Chen, Xu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.77/",
    pages = "1554--1569",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{deng-etal-2026-data,
    title = "Data-Centric Perspectives on Agentic Retrieval-Augmented Generation: A Survey",
    author = "Deng, Jingwen  and
      Huang, Jihao  and
      Wong, Zhen Hao  and
      Liang, Hao  and
      Xu, Quanqing  and
      Cui, Bin  and
      Zhang, Wentao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.78/",
    pages = "1570--1588",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-wisca,
    title = "{WISCA}: A Lightweight Model Transition Method to Improve {LLM} Training via Weight Scaling",
    author = "Li, Jiacheng  and
      Tan, Jianchao  and
      Yang, Zhidong  and
      Sun, Pingwei  and
      Huo, Feiye  and
      Qin, Jiayu  and
      Zhang, Xiangyu  and
      He, Maoxin  and
      Tan, Guangming  and
      Jia, Weile  and
      Cai, Xunliang  and
      Zhao, Tong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.79/",
    pages = "1589--1601",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{churina-etal-2026-disentangling,
    title = "Disentangling Codemixing in Chats: The {NUS} {ABC} Codemixed Corpus",
    author = "Churina, Svetlana  and
      Gupta, Akshat  and
      Mujtahid, Nur Insyirah Binte Imam  and
      Jaidka, Kokil",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.80/",
    pages = "1602--1624",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jeong-etal-2026-thoughts,
    title = "When Thoughts Meet Facts: Reusable Reasoning for Long-Context {LM}s",
    author = "Jeong, Soyeong  and
      Jung, Taehee  and
      Hwang, Sung Ju  and
      Kim, Joo-Kyung  and
      Kang, Dongyeop",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.81/",
    pages = "1625--1646",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-infinity,
    title = "Infinity-Parser: Layout-Aware Reinforcement Learning with High-quality Document Parsing Dataset",
    author = "Wang, Baode  and
      Wu, Biao  and
      Li, Weizhen  and
      Fang, Meng  and
      Huang, Zuming  and
      Huang, Jun  and
      Liang, Yanjie  and
      Wang, Haozhe  and
      Chen, Ling  and
      Chu, Wei  and
      Qi, Yuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.82/",
    pages = "1647--1667",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xiao-etal-2026-lunar,
    title = "Lunar-Bench: Towards Evaluating Task-Oriented Reasoning of {LLM}s in Lunar Exploration Scenarios",
    author = "Xiao, Xin-Yu  and
      Tian, Ye  and
      Yin, Erwei  and
      He, Zhixian  and
      Wang, Shiqi  and
      Liu, Yalei  and
      Xia, Qianchen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.83/",
    pages = "1668--1705",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chang-etal-2026-bv,
    title = "{BV}-Blend: Uncertainty-Weighted Historical Baselines for Stable Critic-Free {RL} with Verifiable Rewards",
    author = "Chang, Yupeng  and
      Wu, Yuan  and
      Chang, Yi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.84/",
    pages = "1706--1725",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shejole-bhattacharyya-2026-rethinking,
    title = "Rethinking Research on Stereotypes: An Analysis through Social Psychological and Computational Perspectives",
    author = "Shejole, Kaustubh Shivshankar  and
      Bhattacharyya, Pushpak",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.85/",
    pages = "1726--1747",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-llms-catch,
    title = "Do {LLM}s Catch Their Own Mistakes? A Comprehensive Benchmark for Reflective Tool Use {LLM}s",
    author = "Liu, Zheyuan  and
      Xiao, Liqiang  and
      Li, Yang  and
      Yun, Hyokun  and
      Li, Lihong  and
      Zhang, Chao  and
      Jiang, Meng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.86/",
    pages = "1748--1773",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-understanding-generalization,
    title = "Understanding Generalization in Role-Playing Models via Information Theory",
    author = "Li, Yongqi  and
      Lang, Hao  and
      Huang, Fei  and
      Qian, Tieyun  and
      Li, Yongbin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.87/",
    pages = "1774--1809",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gan-etal-2026-multilingual,
    title = "A Multilingual Dataset and Empirical Validation for the Mutual Reinforcement Effect in Information Extraction",
    author = "Gan, Chengguang  and
      Lee, Sunbowen  and
      Yin, Qingyu  and
      Liang, Yunhao  and
      He, Xinyang  and
      Wei, Hanjun  and
      Lim, Younghun  and
      Wang, Shijian  and
      Huang, Hexiang  and
      Zhang, QingHao  and
      Ni, Shiwen  and
      Mori, Tatsunori",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.88/",
    pages = "1810--1829",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-trace,
    title = "{TRACE}: An Experiential Framework for Coherent Multi-hop Knowledge Graph Question Answering",
    author = "Wang, Yingxu  and
      Huang, Jiaxin  and
      Wang, Mengzhu  and
      Yin, Nan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.89/",
    pages = "1830--1851",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{guo-etal-2026-llms,
    title = "Can {LLM}s See Without Pixels? Benchmarking Spatial Intelligence from Textual Descriptions",
    author = "Guo, Zhongbin  and
      Yang, Zhen  and
      Li, Yushan  and
      Zhang, Xinyue  and
      Gao, Wenyu  and
      Wang, Jiacheng  and
      Li, Chengzhi  and
      Liu, Xiangrui  and
      Jian, Ping",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.90/",
    pages = "1852--1897",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hu-etal-2026-lil,
    title = "Lil: Less is Less When Applying Post-Training Sparse-Attention Algorithms in Long-Decode Stage",
    author = "Hu, Junhao  and
      Li, Fangze  and
      Xu, Mingtao  and
      Meng, Feifan  and
      Zhao, Shiju  and
      Hu, Tiancheng  and
      Peng, Ting  and
      Liu, Anmin  and
      Huang, Wenrui  and
      Liu, Chenxu  and
      Hua, Ziyue  and
      Xie, Tao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.91/",
    pages = "1898--1912",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-static,
    title = "Static Models, Dynamic World: A Unified Perspective on Temporal Perception in Large Language Models",
    author = "Li, Chenhao  and
      Song, Dandan  and
      Zhou, Changzhi  and
      Yang, Jun  and
      Tian, Yuhang  and
      Ma, Huipeng  and
      Feng, Guangyuan  and
      Zhang, Luan  and
      Li, Xudong  and
      Duan, Ke",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.92/",
    pages = "1913--1932",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{asante-etal-2026-decomposed,
    title = "Decomposed Trust: Privacy, Adversarial Robustness, Ethics, and Fairness in Low-Rank {LLM}s",
    author = "Asante, Daniel Agyei  and
      Chowdhury, Md Mokarram  and
      Li, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.93/",
    pages = "1933--1952",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-beyond-token,
    title = "Beyond Token Length: Step Pruner for Efficient and Accurate Reasoning in Large Language Models",
    author = "Wu, Canhui  and
      Cao, Qiong  and
      Li, Chang  and
      Wang, Zhenfang  and
      Xue, Chao  and
      Fan, Yuwei  and
      Xi, Wei  and
      He, Xiaodong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.94/",
    pages = "1953--1974",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{fan-etal-2026-exploring,
    title = "Exploring Reasoning Reward Model for Agents",
    author = "Fan, Kaixuan  and
      Feng, Kaituo  and
      Zhang, Manyuan  and
      Peng, Tianshuo  and
      Li, Zhixun  and
      Jiang, Yilei  and
      Chen, Shuang  and
      Yue, Xiangyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.95/",
    pages = "1975--1991",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-mtmcs,
    title = "{MTMCS}-Bench: Evaluating Contextual Safety of Multimodal Large Language Models in Multi-Turn Dialogues",
    author = "Liu, Zheyuan  and
      Kim, Dongwhi  and
      Wan, Yixin  and
      Yuan, Xiangchi  and
      Tan, Zhaoxuan  and
      Mo, Fengran  and
      Jiang, Meng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.96/",
    pages = "1992--2036",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-reap,
    title = "{REAP}: Towards Effective Training-Free Chemical Reasoning with Explicit Atomic Priors",
    author = "Zhang, Mingxu  and
      Shen, Dazhong  and
      Zhang, Qi  and
      Sun, Ying",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.97/",
    pages = "2037--2062",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-towards-self,
    title = "Towards Self-Improving Error Diagnosis in Multi-Agent Systems",
    author = "Li, Jiazheng  and
      Yilmaz, Emine  and
      Chen, Bei  and
      Le, Thu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.98/",
    pages = "2063--2077",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ye-etal-2026-muldimif,
    title = "{M}ul{D}im{IF}: A Multi-Dimensional Constraint Framework for Evaluating and Improving Instruction Following in Large Language Models",
    author = "Ye, Junjie  and
      Huang, Caishuang  and
      Chen, Zhuohan  and
      Fu, Wenjie  and
      Yang, Chenyuan  and
      Yang, Leyi  and
      Wu, Yilong  and
      Wang, Peng  and
      Zhou, Meng  and
      Yang, Xiaolong  and
      Gui, Tao  and
      Zhang, Qi  and
      Shi, Zhongchao  and
      Fan, Jianping  and
      Huang, Xuanjing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.99/",
    pages = "2078--2104",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-text2mem,
    title = "{T}ext2{M}em: A Unified Memory Operation Language for Memory Operating System",
    author = "Wang, Leo  and
      Yang, Lihai  and
      Chen, Boyu  and
      Xu, Kerun  and
      Zou, Gongyi  and
      Tang, Bo  and
      Xiong, Feiyu  and
      Chen, Siheng  and
      li, Zhiyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.100/",
    pages = "2105--2119",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-amo,
    title = "{AMO}-Bench: Large Language Models Still Struggle in High School Math Competitions",
    author = "Liu, Junlin  and
      An, Shengnan  and
      Zhou, Shuang  and
      Ma, Dan  and
      Lin, Yehao  and
      Lv, Xinxuan  and
      Wang, Xuanlin  and
      Li, Xiaoyu  and
      Wang, Ziwen  and
      Cao, Xuezhi  and
      Cai, Xunliang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.101/",
    pages = "2120--2137",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-solver,
    title = "Solver-Independent Automated Problem Formulation via {LLM}s for High-Cost Simulation-Driven Design",
    author = "Li, Yuchen  and
      Wang, Handing  and
      Xue, Bing  and
      Zhang, Mengjie  and
      Jin, Yaochu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.102/",
    pages = "2138--2153",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wallat-etal-2026-facts,
    title = "When Facts Change: Temporal Knowledge Conflict Resolution in {LLM}s",
    author = "Wallat, Jonas  and
      Nejdl, Wolfgang  and
      Sikdar, Sandipan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.103/",
    pages = "2154--2184",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-etal-2026-script,
    title = "{SCRIPT}: A Subcharacter Compositional Representation Injection Module for {K}orean Pre-Trained Language Models",
    author = "Kim, SungHo  and
      Park, Juhyeong  and
      Atalay, Eda  and
      Lee, SangKeun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.104/",
    pages = "2185--2213",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-pibe,
    title = "{P}ib{E}-{MPP}: A Play-it-by-Ear Masking Performance Plug-in for {LLM}s",
    author = "Wang, Mengwei  and
      Niu, Simin  and
      Liang, Xun  and
      Ma, Yuefeng  and
      Zhang, Sensen  and
      Yang, Jiawei  and
      Song, Shichao  and
      Wang, Hanyu  and
      Lai, Huayi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.105/",
    pages = "2214--2225",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lai-etal-2026-rolecde,
    title = "{R}ole{CDE}: Benchmarking and Mitigating Role{--}Alignment Trade-offs in Role-Playing Agents",
    author = "Lai, Huayi  and
      Song, Shichao  and
      Niu, Simin  and
      Wang, Hanyu  and
      Yang, Jiawei  and
      Wang, Zhouxing  and
      Yin, Zhiqiang  and
      Liang, Xun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.106/",
    pages = "2226--2248",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{bao-etal-2026-policyllm,
    title = "{P}olicy{LLM}: Towards Excellent Comprehension of Public Policy for Large Language Models",
    author = "Bao, Han  and
      Zhang, Penghao  and
      Huang, Yue  and
      Yuan, Zhengqing  and
      Ru, Yanchi  and
      Rui, SU  and
      Zhou, Yujun  and
      Wang, Xiangqi  and
      Guo, Kehan  and
      Chawla, Nitesh V  and
      Ye, Yanfang  and
      Zhang, Xiangliang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.107/",
    pages = "2249--2274",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gao-etal-2026-bookagent,
    title = "{BOOKAGENT}: Orchestrating Safety-Aware Visual Narratives via Multi-Agent Cognitive Calibration",
    author = "Gao, Bo  and
      Liu, Chang  and
      Miao, Yuyang  and
      Ma, SiYuan  and
      Lim, Ser-Nam",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.108/",
    pages = "2275--2292",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ye-etal-2026-feedback,
    title = "Feedback-Driven Tool-Use Improvements in Large Language Models via Automated Build Environments",
    author = "Ye, Junjie  and
      Jiang, Changhao  and
      Du, Zhengyin  and
      Xu, Yufei  and
      Yao, Xuesong  and
      Xi, Zhiheng  and
      Fan, Xiaoran  and
      Zhang, Qi  and
      Gui, Tao  and
      Huang, Xuanjing  and
      Chen, Jiecao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.109/",
    pages = "2293--2323",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{do-etal-2026-domain,
    title = "Do Domain-specific Experts exist in {M}o{E}-based {LLM}s?",
    author = "Do, Giang  and
      Le, Hung  and
      Tran, Truyen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.110/",
    pages = "2324--2340",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yin-etal-2026-autoue,
    title = "{A}uto{UE}: Automated Generation of 3{D} Games in Unreal Engine via Multi-Agent Systems",
    author = "Yin, Lei  and
      Cheng, Wentao  and
      Qin, Zhida  and
      Huang, Tianyu  and
      Li, Yidong  and
      Ding, Gangyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.111/",
    pages = "2341--2364",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{pan-etal-2026-comprehensive,
    title = "Comprehensive Benchmarking of Long-Form Speech Generation in Diverse Scenarios",
    author = "Pan, Changhao  and
      Yang, Rui  and
      Wang, Han  and
      Zhou, Zhuan  and
      He, Xuming  and
      Guo, Wenxiang  and
      Jiang, Ziyue  and
      Li, Ruiqi  and
      Zhang, Yu  and
      Wen, Chenyuhao  and
      Lei, Ke  and
      Yin, Xiang  and
      Lu, Jingyu  and
      Zhu, Zhiyuan  and
      Zhao, Zhou",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.112/",
    pages = "2365--2400",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xie-etal-2026-cast,
    title = "{CAST}: Achieving Stable {LLM}-based Text Analysis for Data Analytics",
    author = "Xie, Jinxiang  and
      Li, Zihao  and
      He, Wei  and
      Ding, Rui  and
      Han, Shi  and
      Zhang, Dongmei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.113/",
    pages = "2401--2420",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-wavalign,
    title = "{W}av{A}lign: Enhancing Intelligence and Expressiveness in Spoken Dialogue Models via Adaptive Hybrid Post-Training",
    author = "Chen, Yifu  and
      Ji, Shengpeng  and
      Chen, Qian  and
      Liang, Tianle  and
      Li, Yangzhuo  and
      Wang, Ziqing  and
      Wang, Wen  and
      Lu, Jingyu  and
      Wang, Haoxiao  and
      Pu, Xueyi  and
      Zhuo, Fan  and
      Zhao, Zhou",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.114/",
    pages = "2421--2444",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hu-etal-2026-omnicompliance,
    title = "{O}mni{C}ompliance-100{K}: A Multi-Domain, Rule-Grounded, Real-World Safety Compliance Dataset",
    author = "Hu, Wenbin  and
      Jing, Huihao  and
      Shi, Haochen  and
      Fan, Changxuan  and
      Li, Haoran  and
      Song, Yangqiu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.115/",
    pages = "2445--2463",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-automonitor,
    title = "{A}uto{M}onitor-Bench: Evaluating the Reliability of {LLM}-Based Misbehavior Monitor",
    author = "Yang, Shu  and
      Hu, Jingyu  and
      Li, Tong  and
      Yan, Hanqi  and
      Wang, Wenxuan  and
      Wang, Di",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.116/",
    pages = "2464--2483",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-adaptive,
    title = "Adaptive and Representative Multi-Interest Modeling for Recommendation with Large Language Model",
    author = "Wang, Ziyan  and
      Du, Yingpeng  and
      Wei, Tianjun  and
      Chua, Haoyan  and
      Bi, Jieyi  and
      Zhang, Jie  and
      Sun, Zhu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.117/",
    pages = "2484--2496",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-mathmixup,
    title = "{M}ath{M}ixup: Boosting {LLM} Mathematical Reasoning with Difficulty-Controllable Data Synthesis and Curriculum Learning",
    author = "Li, Xuchen  and
      Chen, Jing  and
      Li, Xuzhao  and
      Liang, Hao  and
      Zhou, Xiaohuan  and
      Wang, Taifeng  and
      Zhang, Wentao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.118/",
    pages = "2497--2513",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gu-etal-2026-model,
    title = "The Model Agreed, But Didn{'}t Learn: Diagnosing Surface Compliance in Large Language Models",
    author = "Gu, Xiaojie  and
      Huang, Ziying  and
      Hong, Weicong  and
      Xie, Jian  and
      Lou, Renze  and
      Zhang, Kai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.119/",
    pages = "2514--2529",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{qian-etal-2026-aware,
    title = "{AWARE}: Agentic Knowledge Warehousing for Contextual Intelligence",
    author = "Qian, Hongjin  and
      Bao, Siqi  and
      Cao, Zhao  and
      Liu, Zheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.120/",
    pages = "2530--2540",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{song-2026-alignment,
    title = "Alignment Tuning for Large Language Models: A Data-Centric Lens on Alignment Data Pipelines",
    author = "Song, Hwanjun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.121/",
    pages = "2541--2561",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{an-etal-2026-purging,
    title = "Purging the Gray Zone: Latent-Geometric Denoising for Precise Knowledge Boundary Awareness",
    author = "An, Hao  and
      Lou, Yibin  and
      Guo, Jiayi  and
      Xu, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.122/",
    pages = "2562--2576",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-temporal,
    title = "Temporal Token Matters: Investigating and Interpreting the Consistency of Temporal Ordering in Large Language Models",
    author = "Yang, Zhen  and
      Zhang, Xinyue  and
      Jian, Ping  and
      Li, Chengzhi  and
      Guo, Zhongbin  and
      Feng, Jiaping  and
      Lu, Wenpeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.123/",
    pages = "2577--2596",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kao-etal-2026-towards,
    title = "Towards {LLM} Agents for Earth Observation",
    author = "Kao, Chia Hsiang  and
      Zhao, Wenting  and
      Lam, Cheryl  and
      Umap, Aarush  and
      Revankar, Shreelekha  and
      Speas, Samuel  and
      Bhagat, Snehal  and
      Datta, Rajeev  and
      Phoo, Cheng Perng  and
      Mall, Utkarsh  and
      Vondrick, Carl  and
      Bala, Kavita  and
      Hariharan, Bharath",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.124/",
    pages = "2597--2611",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{koh-etal-2026-jamendo,
    title = "Jamendo-{MT}-{QA}: A Benchmark for Multi-Track Comparative Music Question Answering",
    author = "Koh, Junyoung  and
      Lee, Jaeyun  and
      Kim, Soo Yong  and
      Choi, Gyu Hyeong  and
      Koh, Jung In  and
      Phillips, Jordan  and
      Lee, Yeonjin  and
      Song, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.125/",
    pages = "2612--2631",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{qiang-etal-2026-chinese,
    title = "{C}hinese Live-Streaming {E}-Commerce Morph Resolution: Datasets and Methods",
    author = "Qiang, Jipeng  and
      Zhu, Jiahao  and
      Zhu, Yi  and
      Zhang, Chaowei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.126/",
    pages = "2632--2645",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{qian-etal-2026-memobrain,
    title = "{M}emo{B}rain: Executive Memory as an Agentic Brain for Reasoning",
    author = "Qian, Hongjin  and
      Cao, Zhao  and
      Liu, Zheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.127/",
    pages = "2646--2662",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lin-etal-2026-exploring,
    title = "Exploring the Capability Boundaries of {LLM}s in Mastering of {C}hinese Chouxiang Language",
    author = "Lin, Dianqing  and
      Lan, Tian  and
      Zhu, Jiali  and
      Li, Jiang  and
      Chen, Wei  and
      Liu, Xu  and
      Aruukhan  and
      Su, Xiangdong  and
      Hou, Hongxu  and
      Gao, Guanglai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.128/",
    pages = "2663--2687",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ali-etal-2026-recor,
    title = "{RECOR}: Reasoning-focused Multi-turn Conversational Retrieval Benchmark",
    author = "Ali, Mohammed  and
      Abdallah, Abdelrahman  and
      Agarwal, Amit  and
      Patel, Hitesh Laxmichand  and
      Jatowt, Adam",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.129/",
    pages = "2688--2723",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-data,
    title = "Data Selection for Multi-turn Dialogue Instruction Tuning",
    author = "Li, Bo  and
      Zhang, Shikun  and
      Ye, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.130/",
    pages = "2724--2739",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hui-etal-2026-agentgc,
    title = "{A}gent{GC}: Evolutionary Learning-based Lossless Compression for Genomics Data with {LLM}-driven Multiple Agent",
    author = "Hui, Sun  and
      Yanfeng, Ding  and
      Ma, Huidong  and
      Xu, Chang  and
      Jin, Keyan  and
      Zu, Lizheng  and
      Zhong, Cheng  and
      Liu, Xiaoguang  and
      Wang, Gang  and
      Cai, Wentong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.131/",
    pages = "2740--2757",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-think,
    title = "Think Outside the Policy: In-Context Steered Policy Optimization",
    author = "Huang, Hsiu-Yuan  and
      Tang, Chenming  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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.132/",
    pages = "2758--2776",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-cot,
    title = "Where {C}o{T} Reasoning Commits: Entropy Traces Identify Interpretable Attention Heads",
    author = "Zhang, Tianhe  and
      Deng, Yonghong  and
      Jian, Ping  and
      Yang, Zhen  and
      Wang, Boyang  and
      Zhang, Xinyue",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.133/",
    pages = "2777--2795",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ren-etal-2026-coarse,
    title = "From Coarse to Fine: Benchmarking and Reward Modeling for Writing-Centric Generation Tasks",
    author = "Ren, Qingyu  and
      Pan, Tianjun  and
      Chen, Xingzhou  and
      Wang, Xuhong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.134/",
    pages = "2796--2810",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cai-etal-2026-dentalgpt,
    title = "{D}ental{GPT}: Incentivizing Multimodal Reasoning in Dentistry",
    author = "Cai, Zhenyang  and
      Zhang, Jiaming  and
      Zhao, Junjie  and
      Zeng, Ziyi  and
      Li, Yanchao  and
      Jingyi, Liang  and
      Chen, Junying  and
      Yang, Yunjin  and
      You, Jiajun  and
      Deng, Shuzhi  and
      Xieruiqiii  and
      Chen, Yuanting  and
      Feng, Xiangyi  and
      Li, Jianquan  and
      Chen, Liangyi  and
      Wang, Junwen  and
      Jiang, Shan  and
      Wang, Benyou",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.135/",
    pages = "2811--2829",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{dong-etal-2026-sara,
    title = "{SARA}: Unlocking Multilingual Knowledge in Mixture-of-Experts via Semantically Anchored Routing Alignment",
    author = "Dong, Tianyu  and
      Liu, Yangyang  and
      Zhou, Jiang  and
      Wu, Xinwei  and
      Zhao, Xiaohu  and
      Wang, Hao  and
      Liu, Heng  and
      Xu, Linlong  and
      Wang, Longyue  and
      Luo, Weihua  and
      Zhu, Shaolin  and
      Xiong, Deyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.136/",
    pages = "2830--2846",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-eliciting,
    title = "Eliciting Medical Reasoning with Knowledge-enhanced Data Synthesis: A Semi-Supervised Reinforcement Learning Approach",
    author = "Li, Haolin  and
      Jiang, Shuyang  and
      Zhang, Ruipeng  and
      Yao, Jiangchao  and
      Zhang, Ya  and
      Wang, Yanfeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.137/",
    pages = "2847--2870",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{luo-etal-2026-alphaqt,
    title = "{A}lpha{QT}-Bench: Diagnosing the Gap between Financial Code Generation and Quantitative Reasoning in {LLM}s",
    author = "Luo, Sichun  and
      Huang, Yi  and
      Meng, Shichang  and
      Liu, Fengyuan  and
      Li, Mukai  and
      Yao, Qinghua  and
      Hu, Zefa  and
      Feng, Junlan  and
      Liu, Qi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.138/",
    pages = "2871--2886",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{st-ahelin-etal-2026-fine,
    title = "Fine-tuning with Hierarchical Prompting for Robust Propaganda Classification Across Annotation Schemas",
    author = "St{\textbackslash}{''}ahelin, Lukas  and
      Solopova, Veronika  and
      Upravitelev, Max  and
      Kaplan, David  and
      Sahitaj, Premtim  and
      Sahitaj, Ariana  and
      Jakob, Charlott  and
      M{\textbackslash}{''}oller, Sebastian  and
      Schmitt, Vera",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.139/",
    pages = "2887--2902",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-comfyflow,
    title = "{C}omfy{F}low: Benchmarking {LLM}s for {AIGC} Workflow Generation",
    author = "Xu, Zhenran  and
      Wang, Yiyu  and
      li, Yunxin  and
      Ye, Muyang  and
      Yangxue  and
      Chen, Kai  and
      Wang, Longyue  and
      Luo, Weihua  and
      Hu, Baotian  and
      Zhang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.140/",
    pages = "2903--2916",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tasawong-etal-2026-sea,
    title = "{SEA}-Guard: Culturally Grounded Multilingual Safeguard for {S}outheast {A}sia",
    author = "Tasawong, Panuthep  and
      Ngui, Jian Gang  and
      Aji, Alham Fikri  and
      Cohn, Trevor  and
      Limkonchotiwat, Peerat",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.141/",
    pages = "2917--2941",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{baxi-etal-2026-prompt,
    title = "Prompt Injection in Automated R{\'e}sum{\'e} Screening with Large Language Models: Single and Multi-Injection Settings",
    author = "Baxi, Preet  and
      Xu, Jiannan  and
      Jiang, Jane Yi  and
      Jasin, Stefanus",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.142/",
    pages = "2942--2953",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-fusesearch,
    title = "{F}use{S}earch: Learning Adaptive Parallel Execution for Efficient Code Localization",
    author = "Xu, Ke  and
      Xiao, Siyang  and
      Liang, Ming  and
      Yu, Yichen  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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.143/",
    pages = "2954--2967",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xiao-etal-2026-revisiting,
    title = "Revisiting Self-Play Preference Optimization: On the Role of Prompt Difficulty",
    author = "Xiao, Yao  and
      Kim, Jung-jae  and
      Lee, Roy Ka-Wei  and
      Bing, Lidong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.144/",
    pages = "2968--2980",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hong-etal-2026-multi,
    title = "Multi-Agent Comedy Club: Investigating Community Discussion Effects on {LLM} Humor Generation",
    author = "Hong, Shiwei  and
      Li, Lingyao  and
      Rong, Ethan Z.  and
      Shen, Chenxinran  and
      Lu, Zhicong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.145/",
    pages = "2981--2998",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-comfyui,
    title = "{C}omfy{UI}-R1: Exploring Reasoning Models for Workflow Generation",
    author = "Xu, Zhenran  and
      Wang, Yiyu  and
      Yangxue  and
      Wang, Longyue  and
      Luo, Weihua  and
      Zhang, Kaifu  and
      Hu, Baotian  and
      Zhang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.146/",
    pages = "2999--3013",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{akavarapu-etal-2026-hard,
    title = "Hard to Be Heard: Phoneme-Level {ASR} Analysis of Phonologically Complex, Low-Resource Endangered Languages",
    author = "Akavarapu, V.S.D.S.Mahesh  and
      Daniel, Michael  and
      J{\textbackslash}{''}ager, Gerhard",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.147/",
    pages = "3014--3028",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-beyond-surface,
    title = "Beyond Surface-Level Pattern Trap: {LLM} Agents for Faster and Smarter Cross-Architecture Code Migration",
    author = "Li, Weijia  and
      Gao, KE  and
      Chen, Pengfei  and
      Li, Jiajie  and
      Wang, Xinyu  and
      Le, Yiran  and
      Wu, Yize  and
      Li, Ling",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.148/",
    pages = "3029--3042",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-paircoder,
    title = "{P}air{C}oder: Pair Programming-Inspired Two-Agent Collaboration for Code Generation",
    author = "Chen, Junhao  and
      Li, Xiang  and
      Xu, Yibin  and
      Cui, Yuehan  and
      Weng, Fangsheng  and
      Zhao, Hao  and
      Ma, Fei  and
      Tian, Qi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.149/",
    pages = "3043--3058",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-optiverse,
    title = "{O}pti{V}erse: A Comprehensive Benchmark towards Optimization Problem Solving",
    author = "Zhang, Xinyu  and
      Zhang, Boxuan  and
      Wan, Yuchen  and
      Zhang, Lingling  and
      Yao, YiXing  and
      Wei, Bifan  and
      Wu, Yaqiang  and
      Liu, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.150/",
    pages = "3059--3073",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhu-etal-2026-diagnosisarena,
    title = "{D}iagnosis{A}rena: Benchmarking Diagnostic Reasoning for Large Language Models",
    author = "Zhu, Yakun  and
      Huang, Zhongzhen  and
      Mu, Linjie  and
      Huang, Yutong  and
      Nie, Wei  and
      Liu, Jiaji  and
      Zhang, Shaoting  and
      Liu, Pengfei  and
      Zhang, Xiaofan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.151/",
    pages = "3074--3098",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-ama,
    title = "{AMA}: Adaptive Memory via Multi-Agent Collaboration",
    author = "Huang, Weiquan  and
      Wang, Zixuan  and
      Lin, Hehai  and
      Wang, Sudong  and
      Xu, Bo  and
      Li, Qian  and
      Zhu, Beier  and
      Yang, Linyi  and
      Qin, Chengwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.152/",
    pages = "3099--3120",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-wesr,
    title = "{WESR}: A Benchmark and Strong Baseline for Word-level Event-Speech Recognition",
    author = "Yang, Chenchen  and
      Huang, Kexin  and
      Fan, Liwei  and
      Tu, Qian  and
      Jiang, Botian  and
      Zhang, Dong  and
      Yin, Linqi  and
      Li, Shimin  and
      Fei, Zhaoye  and
      Cheng, Qinyuan  and
      Qiu, Xipeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.153/",
    pages = "3121--3134",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{luo-etal-2026-applicability,
    title = "Applicability Condition Extraction for Therapeutic Drug-Disease Relations",
    author = "Luo, Guanting  and
      Nishida, Noriki  and
      Matsumoto, Yuji  and
      Arase, Yuki",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.154/",
    pages = "3135--3148",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shen-etal-2026-acr,
    title = "{ACR}: Adaptive Context Refactoring via Context Refactoring Operators for Multi-Turn Dialogue",
    author = "Shen, Jiawei  and
      Zhu, Jia  and
      Guo, Hanghui  and
      Shi, Weijie  and
      Cui, Yue  and
      Niu, Qingyu  and
      Ma, Guoqing  and
      Liu, Jingjiang  and
      Liang, Yidan  and
      Wang, Yilin  and
      Di, Shimin  and
      Xu, Jiajie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.155/",
    pages = "3149--3167",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liaokunpeng-etal-2026-algogen,
    title = "{ALGOGEN}: Tool-Generated Verifiable Traces for Reliable Algorithm Visualization",
    author = "Liaokunpeng  and
      Ma, Yuexiao  and
      Lin, Yisheng  and
      Zeng, Hualin  and
      Zheng, Xiawu  and
      Ji, Rongrong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.156/",
    pages = "3168--3189",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liang-etal-2026-pivotattack,
    title = "{P}ivot{A}ttack: Rethinking the Search Trajectory in Hard-Label Text Attacks via Pivot Words",
    author = "Liang, Yuzhi  and
      Xiao, Shiliang  and
      Wei, Jingsong  and
      Lin, Qiliang  and
      Li, Xia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.157/",
    pages = "3190--3207",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{juan-etal-2026-mimic,
    title = "{M}i{MIC}: Mitigating Visual Modality Collapse in Universal Multimodal Retrieval While Avoiding Semantic Misalignment",
    author = "Juan, Li  and
      Ding, Chuanghao  and
      Zhang, Xujie  and
      Nguyen, Cam-Tu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.158/",
    pages = "3208--3220",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-towards-proactive,
    title = "Towards Proactive Personalization through Profile Customization for Individual Users in Dialogues",
    author = "Zhang, Xiaotian  and
      Wang, Yuan  and
      Chen, Ruizhe  and
      Wang, Zeya  and
      Hou, Runchen  and
      Liu, Zuozhu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.159/",
    pages = "3221--3240",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hao-etal-2026-beyond,
    title = "Beyond Stochastic Exploration: What Makes Training Data Valuable for Agentic Search",
    author = "Hao, Chuzhan  and
      Feng, Wenfeng  and
      Jiang, Guochao  and
      Quan, Guofeng  and
      Liu, Guohua  and
      Zhang, Yuewei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.160/",
    pages = "3241--3255",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-llms-hear,
    title = "Can {LLM}s Hear the Dogwhistle?",
    author = "Liu, Yifan  and
      Lin, Yi  and
      Guo, Xinwei  and
      Wang, Ziwei  and
      Zhang, Jiaxin  and
      Chen, Guanhua  and
      Wu, Haiyan  and
      Zhao, Xiangyu  and
      Yao, Xin  and
      Wei, Xuetao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.161/",
    pages = "3256--3273",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-hiprune,
    title = "{H}i{P}rune: Hierarchical Attention for Efficient Token Pruning in Vision-Language Models",
    author = "Liu, Jizhihui  and
      Zhu, Guangdao  and
      Du, Feiyi  and
      Lian, Niu  and
      Li, Jun  and
      Chen, Bin  and
      Guan, Weili  and
      Wang, Yaowei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.162/",
    pages = "3274--3291",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-mithinker,
    title = "{MIT}hinker: A Plug-and-Play Policy-Optimized Thinker For Motivational Interviewing Counseling",
    author = "Yang, Yizhe  and
      Achananuparp, Palakorn  and
      Huang, Heyan  and
      Jiang, Jing  and
      Lim, Ee-Peng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.163/",
    pages = "3292--3328",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-art,
    title = "The Art of (Mis)alignment: How Fine-Tuning Methods Effectively Misalign and Realign {LLM}s in Post-Training",
    author = "Zhang, Rui  and
      Li, Hongwei  and
      Shen, Yun  and
      Shen, Xinyue  and
      Jiang, Wenbo  and
      Xu, Guowen  and
      Liu, Yang  and
      Backes, Michael  and
      Zhang, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.164/",
    pages = "3329--3354",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-adapt,
    title = "{AD}a{PT}: Token-Level Decoupling for Efficient Large Reasoning Models",
    author = "li, Tingyun  and
      Jiang, Zishang  and
      Han, Jinyi  and
      Wang, Xinyi  and
      Jiang, Sihang  and
      Xia, Han  and
      Dai, Zhaoqian  and
      Shuguang, Ma  and
      Yu, Fei  and
      Liang, Jiaqing  and
      Xiao, Yanghua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.165/",
    pages = "3355--3369",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jung-etal-2026-talk,
    title = "Talk to Your Slides: High-Efficiency Slide Editing via Language-Driven Structured Data Manipulation",
    author = "Jung, Kyudan  and
      Cho, Hojun  and
      Yun, Jooyeol  and
      Yang, Soyoung  and
      Jang, Jaehyeok  and
      Choo, Jaegul",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.166/",
    pages = "3370--3399",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gottal-matthes-2026-verifiable,
    title = "Verifiable Parameterization of {B}ayesian Networks from Scientific Literature: Unlocking Unstructured Empirical Evidence",
    author = "Gottal, Jonas  and
      Matthes, Florian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.167/",
    pages = "3400--3414",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lee-etal-2026-prime,
    title = "{PRIME}: Ultra-Low-Rank Principal{--}Residual Model Merging",
    author = "Lee, Seung-Ho  and
      Lee, Kyungsu  and
      Zuchi, Bazarvaani  and
      Ahn, Jeongmin  and
      Seo, Insuk  and
      Jeon, Donghyeon  and
      Kang, Inho  and
      Na, Seung-Hoon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.168/",
    pages = "3415--3436",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-dont,
    title = "Don{'}t Tell the Answer, Truly Guide the Reasoning During {RL} Rollouts",
    author = "Wang, Xinyi  and
      Han, Jinyi  and
      Jiang, Zishang  and
      li, Tingyun  and
      Liang, Jiaqing  and
      Jiang, Sihang  and
      Dai, Zhaoqian  and
      Shuguang, Ma  and
      Yu, Fei  and
      Xiao, Yanghua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.169/",
    pages = "3437--3455",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-mask,
    title = "Mask Tokens as Prophet: Fine-Grained Cache Eviction for Efficient d{LLM} Inference",
    author = "Huang, Jianuo  and
      Zhang, Yaojie  and
      Yang, Yicun  and
      Huang, Benhao  and
      Zhang, Linfeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.170/",
    pages = "3456--3479",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{do-etal-2026-space,
    title = "{SP}a{C}e: Unlocking Sample-Efficient Large Language Models Training With Self-Pace Curriculum Learning",
    author = "Do, Van Dai  and
      Nguyen, Manh  and
      Venkatesh, Svetha  and
      Le, Hung",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.171/",
    pages = "3480--3507",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{she-etal-2026-crossroads,
    title = "Crossroads of Optimization under Uncertainty: How to Choose the Optimal Model",
    author = "She, Chengxi  and
      Chen, Zhiqiang  and
      Lu, Xingyu  and
      Chen, Caihua  and
      Zhao, Piaoyang  and
      Wang, Xuedong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.172/",
    pages = "3508--3539",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chang-etal-2026-know,
    title = "Know Thy Enemy: Securing {LLM}s Against Prompt Injection via Diverse Data Synthesis and Instruction-Level Chain-of-Thought Learning",
    author = "Chang, Zhiyuan  and
      Li, Mingyang  and
      Huang, Yuekai  and
      Jiang, Ziyou  and
      Jia, Xiaojun  and
      Xiong, Qian  and
      Wang, Junjie  and
      Li, Zhaoyang  and
      Wang, Qing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.173/",
    pages = "3540--3561",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-modularmoe,
    title = "{M}odular{M}o{E}: Fast {LLM} Customization with Parameter-Sharing Mixture-of-Experts for Low-Resource Settings",
    author = "Liu, Jiaxing  and
      Qi, Qi  and
      Sun, Haifeng  and
      Li, Dunjun  and
      Zhuang, Zirui  and
      He, Bo  and
      Yang, Xiang  and
      Liu, Cong  and
      Liao, Jianxin  and
      Wang, Jingyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.174/",
    pages = "3562--3575",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-etal-2026-ucgrec,
    title = "{UCGR}ec: User-Centric Graph Learning for {LLM}-based Sequential Recommendation",
    author = "Kim, HanBeul  and
      Na, CheolWon  and
      Bae, Suyoung  and
      Choi, YunSeok  and
      Lee, Jee-Hyong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.175/",
    pages = "3576--3591",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-heterorag,
    title = "{H}etero{RAG}: A Heterogeneous Retrieval-Augmented Generation Framework for Medical Vision Language Tasks",
    author = "Chen, Zhe  and
      Liao, Yusheng  and
      Zhu, Zhiyuan  and
      Li, Haolin  and
      Liu, Hongcheng  and
      Wang, Yanfeng  and
      Wang, Yu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.176/",
    pages = "3592--3613",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tian-etal-2026-subgraph,
    title = "Subgraph-Guided Executable Logical Form Generation for Knowledge Base Question Answering",
    author = "Tian, Yuhang  and
      Song, Dandan  and
      Wu, Zhijing  and
      Zhou, Changzhi  and
      Yang, Jun  and
      Ma, Huipeng  and
      Li, Chenhao  and
      Zhang, Luan  and
      Li, Yading  and
      Li, Xudong  and
      Liu, Shenxi  and
      Jiang, Jing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.177/",
    pages = "3614--3635",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{aubert-b-educhaud-etal-2026-towards,
    title = "Towards Reliable Paper Contributions Annotation in the {ACL} Rolling Review",
    author = "Aubert-B{\textbackslash}'educhaud, Julien  and
      Boudin, Florian  and
      Aizawa, Akiko  and
      Daille, Beatrice  and
      Dufour, Richard",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.178/",
    pages = "3636--3653",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-emami-2026-memory,
    title = "Memory Dial: A Training Framework for Controllable Memorization in Language Models",
    author = "Zhang, Xiangbo  and
      Emami, Ali",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.179/",
    pages = "3654--3673",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{dai-etal-2026-sead,
    title = "{SEAD}: Self-Evolving Agent for Multi-Turn Service Dialogue",
    author = "Dai, Yuqin  and
      Gao, Ning  and
      Zhang, Wei  and
      Wang, Jie  and
      Luozichen  and
      Wu, Ruiyuan  and
      Wang, Jinpeng  and
      Wang, Chaozheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.180/",
    pages = "3674--3684",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-datascibench,
    title = "{D}ata{S}ci{B}ench: An {LLM} Agent Benchmark for Data Science",
    author = "Zhang, Dan  and
      Zhoubian, Sining  and
      Cai, Min  and
      Li, Fengzu  and
      Yang, Lekang  and
      Wang, Wei  and
      Dong, Tianjiao  and
      Hu, Ziniu  and
      Tang, Jie  and
      Yue, Yisong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.181/",
    pages = "3685--3728",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{feng-etal-2026-pvpo,
    title = "{PVPO}: Pre-Estimated Value-Based Policy Optimization for Agentic Reasoning",
    author = "Feng, Wenfeng  and
      Zhao, Penghong  and
      Jiang, Guochao  and
      Hao, Chuzhan  and
      Liu, Guohua  and
      Zhang, Yuewei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.182/",
    pages = "3729--3748",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tao-etal-2026-momoka,
    title = "Momoka-{RAG}: {MCTS}-Organized Mapping of Knowledge Associations for Long-Document Retrieval Augmented Generation",
    author = "Tao, Wenyu  and
      Xing, Xiaofen  and
      Li, Zeliang  and
      Xu, Xiangmin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.183/",
    pages = "3749--3773",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chai-etal-2026-a3,
    title = "A3: Android Agent Arena for Mobile {GUI} Agents with Essential-State Procedural Evaluation",
    author = "Chai, Yuxiang  and
      Tang, Shunye  and
      Xiao, Han  and
      Lin, Weifeng  and
      Li, Hanhao  and
      Zhang, Jiayu  and
      Liu, Liang  and
      Zhao, Pengxiang  and
      Liu, Guangyi  and
      Wang, Guozhi  and
      Ren, Shuai  and
      Han, Rongduo  and
      Zhang, Haining  and
      Huang, Siyuan  and
      Li, Hongsheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.184/",
    pages = "3774--3789",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liao-etal-2026-intrinsic,
    title = "Intrinsic Mutual Information as a Modulator for Preference Optimization",
    author = "Liao, Peng  and
      Zheng, Peijia  and
      Li, Lingbo  and
      Liang, Shangsong  and
      Chen, Lin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.185/",
    pages = "3790--3808",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-evgeoqa,
    title = "{EVG}eo{QA}: Benchmarking {LLM}s on Dynamic, Multi-Objective Geo-Spatial Exploration",
    author = "Wu, Jianfei  and
      Wang, Zhichun  and
      Wang, Zhensheng  and
      He, Zhiyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.186/",
    pages = "3809--3821",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-finmragbench,
    title = "{F}in{MRAGB}ench: A Realistic and Complex Benchmark for Multi-Modal {RAG} in Financial Document Analysis",
    author = "Yang, Shouqing  and
      Zhang, Qi  and
      Yang, Yuhang  and
      Xu, Ruikang  and
      Hou, Yuwei  and
      Jia, Zhulin  and
      Gao, Lirong  and
      Wang, Haobo  and
      Chen, Jinglei  and
      Wang, Jiexiang  and
      Guo, Sheng  and
      Zheng, Bo  and
      Chen, Gang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.187/",
    pages = "3822--3867",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cheng-etal-2026-apeiron,
    title = "Apeiron: A Scalable {LLM}-agentic Framework for Autonomous Full-lifecycle Demand-optimized Application Synthesis",
    author = "Cheng, Junyan  and
      Srivastava, Ankit  and
      Zeng, Jessie  and
      Drinic, Milenko  and
      Stokes, Jack W.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.188/",
    pages = "3868--3899",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yu-etal-2026-eval,
    title = "Eval-{RAR}: Evaluation-Driven Retrieval-Augmented Reasoning via Reinforcement Learning",
    author = "Yu, Heng  and
      Li, Rui  and
      Liu, Qi  and
      Feng, Wenjun  and
      Kang, Junfeng  and
      Zhan, Yi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.189/",
    pages = "3900--3912",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{rakhsha-etal-2026-lumina,
    title = "{LUMINA}: Long-horizon Understanding for Multi-turn Interactive Agents",
    author = "Rakhsha, Amin  and
      Hehn, Thomas  and
      Mazzaglia, Pietro  and
      Massoli, Fabio Valerio  and
      Behboodi, Arash  and
      Orekondy, Tribhuvanesh",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.190/",
    pages = "3913--3926",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-travel,
    title = "Travel on the {ICD} Tree: Benchmarking Agentic Reasoning for {ICD} Coding from {C}hinese Electronic Medical Records",
    author = "Xu, Xinjie  and
      Fan, Yongqi  and
      Chen, Shuang-shuang  and
      Ye, Qi  and
      Guo, Weibin  and
      Hu, Xinxuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.191/",
    pages = "3927--3943",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tian-etal-2026-rit,
    title = "{R}i{T}: Rubrics-in-Thinking Reinforcement Learning for Improved Reasoning in Large Language Models",
    author = "Tian, Xiaobin  and
      Yuan, Shuai  and
      Ding, Muyun  and
      Chen, Haonan  and
      Jiang, Xiaoxi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.192/",
    pages = "3944--3957",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{bui-etal-2026-statements,
    title = "From If-Statements to {ML} Pipelines: Revisiting Bias in Code-Generation",
    author = "Bui, Minh Duc  and
      Heilmann, Xenia  and
      Cerrato, Mattia  and
      Mager, Manuel  and
      Von Der Wense, Katharina",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.193/",
    pages = "3958--3972",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tasawong-etal-2026-sea-safeguardbench,
    title = "{SEA}-{S}afeguard{B}ench: Culturally Grounded Safety Benchmark for {S}outheast {A}sian Languages",
    author = "Tasawong, Panuthep  and
      Ngui, Jian Gang  and
      Aji, Alham Fikri  and
      Cohn, Trevor  and
      Limkonchotiwat, Peerat",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.194/",
    pages = "3973--4003",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-cocogec,
    title = "{COCOGEC}: Counterfactual Generation for Robust Grammatical Error Correction",
    author = "Wang, Qianyu  and
      Wang, Xiaoman  and
      Liang, Yuanyuan  and
      Li, Xinyuan  and
      Lan, Yunshi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.195/",
    pages = "4004--4019",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jiang-etal-2026-drp,
    title = "{DRP}: Distilled Reasoning Pruning with Mathematical Skill-aware Step Decomposition for Efficient Large Reasoning Models",
    author = "Jiang, Yuxuan  and
      Li, Dawei  and
      Ferraro, Francis",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.196/",
    pages = "4020--4039",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xie-etal-2026-bridging,
    title = "Bridging the Pose-Semantic Gap: A Cascade Framework for Text-Based Person Anomaly Search",
    author = "Xie, Zequn  and
      Luo, Guijin  and
      Wang, Chuxin  and
      Cai, Sihang  and
      Jin, Tao  and
      Zhao, Zhou  and
      Tang, Yixuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.197/",
    pages = "4040--4049",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-templaterl,
    title = "{T}emplate{RL}: Structured Template-Guided Reinforcement Learning for {LLM} Reasoning",
    author = "Wu, Jinyang  and
      Liao, Chonghua  and
      Feng, Mingkuan  and
      Zhang, Shuai  and
      Wen, Zhengqi  and
      Luo, Haoran  and
      Yang, Ling  and
      Xu, Huazhe  and
      Tao, Jianhua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.198/",
    pages = "4050--4080",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-dual,
    title = "Dual-Reasoner: Bridging Interleaved Atomicity and Streaming Latency via Thinking-while-Talking",
    author = "Li, Yangzhuo  and
      Ji, Shengpeng  and
      Chen, Yifu  and
      Liang, Tianle  and
      Yang, Haoyu  and
      Junboli  and
      Fang, Jun  and
      Li, Lin  and
      Hong, Qingyang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.199/",
    pages = "4081--4105",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-2026-fbs,
    title = "{FBS}: Modeling Native Parallel Reading inside a Transformer",
    author = "Wang, Tongxi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.200/",
    pages = "4106--4137",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-hqekv,
    title = "{H}qe{KV}: Towards Hybrid Quantization and Eviction for {KV} Cache in Long-Context {LLM} Inference",
    author = "Wang, He  and
      Gu, Yu  and
      Li, Fangfang  and
      Wang, Zhigang  and
      Liu, Zhenghao  and
      Wang, Ning  and
      Li, Xiaohua  and
      Yu, Ge",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.201/",
    pages = "4138--4153",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sun-etal-2026-task,
    title = "Task Matters: Knowledge Requirements Shape {LLM} Responses to Context{--}Memory Conflict",
    author = "Sun, Kaiser  and
      Bai, Fan  and
      Dredze, Mark",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.202/",
    pages = "4154--4176",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ivetta-etal-2026-adaptive,
    title = "Adaptive Data Collection for {L}atin-{A}merican Community-sourced Evaluation of Stereotypes ({LACES})",
    author = "Ivetta, Guido  and
      Palombini, Pietro  and
      Martinelli, Sof{\{}{\textbackslash}'{\textbackslash}i{\}}a  and
      Gomez, Marcos J  and
      Echeveste, M Emilia  and
      Dev, Sunipa  and
      Prabhakaran, Vinodkumar  and
      Benotti, Luciana",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.203/",
    pages = "4177--4190",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-mr,
    title = "{MR}-{ALIGN}: Meta-Reasoning Informed Factuality Alignment for Large Reasoning Models",
    author = "Wang, Xinming  and
      Xu, Jian  and
      Yu, Bin  and
      Lian, Sheng  and
      Chen, yi  and
      Wang, Boran  and
      Zhu, Yingjian  and
      Yi, Hongzhu  and
      Yang, Hong-Ming  and
      Hu, Han  and
      Liu, Cheng-Lin  and
      Zhang, Xu-Yao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.204/",
    pages = "4191--4214",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-chameleons,
    title = "Chameleons and Guardians: Unveiling the Divergence in Personality Plasticity and Cognitive Resistance across {LLM}s",
    author = "Wu, Jiaxin  and
      Zhao, Jie  and
      Huangxinrong  and
      Zhang, Cuihong  and
      Wu, Xiuzhu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.205/",
    pages = "4215--4238",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-entropy,
    title = "Entropy Scheduling in Reinforcement Learning for Large Language Models",
    author = "Wang, Xingjin  and
      Tissue, Howe  and
      Wang, Lu  and
      Li, Linjing  and
      Zeng, Daniel Dajun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.206/",
    pages = "4239--4251",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sun-etal-2026-topodim,
    title = "{T}opo{DIM}: One-shot Topology Generation of Diverse Interaction Modes for Multi-Agent Systems",
    author = "Sun, Rui  and
      Ding, Jie  and
      Gong, Chenghua  and
      Gu, Tianjun  and
      Jiang, Yihang  and
      Zhang, Juyuan  and
      Pan, Liming  and
      L{\textbackslash}{''}u, Linyuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.207/",
    pages = "4252--4269",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ma-etal-2026-ava,
    title = "{AVA}: Attentive {VLM} Agent for Mastering {S}tar{C}raft {II}",
    author = "Ma, Weiyu  and
      Fu, Yuqian  and
      Zhang, Zecheng  and
      Ghanem, Bernard  and
      Li, Guohao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.208/",
    pages = "4270--4290",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-structure,
    title = "Structure-Aware Quantized Retrieval for Long-Document Question Answering",
    author = "Huang, Hui  and
      Velcin, Julien  and
      Kessaci, Yacine",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.209/",
    pages = "4291--4304",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-grpo,
    title = "{GRPO}-{CARE}: Consistency-Aware Reinforcement Learning for Multimodal Reasoning",
    author = "Chen, Yi  and
      Ge, Yuying  and
      Wang, Rui  and
      Ge, Yixiao  and
      Cheng, Junhao  and
      Shan, Ying  and
      Liu, Xihui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.210/",
    pages = "4305--4320",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xing-etal-2026-silencing,
    title = "Silencing the Guardrails: Inference-Time Jailbreaking via Dynamic Contextual Representation Ablation",
    author = "Xing, Wenpeng  and
      Fang, Moran  and
      Wang, Guangtai  and
      Lin, Changting  and
      Han, Meng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.211/",
    pages = "4321--4334",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-diffusion,
    title = "Diffusion with Truncated Blocks: Fast and High-Quality Text Generation using Truncated Block Generation",
    author = "Zhou, Yuyan  and
      Chen, Weiyu  and
      Kwok, James",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.212/",
    pages = "4335--4348",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tolstykh-etal-2026-gigacheck,
    title = "{G}iga{C}heck: Detecting {LLM}-generated Content via Object-Centric Span Localization",
    author = "Tolstykh, Irina  and
      Tsybina, Aleksandra  and
      Yakubson, Sergey  and
      Gordeev, Aleksandr  and
      Dokholyan, Vladimir  and
      Kuprashevich, Maksim",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.213/",
    pages = "4349--4364",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-2026-chain,
    title = "Chain-in-Tree: Back to Sequential Reasoning in {LLM} Tree Search",
    author = "Li, Xinzhe",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.214/",
    pages = "4365--4392",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{diao-etal-2026-addressing,
    title = "Addressing Overthinking in Large Vision-Language Models via Gated Perception-Reasoning Optimization",
    author = "Diao, Xingjian  and
      Liu, Zheyuan  and
      Zhang, Chunhui  and
      Wu, Weiyi  and
      Kong, Keyi  and
      Shi, Lin  and
      Ding, Kaize  and
      Vosoughi, Soroush  and
      Gui, Jiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.215/",
    pages = "4393--4410",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{qian-etal-2026-csmcir,
    title = "{CSMCIR}: {C}o{T}-Enhanced Symmetric Alignment with Memory Bank for Composed Image Retrieval",
    author = "Qian, Zhipeng  and
      Liang, Zihan  and
      Ma, Yufei  and
      Chen, Ben  and
      Dai, Huangyu  and
      Ma, Yiwei  and
      Ji, Jiayi  and
      Lei, Chenyi  and
      Li, Han  and
      Sun, Xiaoshuai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.216/",
    pages = "4411--4424",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yin-etal-2026-repodistill,
    title = "{R}epo{D}istill: Distilling Repository Knowledge through Compression-Aware Budget Allocation and Policy Optimization",
    author = "Yin, Xin  and
      Ding, Zixiang  and
      Zhang, Yiang  and
      Wang, Qiang  and
      Wang, Rui  and
      Ni, Chao  and
      Cui, Zhe",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.217/",
    pages = "4425--4443",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{leong-etal-2026-finding,
    title = "Finding {RELIEF}: Shaping Reasoning Behavior without Reasoning Supervision via Belief Engineering",
    author = "Leong, Chak Tou  and
      Chen, Dingwei  and
      Xia, Heming  and
      Yin, Qingyu  and
      Lee, Sunbowen  and
      Wang, Jian  and
      Li, Wenjie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.218/",
    pages = "4444--4467",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhu-etal-2026-bridging,
    title = "Bridging {SFT} and {RL}: Dynamic Policy Optimization for Robust Reasoning",
    author = "Zhu, Taojie  and
      Xu, Dongyang  and
      Zou, Ding  and
      Zhao, Sen  and
      Hao, Qiaobo  and
      Yang, Zhiguo  and
      He, Yonghong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.219/",
    pages = "4468--4484",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{feng-etal-2026-frontcoder,
    title = "{F}ront{C}oder: Scaling Visual Fidelity in Front-End Code Generation",
    author = "Feng, Jun  and
      Yang, Jian  and
      Zhang, Wei  and
      Wang, Jing  and
      Chen, Keyi  and
      Yang, Xiaokun  and
      Gu, Weicheng  and
      Lou, Yihang  and
      Bai, Yan  and
      Liu, Xianglong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.220/",
    pages = "4485--4505",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{attri-attri-2026-bridging,
    title = "Bridging Cognition and Affect: Emotion-Aware Opinion Summarization using {LLM}s",
    author = "Attri, Arnav  and
      Attri, Anuj",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.221/",
    pages = "4506--4565",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{pranav-etal-2026-double,
    title = "The Double Bind: Revisiting Preprinting and Peer Review Two Years After the Removal of the {ACL} Anonymity Period",
    author = "Pranav, A  and
      Storks, Shane  and
      Lauscher, Anne",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.222/",
    pages = "4566--4584",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hu-etal-2026-tinyalign,
    title = "{T}iny{A}lign: Boosting Lightweight Vision-Language Models by Mitigating Modal Alignment Bottlenecks",
    author = "Hu, Yuanze  and
      Wang, Xinyu  and
      Yang, Zhichao  and
      Li, Gen  and
      Qiu, Ye  and
      Fan, Zhaoxin  and
      Sun, Yifan  and
      wu, Wenjun  and
      Dong, Jin  and
      Deng, Xiaotie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.223/",
    pages = "4585--4597",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{renduchintala-bhatia-2026-heterogeneity,
    title = "Heterogeneity in Formal Linguistic Competence of Language Models: Is Data the Real Bottleneck?",
    author = "Renduchintala, H S V N S Kowndinya  and
      Bhatia, Sumit",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.224/",
    pages = "4598--4608",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{leonardelli-etal-2026-real,
    title = "Real Men are Tough: Evaluating Gender Bias and Sensitivity to Masculinity Norms in {LLM}s",
    author = "Leonardelli, Elisa  and
      Casula, Camilla  and
      Nyul, Boglarka  and
      Tonelli, Sara",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.225/",
    pages = "4609--4626",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ye-etal-2026-riser,
    title = "{RISER}: Orchestrating Latent Reasoning Skills for Adaptive Activation Steering",
    author = "Ye, Wencheng  and
      Yuan, Xiaoyang  and
      Bin, Yi  and
      Jin, Hengyu  and
      Peng, Liang  and
      Zeng, Pengpeng  and
      Shen, Heng Tao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.226/",
    pages = "4627--4644",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{fu-zhang-2026-recot,
    title = "{R}e{C}o{T}-{NER}: Enhancing Zero-Shot Named Entity Recognition through Chain-of-Thought Prompting and Recall-Oriented Loss Optimization",
    author = "Fu, Dabin  and
      Zhang, Fanghong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.227/",
    pages = "4645--4656",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-syncthink,
    title = "{S}ync{T}hink: A Training-Free Strategy to Align Inference Termination with Reasoning Saturation",
    author = "Li, Gengyang  and
      Cai, Wang  and
      Gao, Yifeng  and
      Wu, Yunfang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.228/",
    pages = "4657--4672",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-reason,
    title = "Reason in Chains, Learn in Trees: Self-Rectification and Grafting for Multi-turn Agent Policy Optimization",
    author = "Li, Yu  and
      Tang, Sizhe  and
      Lan, Tian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.229/",
    pages = "4673--4686",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hou-etal-2026-flashmem,
    title = "{F}lash{M}em: Distilling Intrinsic Latent Memory via Computation Reuse",
    author = "Hou, Yubo  and
      Chen, Zhisheng  and
      Wan, Tao  and
      Qin, Zengchang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.230/",
    pages = "4687--4705",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-queueedit,
    title = "{Q}ueue{EDIT}: Structural Self-Correction for Sequential Model Editing in {LLM}s",
    author = "Zhang, Taolin  and
      Kang, Haidong  and
      Li, Dongyang  and
      Chen, Qizhou  and
      He, Xiaofeng  and
      Wang, Chengyu  and
      Hong, Richang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.231/",
    pages = "4706--4719",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-cagenmol,
    title = "{CAG}en{M}ol: Condition-Aware Diffusion Language Model for Goal-Directed Molecular Generation",
    author = "Li, Yanting  and
      Jiang, Zhuoyang  and
      Dai, Enyan  and
      Wang, Lei  and
      Ye, Wen-Cai  and
      Liu, Li",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.232/",
    pages = "4720--4738",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lin-etal-2026-mac,
    title = "{MAC}-Reasoner: A Multi-Agent Collaborative Framework for Enhancing Logical Reasoning in Large Language Models",
    author = "Lin, Yehua  and
      Zheng, Liping  and
      Chen, Yin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.233/",
    pages = "4739--4762",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{mousi-etal-2026-correct,
    title = "Once Correct, Still Wrong: Counterfactual Hallucination in Multilingual Vision-Language Models",
    author = "Mousi, Basel  and
      Dalvi, Fahim  and
      Chowdhury, Shammur Absar  and
      Alam, Firoj  and
      Durrani, Nadir",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.234/",
    pages = "4763--4788",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-diffa,
    title = "{DIFFA}-2: A Practical Diffusion Large Language Model for General Audio Understanding",
    author = "Zhou, Jiaming  and
      Cheng, Xuxin  and
      Zhao, Shiwan  and
      Jia, Yuhang  and
      Liu, Cao  and
      Zeng, Ke  and
      Cai, Xunliang  and
      Qin, Yong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.235/",
    pages = "4789--4805",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{williams-etal-2026-beyond,
    title = "Beyond Marginal Distributions: A Framework to Evaluate the Representativeness of Demographic-Aligned {LLM}s",
    author = "Williams, Tristan  and
      Weeber, Franziska  and
      Pad{\textbackslash}'o, Sebastian  and
      Akbik, Alan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.236/",
    pages = "4806--4826",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-cores,
    title = "{CORES}: Code-Oriented Reasoning for Complex Text-to-{SQL} and Generalizable {T}able{QA}",
    author = "Zhang, Meng  and
      Jin, Ruochun  and
      Peng, Yuanxi  and
      Yang, Wenjing  and
      Wang, Haotian  and
      Sun, Liting  and
      Hu, Kun  and
      Yang, Silin  and
      Ke-di, Zhang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.237/",
    pages = "4827--4847",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-guess,
    title = "Do Not Guess, Verify: Logic-Guided Adaptive Reasoning for Multimodal Misinformation Detection",
    author = "Huang, Kun  and
      Qiu, Rui  and
      Li, Xiaoming  and
      Uddin, Salah",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.238/",
    pages = "4848--4861",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jin-tan-2026-hi,
    title = "Hi-{ZFO}: Hierarchical Zeroth- and First-Order {LLM} Fine-Tuning via Importance-Guided Tensor Selection",
    author = "Jin, Feihu  and
      Tan, Ying",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.239/",
    pages = "4862--4876",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xing-etal-2026-mcp,
    title = "{MCP}-Guard: A Multi-Stage Defense-in-Depth Framework for Securing Model Context Protocol in Agentic {AI}",
    author = "Xing, Wenpeng  and
      Qi, Zhonghao  and
      Qin, Yupeng  and
      Li, Yilin  and
      Chang, Caini  and
      Yu, Jiahui  and
      Lin, Changting  and
      Xie, Zhenzhen  and
      Han, Meng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.240/",
    pages = "4877--4889",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{du-etal-2026-half,
    title = "Half-{S}: Halving the Scale for Near-Lossless 4-Bit {LLM} Training",
    author = "Du, Jinyang  and
      Gong, Ruihao  and
      Ai, Linghan  and
      Wang, Zining  and
      Peng, Yunke  and
      Wang, Yao  and
      Yan, Lei  and
      Wxuefei  and
      Wang, Yaoyuan  and
      Guo, Jinyang  and
      Lin, Dahua  and
      Liu, Xianglong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.241/",
    pages = "4890--4903",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{z-ufle-etal-2026-f,
    title = "{F}-Actor: Controllable Conversational Behavior in Full-Duplex Models",
    author = "Z{\textbackslash}{''}ufle, Maike  and
      Klejch, Ondrej  and
      Sanders, Nicholas  and
      Niehues, Jan  and
      Birch, Alexandra  and
      Lam, Tsz Kin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.242/",
    pages = "4904--4921",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-apex,
    title = "{APEX}: Learning Adaptive Priorities for Multi-Objective Alignment in Vision-Language Generation",
    author = "Chen, Dongliang  and
      Zhuang, Xinlin  and
      Xu, Junjie  and
      Xie, Luojian  and
      Wang, Zehui  and
      Zhuang, Jiaxi  and
      Yang, Haolin  and
      Dou, Liang  and
      He, Xiao  and
      Wu, Xingjiao  and
      Qian, Ying",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.243/",
    pages = "4922--4939",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{pan-etal-2026-dart,
    title = "{DART}: Mitigating Harm Drift in Difference-Aware {LLM}s via Distill-Audit-Repair Training",
    author = "Pan, Ziwen  and
      Liang, Zihan  and
      Kabbara, Jad  and
      Emami, Ali",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.244/",
    pages = "4940--4980",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-experience,
    title = "Experience-Driven Reflective Co-Evolution of Prompts and Heuristics for Autonomous Algorithm Design",
    author = "Liu, Yihong  and
      Li, Junyi  and
      Lu, Hongyu  and
      Zhao, Xin  and
      Wen, Ji-Rong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.245/",
    pages = "4981--4995",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{schuhmacher-etal-2026-information,
    title = "Information Representation Fairness in Long-Document Embeddings: The Peculiar Interaction of Positional and Language Bias",
    author = "Schuhmacher, Elias  and
      Michail, Andrianos  and
      Opitz, Juri  and
      Sennrich, Rico  and
      Clematide, Simon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.246/",
    pages = "4996--5028",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{park-etal-2026-ra,
    title = "{RA}-{RRG}: Multimodal Retrieval-Augmented Radiology Report Generation with Key Phrase Extraction",
    author = "Park, Jonggwon  and
      Yoon, Byungmu  and
      Kim, Soobum  and
      Choi, Kyoyun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.247/",
    pages = "5029--5048",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-context,
    title = "Context-Value-Action Architecture for Value-Driven Large Language Model Agents",
    author = "Zhang, TianZe  and
      Sun, Sirui  and
      Xie, Yuhang  and
      Zhang, Xin  and
      Wu, Zhiqiang  and
      Song, Guojie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.248/",
    pages = "5049--5073",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-uncovering,
    title = "Uncovering Strategic Egoism Behaviors in Large Language Models",
    author = "Zhang, Yaoyuan  and
      Ying, Zonghao  and
      Liu, Aishan  and
      Yang, Jian  and
      Li, Tianlin  and
      Yang, Yaodong  and
      Liu, Xianglong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.249/",
    pages = "5074--5087",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lan-etal-2026-ema,
    title = "{EMA}: An Episodic Memory Agent for Efficient and Selective Memory",
    author = "Lan, Hongyi  and
      Song, Jiaqi  and
      Zhong, Zhengjia  and
      Li, Hui  and
      Liu, Hong  and
      Lin, Xianming  and
      Ji, Rongrong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.250/",
    pages = "5088--5102",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-childtalk,
    title = "{C}hild{T}alk: A Multi-Dialect {C}hinese Child Speech Corpus with Full-Length Child{--}Caregiver Conversations for Speech Recognition",
    author = "Zhou, Jiaming  and
      Guo, Yujie  and
      Zhao, Shiwan  and
      Lu, Yao  and
      Wang, Jianye  and
      Sun, Haoqin  and
      Wang, Hui  and
      Qin, Yong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.251/",
    pages = "5103--5116",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-srdetection,
    title = "{S}r{D}etection: A Self-Referential Framework for Data Leakage Detection in Code Large Language Models",
    author = "Li, Shuaimin  and
      Fan, Liyang  and
      li, Zeyang  and
      Wan, Zhuoyue  and
      Lin, Yufang  and
      Ni, Shiwen  and
      Fang, Feiteng  and
      Alinejad-Rokny, Hamid  and
      Song, Yuanfeng  and
      Jing, Kun  and
      Zhang, Chen Jason  and
      Yang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.252/",
    pages = "5117--5129",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zerui-etal-2026-memo,
    title = "Memo-{SQL}: Structured Decomposition and Experience-Driven Self-Correction for Training-Free {NL}2{SQL}",
    author = "Zerui, Yang  and
      Wang, Weichuan  and
      Xu, Yanwei  and
      Song, Linqi  and
      Matsuda, Yudai  and
      Han, Wei  and
      Bai, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.253/",
    pages = "5130--5148",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-always,
    title = "Do We Always Need Query-Level Workflows? Rethinking Agentic Workflow Generation for Multi-Agent Systems",
    author = "Wang, Zixu  and
      Xu, Bingbing  and
      Yuan, Yige  and
      Shen, Huawei  and
      Cheng, Xueqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.254/",
    pages = "5149--5165",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-chain,
    title = "How Chain-of-Thought Works? Tracing Information Flow from Decoding, Projection, and Activation",
    author = "Yang, Hao  and
      Zhao, Qinghua  and
      Li, Lei  and
      Meng, Lingyi  and
      Yu, Mengda",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.255/",
    pages = "5166--5199",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-survey-retentive,
    title = "A Survey of Retentive Network",
    author = "Yang, Haiqi  and
      Li, Zhiyuan  and
      Chang, Yi  and
      Wu, Yuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.256/",
    pages = "5200--5216",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{duan-etal-2026-rag,
    title = "{RAG}-{KT}: Cross-platform Explainable Knowledge Tracing with Multi-view Fusion Retrieval Generation",
    author = "Duan, Zhiyi  and
      Yuan, Hongyu  and
      Liu, Rui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.257/",
    pages = "5217--5232",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hu-etal-2026-conformal,
    title = "Conformal Event Prediction with Temporal Knowledge Graph",
    author = "Hu, Cheng  and
      Cao, Cong  and
      Yuan, Fangfang  and
      Guo, Diandian  and
      Xu, Pin  and
      Liu, Yu  and
      Liu, Yanbing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.258/",
    pages = "5233--5248",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sun-etal-2026-infinite,
    title = "Infinite Babble: Inflating 3{D} Vision-Language Model Inference Overhead via Adversarial Geometric Perturbation",
    author = "Sun, Shuoyang  and
      Hong, Jiaxin  and
      Zhang, Yv  and
      Gao, Kuofeng  and
      Fang, Hao  and
      Mo, Fan  and
      Chen, Bin  and
      Xia, Shu-Tao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.259/",
    pages = "5249--5267",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{he-etal-2026-uncertainty,
    title = "Uncertainty-Calibrated Elastic Alignment for Multimodal Sentiment Analysis with Missing Modalities",
    author = "He, Kang  and
      Ding, Yuzhe  and
      Fu, Rao  and
      Feng, Yukang  and
      Zhang, Kaipeng  and
      Liu, Yiming  and
      Li, Fei  and
      Teng, Chong  and
      Ji, Donghong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.260/",
    pages = "5268--5288",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lu-etal-2026-representation,
    title = "On the Representation Geometry of {L}o{RA} Model Merging",
    author = "Lu, Chenyang  and
      Li, Jiaru  and
      Zhao, Jinman  and
      Chen, Xinran  and
      Wang, Yining  and
      Cai, Renyi  and
      Li, Yuchen  and
      He, Chao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.261/",
    pages = "5289--5304",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{pu-etal-2026-mcle,
    title = "{MCLE}-Mol: Empowering {LLM} with Molecular Comprehension and Low-Cost Continual Evolution for Interpretable Property Prediction",
    author = "Pu, Zhili  and
      Zhang, Lantian  and
      Duan, Hao  and
      Zhang, Zhixing  and
      Zhu, Keyun  and
      Fan, Yongqi  and
      Hou, Ruihui  and
      Ruan, Tong  and
      Tang, Yun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.262/",
    pages = "5305--5333",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{he-etal-2026-mtr,
    title = "{MTR}-{D}uplex{B}ench: Towards a Comprehensive Evaluation of Multi-Round Conversations for Full-Duplex Speech Language Models",
    author = "He, Zhang  and
      Cui, Wenqian  and
      Xu, Haoning  and
      Li, Xiao-Hui  and
      Zhu, Lei  and
      Bai, Haoli  and
      Shaohua, Ma  and
      King, Irwin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.263/",
    pages = "5334--5351",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-yan-2026-generating,
    title = "Generating Effective {C}o{T} Traces for Mitigating Causal Hallucination",
    author = "Zhao, Yiheng  and
      Yan, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.264/",
    pages = "5352--5362",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-sae,
    title = "{SAE}-{F}i{RE}: Enhancing Earnings Surprise Predictions Through Sparse Autoencoder Feature Selection",
    author = "Zhang, Huopu  and
      Liu, Yanguang  and
      Zhang, Miao  and
      He, Zirui  and
      Du, Mengnan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.265/",
    pages = "5363--5382",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tang-etal-2026-implicit,
    title = "From Implicit Graph Encoding to Explicit Evidence: A Training-Free {LLM} Framework for Temporal Knowledge Graph Reasoning",
    author = "Tang, Guo  and
      Cheng, Ke  and
      Fan, Huiming  and
      Chang, Heng  and
      Zheng, Wenxiang  and
      Ou, Xianhao  and
      Xiang, Junjia  and
      Liu, Ming  and
      Zhou, Yujun  and
      Lanyu, Li  and
      Qin, Bing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.266/",
    pages = "5383--5405",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lan-etal-2026-llm,
    title = "{LLM}-Driven Multi-Perspective Location Completion for Next Location Prediction",
    author = "Lan, Pengxiang  and
      Yang, Enneng  and
      Liang, Yuliang  and
      Zhao, Jianzhe  and
      Jiang, Linying  and
      Guo, Guibing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.267/",
    pages = "5406--5428",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhu-etal-2026-wikiseeker,
    title = "{W}iki{S}eeker: Rethinking the Role of Vision-Language Models in Knowledge-Based Visual Question Answering",
    author = "Zhu, Yingjian  and
      Wang, Xinming  and
      Ding, Kun  and
      Wang, Ying  and
      Fan, Bin  and
      Xiang, Shiming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.268/",
    pages = "5429--5449",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-understanding,
    title = "Understanding Conflicts in Multi-Objective Alignment through Reward Consistency",
    author = "Xu, Zhihao  and
      Tong, Yongqi  and
      Zhang, Xin  and
      Zhou, Jun  and
      Wang, Xiting",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.269/",
    pages = "5450--5472",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xin-etal-2026-metamem,
    title = "{M}eta{M}em: Evolving Meta-Memory for Knowledge Utilization through Self-Reflective Symbolic Optimization",
    author = "Xin, Haidong  and
      Li, Xinze  and
      Liu, Zhenghao  and
      Yan, Yukun  and
      Wang, Shuo  and
      Yang, Cheng  and
      Gu, Yu  and
      Yu, Ge  and
      Sun, Maosong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.270/",
    pages = "5473--5492",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{pan-woodard-2026-geolan,
    title = "{G}eo{LAN}: Geometric Learning of Latent Explanatory Directions in Large Language Models",
    author = "Pan, Tianyu  and
      Woodard, Damon L.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.271/",
    pages = "5493--5521",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sun-etal-2026-sepseq,
    title = "{S}ep{S}eq: A Training-Free Framework for Long Numerical Sequence Processing in {LLM}s",
    author = "Sun, Jie  and
      Liu, Yu  and
      Han, Lu  and
      Deng, Qiwen  and
      Shu, Xiang  and
      Xiao, Yang  and
      Ma, Lintao  and
      Lu, Xingyu  and
      Zhou, Jun  and
      Liu, Pengfei  and
      Wu, Jiancan  and
      Wang, Xiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.272/",
    pages = "5522--5537",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zheng-etal-2026-ghost,
    title = "Ghost in the Shell: Synonym-Aware Logit Shaping Fingerprint for Copyright Protection of Large Vision-Language Models",
    author = "Zheng, Xiaofan  and
      Wang, Xinghao  and
      Wan, Xiaojun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.273/",
    pages = "5538--5555",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{duan-etal-2026-look,
    title = "Look Twice before You Leap: A Rational Framework for Localized Adversarial Text Anonymization",
    author = "Duan, Donghang  and
      Zheng, Xu  and
      He, Yuefeng  and
      Mu, Chong  and
      Cai, Leyi  and
      Zhang, Lizong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.274/",
    pages = "5556--5573",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-etal-2026-k,
    title = "K-{M}et{B}ench: A Multi-Dimensional Benchmark for Fine-Grained Evaluation of Expert Reasoning, Locality, and Multimodality in Meteorology",
    author = "Kim, Soyeon  and
      Kang, Cheongwoong  and
      Lee, Myeongjin  and
      Chang, Eun-Chul  and
      Jaedeok, Lee  and
      Choi, Jaesik",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.275/",
    pages = "5574--5612",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-v,
    title = "{V}-{G}ame{G}ym: Visual Game Generation for Code Large Language Models",
    author = "Zhang, Wei  and
      Yang, Jian  and
      Tao, Renshuai  and
      Chai, Linzheng  and
      Guo, Shuyue  and
      Wu, Jiajun  and
      Chen, Xiaoming  and
      Cui, Ganqu  and
      Ding, Ning  and
      Xu, Xander  and
      Wei, HU  and
      Zhou, Bowen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.276/",
    pages = "5613--5641",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-ucoder,
    title = "{UC}oder: Unsupervised Code Generation by Internal Probing of Large Language Models",
    author = "Wu, Jiajun  and
      Yang, Jian  and
      Zhang, Wei  and
      Chai, Linzheng  and
      Ma, Yuchi  and
      Shi, Ensheng  and
      Ma, Yuqing  and
      Li, Zhoujun  and
      Liu, Xianglong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.277/",
    pages = "5642--5655",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zou-etal-2026-deciphering,
    title = "Deciphering Cultural Representations in Large Language Models via Sparse Autoencoders",
    author = "Zou, Chenye  and
      Jiao, Difan  and
      Hu, Lijie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.278/",
    pages = "5656--5677",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hu-zhao-2026-fin,
    title = "Fin-Bias: Comprehensive Evaluation for {LLM} Decision-Making under human bias in Finance Domain",
    author = "Hu, Xiaoyu  and
      Zhao, Jinman",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.279/",
    pages = "5678--5694",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{fu-etal-2026-duplicate,
    title = "Duplicate-Aware Controlled Code Generation: Enhancing Copyright Protection with Targeted Reordering Beam Search in {LLM}s",
    author = "Fu, Junbo  and
      Zhao, Guoshuai  and
      Yang, Linkang  and
      Mi, Yunqi  and
      Qian, Xueming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.280/",
    pages = "5695--5707",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yuan-etal-2026-graph-based,
    title = "Graph-Based Chain-of-Thought Pruning for Reducing Redundant Reflections in Reasoning {LLM}s",
    author = "Yuan, Hongyuan  and
      He, Xinran  and
      Shao, Run  and
      He, Bolei  and
      Xue, Xianwei  and
      Chen, Mengke  and
      Pan, Qiutong  and
      Wang, Haiwei  and
      Li, Haifeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.281/",
    pages = "5708--5723",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yi-etal-2026-good,
    title = "Too Good to be Bad: On the Failure of {LLM}s to Role-Play Villains",
    author = "Yi, Zihao  and
      Jiang, Qingxuan  and
      Ma, Ruotian  and
      Chen, Xingyu  and
      Yang, Qu  and
      Wang, Mengru  and
      Ye, Fanghua  and
      Shen, Ying  and
      Tu, Zhaopeng  and
      Li, Xiaolong  and
      Bo, Liefeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.282/",
    pages = "5724--5734",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{he-etal-2026-audioprivacy,
    title = "{A}udio{P}rivacy: Parallel Audio Dataset for Speaker Profiling with Diverse Audio Types and Rich Attributes",
    author = "He, Jiabei  and
      Zhang, Yanzhe  and
      Zhou, Jiaming  and
      Wang, Hui  and
      Sun, Haoqin  and
      Qin, Yong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.283/",
    pages = "5735--5748",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-federated,
    title = "Federated {L}o{RA} Fine-Tuning with Pipelined Error-Mitigated Aggregation and Matrix-Wise Freezing",
    author = "Wang, Haoran  and
      Wang, Xiong  and
      Li, Yuqing  and
      Chen, Jing  and
      Zhang, Junyi  and
      Yan, Nan  and
      He, Kun  and
      Wang, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.284/",
    pages = "5749--5762",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xue-etal-2026-rtcfake,
    title = "{RTCF}ake: Speech Deepfake Detection in Real-Time Communication",
    author = "Xue, Jun  and
      Yi, Zhuolin  and
      Huang, Yihuan  and
      Ren, Yanzhen  and
      Chen, Yujie  and
      Fan, Cunhang  and
      Su, Zicheng  and
      Zhang, Yongcheng  and
      Cai, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.285/",
    pages = "5763--5775",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{botcazou-etal-2026-progress,
    title = "Progress Ratio Embeddings: An Impatience Signal for Robust Length Control in Neural Text Generation",
    author = "Botcazou, Ivanho{\textbackslash}'e  and
      Amghar, Tassadit  and
      Lamprier, Sylvain  and
      Saubion, Fr{\textbackslash}'ed{\textbackslash}'eric",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.286/",
    pages = "5776--5789",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-leakdojo,
    title = "{L}eak{D}ojo: Decoding the Leakage Threats of {RAG} Systems",
    author = "Zhang, Maosen  and
      Dong, Jianshuo  and
      Boting, Lu  and
      Wenyue, Li  and
      Zhang, Xiaoping  and
      Zhang, Tianwei  and
      Qiu, Han",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.287/",
    pages = "5790--5811",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hoang-etal-2026-codewiki,
    title = "{C}ode{W}iki: Evaluating {AI}{'}s Ability to Generate Holistic Documentation for Large-Scale Codebases",
    author = "Hoang, Anh Nguyen  and
      Le-Anh, Minh  and
      Le, Bach  and
      Bui, Nghi D. Q.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.288/",
    pages = "5812--5827",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yin-etal-2026-arise,
    title = "{ARISE}: An Adaptive Resolution-Aware Metric for Test-Time Scaling Evaluation in Large Reasoning Models",
    author = "Yin, Zhangyue  and
      Sun, Qiushi  and
      Zeng, Zhiyuan  and
      Yu, Zhiyuan  and
      Guo, Qipeng  and
      Huang, Xuanjing  and
      Qiu, Xipeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.289/",
    pages = "5828--5848",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lau-etal-2026-breaking,
    title = "Breaking the Static Graph: Context-Aware Traversal for Graph-Based {RAG}",
    author = "Lau, Kwun Hang  and
      Zhang, Fangyuan  and
      Ruan, Boyu  and
      Zhou, Yingli  and
      Guo, Qintian  and
      Zhang, Ruiyuan  and
      Zhou, Xiaofang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.290/",
    pages = "5849--5863",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{he-etal-2026-pop,
    title = "{POP}: Prefill-Only Pruning for Efficient Large Model Inference",
    author = "He, Junhui  and
      Fu, Zhihui  and
      Wang, Jun  and
      Li, Qingan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.291/",
    pages = "5864--5877",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-guardian,
    title = "Guardian-as-an-Advisor: Advancing Next-Generation Guardian Models for Trustworthy {LLM}s",
    author = "Huang, Yue  and
      Zhuang, Haomin  and
      Ye, Jiayi  and
      Bao, Han  and
      Wang, Yanbo  and
      Hua, Hang  and
      Wu, Siyuan  and
      Chen, Pin-Yu  and
      Zhang, Xiangliang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.292/",
    pages = "5878--5900",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{luo-etal-2026-structbreak,
    title = "{S}truct{B}reak: Structural Cognitive Overload-Induced Safety Failures in {MLLM}s",
    author = "Luo, Yang  and
      Xinran, Liu  and
      Ji, TianTian  and
      Yin, Zhiyi  and
      Peng, Lingyun  and
      Li, Shuyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.293/",
    pages = "5901--5923",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-role,
    title = "Role-Sensitive Neurons: A Neuron-Level Gain Control Mechanism for Confidence Steering",
    author = "Huang, Peiwen  and
      Hsu, Chih-Hao  and
      Huang, Tzu-Hung  and
      Lin, Shou-De",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.294/",
    pages = "5924--5944",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{guowei-etal-2026-streamingeval,
    title = "{S}treaming{E}val: A Unified Evaluation Framework towards Realistic Streaming Video Understanding",
    author = "Guowei, Tang  and
      Qian, Tianwen  and
      Zheng, Huanran  and
      Yifei, Wang  and
      Wang, Xiaoling",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.295/",
    pages = "5945--5960",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tian-etal-2026-coggen,
    title = "{C}og{G}en: A Cognitively Inspired Recursive Framework for Deep Research Report Generation",
    author = "Tian, Kuo  and
      Sun, Pengfei  and
      Wu, Zhen  and
      Ding, Junran  and
      Dai, Xinyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.296/",
    pages = "5961--5988",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-debate,
    title = "Debate to Align: Reliable Entity Alignment through Two-Stage Multi-Agent Debate",
    author = "Wang, Cunda  and
      Ma, Ziying  and
      Hu, Po  and
      Wang, Weihua  and
      Bao, Feilong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.297/",
    pages = "5989--6010",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-exploring-multilingual,
    title = "Exploring Multilingual Pre-trained Language Model for Aspect-based Sentiment Analysis",
    author = "Wang, Ye  and
      Jiang, Ruijun  and
      Wang, Zhongqing  and
      Zhou, Guodong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.298/",
    pages = "6011--6023",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-mid,
    title = "Mid-Think: Training-Free Intermediate-Budget Reasoning via Token-Level Triggers",
    author = "Yang, Van  and
      Wang, Shouren  and
      Ganguly, Debargha  and
      Li, Xinpeng  and
      Song, Chaoda  and
      Singh, Vikash  and
      Chaudhary, Vipin  and
      Han, Xiaotian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.299/",
    pages = "6024--6038",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-ssr,
    title = "{SSR}-Zero: Simple Self-Rewarding Reinforcement Learning for Machine Translation",
    author = "Yang, Wenjie  and
      Zheng, Mao  and
      Song, Mingyang  and
      Li, Zheng  and
      Wang, Sitong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.300/",
    pages = "6039--6052",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cao-etal-2026-hisdoc,
    title = "{H}is{D}oc-{OCR}: Restoring Visual Grounding in {MLLM}s for {C}hinese Historical Document {OCR}",
    author = "Cao, Jiahuan  and
      Shi, Yongxin  and
      Shan, Zeyu  and
      Lu, Zhengyang  and
      Jin, Lianwen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.301/",
    pages = "6053--6066",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{que-etal-2026-one,
    title = "One {LLM} Does Not Simulate All Students: Ability-Aware Student Simulation via Cognitive Diagnosis Guided {LLM} Assignment",
    author = "Que, Huixing  and
      Liu, Qi  and
      Gao, Weibo  and
      Huang, Zhenya",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.302/",
    pages = "6067--6084",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lin-etal-2026-interactive,
    title = "Interactive Learning for {LLM} Reasoning",
    author = "Lin, Hehai  and
      Cao, Shilei  and
      Wang, Sudong  and
      Wu, Haotian  and
      Li, Minzhi  and
      Yang, Linyi  and
      Zheng, Juepeng  and
      Qin, Chengwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.303/",
    pages = "6085--6108",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lin-etal-2026-style,
    title = "Style Amnesia: Investigating Speaking Style Degradation and Mitigation in Multi-Turn Spoken Language Models",
    author = "Lin, Yu-Xiang  and
      Chiang, Cheng-Han  and
      Lee, Hung-yi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.304/",
    pages = "6109--6131",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-neurosym,
    title = "{N}euro{S}ym-Cal: Bridging the Reasoning-Execution Gap in Code Generation via Hierarchical Calibration",
    author = "Liu, Peiyang  and
      Wang, Yining  and
      Li, Youru  and
      Li, Long  and
      Cai, Zhi  and
      Ye, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.305/",
    pages = "6132--6143",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-gobench,
    title = "{GOB}ench: Stage-Wise Diagnostics and the Visual Paradox in Multimodal Graph Optimization",
    author = "Chen, Yinghao  and
      Xie, Wantong  and
      Zeng, Shuli  and
      Zhang, Sijia  and
      Pan, Xiaotian  and
      Wu, Feng  and
      Li, Xiangyang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.306/",
    pages = "6144--6167",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-sparse,
    title = "Sparse Growing Transformer: Training-Time Sparse Depth Allocation via Progressive Attention Looping",
    author = "Chen, Yao  and
      Chen, Yilong  and
      Yang, Yinqi  and
      Shang, Junyuan  and
      Zhang, Zhenyu  and
      Zhang, Zefeng  and
      Nie, Shuaiyi  and
      Wang, Shuohuan  and
      Sun, Yu  and
      Wu, Hua  and
      Wang, Haifeng  and
      Liu, Tingwen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.307/",
    pages = "6168--6193",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{michel-etal-2026-computational,
    title = "Computational Narrative Understanding for Expressive Text-to-Speech",
    author = "Michel, Gaspard  and
      Epure, Elena V.  and
      Cerisara, Christophe",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.308/",
    pages = "6194--6215",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-datasage,
    title = "{D}ata{S}age: Multi-agent Collaboration for Insight Discovery with External Knowledge Retrieval, Multi-role Debating, and Multi-path Reasoning",
    author = "Liu, Xiaochuan  and
      Song, Yuanfeng  and
      Yin, Xiaoming  and
      Chen, Xing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.309/",
    pages = "6216--6250",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liao-etal-2026-eliminating,
    title = "Eliminating Out-of-Domain Recommendations in {LLM}-based Recommender Systems: A Unified View",
    author = "Liao, Hao  and
      Zhang, Jiwei  and
      Lian, Jianxun  and
      Lu, Wensheng  and
      Wu, Mingqi  and
      Shuowangg  and
      Zhang, Yong  and
      Huang, Yitian  and
      Zhou, Mingyang  and
      Mao, Rui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.310/",
    pages = "6251--6271",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jia-etal-2026-evian,
    title = "Evian: Towards Explainable Visual Instruction-tuning Data Auditing",
    author = "Jia, Zimu  and
      Xu, Mingjie  and
      Estornell, Andrew  and
      Wei, Jiaheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.311/",
    pages = "6272--6291",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{luo-etal-2026-iterative,
    title = "Iterative Self-Correction for Text-Driven Person Re-Identification with Large Vision-Language Models",
    author = "Luo, Guijin  and
      Xie, Zequn  and
      Cai, Sihang  and
      Wang, Chuxin  and
      Zhao, Zhou  and
      Tang, Yixuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.312/",
    pages = "6292--6301",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-breaking,
    title = "Breaking Contextual Inertia: Reinforcement Learning with Single-Turn Anchors for Stable Multi-Turn Interaction",
    author = "Chen, Xingwu  and
      Zhang, Zhanqiu  and
      Guo, Steven Y.  and
      Zou, Difan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.313/",
    pages = "6302--6318",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zheng-etal-2026-label,
    title = "Label Words as Local Task Vectors in In-Context Learning",
    author = "Zheng, Bowen  and
      Ma, Ming  and
      Lin, Zhongqiao  and
      Yang, Tianming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.314/",
    pages = "6319--6332",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zeng-etal-2026-cogr,
    title = "{C}o{GR}-{M}o{E}: Concept-Guided Expert Routing with Consistent Selection and Flexible Reasoning for Visual Question Answering",
    author = "Zeng, Xiyin  and
      Lu, Yi  and
      Wang, Hao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.315/",
    pages = "6333--6350",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{land-pinter-2026-pieces,
    title = "Which Pieces Does Unigram Tokenization Really Need?",
    author = "Land, Sander  and
      Pinter, Yuval",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.316/",
    pages = "6351--6360",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-step,
    title = "Step Potential Advantage Estimation: Harnessing Intermediate Confidence and Correctness for Efficient Mathematical Reasoning",
    author = "Wu, Fei  and
      Zhang, Zhenrong  and
      Chang, Qikai  and
      Zhang, Jianshu  and
      Liu, Quan  and
      Du, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.317/",
    pages = "6361--6379",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tran-etal-2026-depth,
    title = "When depth is redundant: Efficient transformer-based speech anti-spoofing",
    author = "Tran, Hoan My  and
      Lolive, Damien  and
      Sini, Aghilas  and
      Delhay, Arnaud  and
      Marteau, Pierre-Francois  and
      Guennec, David",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.318/",
    pages = "6380--6397",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{luo-etal-2026-gcot,
    title = "{GC}o{T}-Decoding: Unlocking Deep Reasoning Paths for Universal Question Answering",
    author = "Luo, Guanran  and
      Qiu, Wentao  and
      Jian, Zhongquan  and
      Wang, Meihong  and
      Wu, Qingqiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.319/",
    pages = "6398--6414",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{an-etal-2026-permemsafe,
    title = "{P}er{M}em{S}afe: Benchmarking Implicit Personalized Safety of Long Horizon Self-Evolving Agents",
    author = "An, Hengyu  and
      Li, Minxi  and
      Xu, Naen  and
      Zhou, Chunyi  and
      Xu, Xiaogang  and
      Du, Tianyu  and
      Li, Jinbao  and
      Ji, Shouling",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.320/",
    pages = "6415--6433",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tao-etal-2026-tagrag,
    title = "{T}ag{RAG}: Tag-guided Hierarchical Knowledge Graph Retrieval-Augmented Generation",
    author = "Tao, Wenbiao  and
      Li, Xinyuan  and
      Lan, Yunshi  and
      Qian, Weining",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.321/",
    pages = "6434--6456",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shi-etal-2026-danger,
    title = "Danger Depends on the Mind: A Theory-of-Mind Grounded Dataset and Model for Context-Dependent Dangerous Speech",
    author = "Shi, Yuanchen  and
      Zhang, Longyin  and
      Zhou, Guodong  and
      Kong, Fang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.322/",
    pages = "6457--6478",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-one,
    title = "One Token Is Enough: Improving Diffusion Language Models with a Sink Token",
    author = "Zhang, Zihou  and
      Xie, Zheyong  and
      Zhong, Li  and
      Liu, Haifeng  and
      Cao, Shaosheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.323/",
    pages = "6479--6490",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jung-etal-2026-thunder,
    title = "Thunder-{K}o{NUB}ench: A Corpus-Aligned Benchmark for {K}orean Negation Understanding",
    author = "Jung, Sungmok  and
      So, Yeonkyoung  and
      Lee, Joonhak  and
      Kim, Sangho  and
      Ahn, Yelim  and
      Lee, Jaejin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.324/",
    pages = "6491--6518",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chai-etal-2026-progra,
    title = "Progra: Progress-Aware Reinforcement Learning for Multi-Turn Function Calling",
    author = "Chai, Huacan  and
      Cao, Zijie  and
      Ran, Maolin  and
      Yang, Yingxuan  and
      Lin, Jianghao  and
      Peng, Xin  and
      Wang, Hairui  and
      Ding, Renjie  and
      Wan, Ziyu  and
      Wen, Muning  and
      Liu, Weiwen  and
      Zhang, Weinan  and
      Huang, Fei  and
      Wen, Ying",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.325/",
    pages = "6519--6535",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-towards,
    title = "Towards Modern Topic Models: A Survey of Taxonomies and Paradigm Shifts from Algorithm-Centric to {LLM}-Centered Topic Analysis",
    author = "Xu, Xuan  and
      Yang, Zhongliang  and
      Li, Haolun  and
      Tian, Rui  and
      Chu, Beilin  and
      Song, J  and
      Li, Yu  and
      Tan, Shaolin  and
      Zhou, Linna",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.326/",
    pages = "6536--6561",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-beyond-templates,
    title = "Beyond Templates: Dynamic Adaptation of Reasoning Demonstrations via Feasibility-Aware Exploration",
    author = "Wu, Yong  and
      Pan, Weihang  and
      Li, Ke  and
      Binhui, Chen  and
      Li, Ping  and
      Lin, Binbin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.327/",
    pages = "6562--6577",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-cflowpsyd,
    title = "{CF}low{P}sy{D}: An Analysis-Enhanced Dataset for Asynchronous Psychological Counseling through Self-Optimizing Multi-Agent Framework",
    author = "Li, Donghao  and
      Deng, Yifan  and
      Weng, Jinta  and
      Zhang, Xingsheng  and
      Niu, Chenxu  and
      Tian, Jingyuan  and
      Huang, Heyan  and
      Hu, Yue",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.328/",
    pages = "6578--6602",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{de-wynter-yuan-2026-thin,
    title = "The Thin Line Between Comprehension and Persuasion in {LLM}s",
    author = "de Wynter, Adrian  and
      Yuan, Tangming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.329/",
    pages = "6603--6631",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{nigatu-etal-2026-evaluating,
    title = "Evaluating Machine Translation Datasets for Low-Web Data Languages: A Gendered Lens",
    author = "Nigatu, Hellina Hailu  and
      Mamo, Bethelhem Yemane  and
      Balcha, Bontu Fufa  and
      Tesfaye, Debora Taye  and
      Zewdie, Elbethel Daniel  and
      Nesiru, Ikram Behiru  and
      Hailu, Jitu Ewnetu  and
      Yayo, Senait Mengesha",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.330/",
    pages = "6632--6655",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-select2reason,
    title = "{S}elect2{R}eason: Efficient Instruction-Tuning Data Selection for Long-{C}o{T} Reasoning",
    author = "Yang, Cehao  and
      Lin, Xueyuan  and
      Wu, Xiaojun  and
      Xu, Chengjin  and
      Jiang, Xuhui  and
      Liu, Honghao  and
      Xiong, Hui  and
      Guo, Jian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.331/",
    pages = "6656--6671",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-curriculum,
    title = "Curriculum Learning based Hierarchical Scoring and Analysis Framework for Question Answering Task Evaluation",
    author = "Wu, Qiong  and
      Yue, Tan  and
      Liang, Jianxin  and
      Li, Zhen  and
      He, Kai  and
      Zhao, Shuai  and
      Zhao, Dongyan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.332/",
    pages = "6672--6699",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-trigreason,
    title = "{T}rig{R}eason: Trigger-Based Collaboration between Small and Large Reasoning Models",
    author = "Zhao, Yi  and
      Peng, Yajuan  and
      Nguyen, Cam-Tu  and
      Li, Zuchao  and
      Wang, Xiaoliang  and
      Fu, Xiaoming  and
      Zhao, Hai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.333/",
    pages = "6700--6718",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wen-etal-2026-turtleai,
    title = "{TURTLEAI}: Benchmarking Multimodal Models for Visual Programming in Turtle Graphics",
    author = "Wen, Chao  and
      Staub, Jacqueline  and
      Singla, Adish",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.334/",
    pages = "6719--6756",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-liu-2026-calibrated,
    title = "Calibrated Progressive Distillation: Co-Designing Curriculum and Target Mixing for Knowledge Distillation of Large Language Models",
    author = "Zhang, Mengxiang  and
      Liu, Lingyuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.335/",
    pages = "6757--6776",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-faithful,
    title = "Faithful-First Reasoning, Planning, and Acting for Multimodal {LLM}s",
    author = "Li, Junxian  and
      Xu, Xinyue  and
      Ma, Sai  and
      Zhang, Di  and
      Li, Sichao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.336/",
    pages = "6777--6793",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yi-etal-2026-sead,
    title = "{SEAD}: A Surrogate-free Label-only Membership Inference Attack against Pre-trained {LLM}s with Semantic-Aware Density",
    author = "Yi, Biao  and
      Li, Jiahao  and
      Li, Yiming  and
      He, Yu  and
      Zhang, Baolei  and
      Liu, Zheli  and
      Tao, Dacheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.337/",
    pages = "6794--6813",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{fadeeva-etal-2026-faithfulness,
    title = "Faithfulness-Aware Uncertainty Quantification for Fact-Checking the Output of Retrieval-Augmented Generation",
    author = "Fadeeva, Ekaterina  and
      Rubashevskii, Aleksandr  and
      Piatrashyn, Dzianis  and
      Vashurin, Roman  and
      Dhuliawala, Shehzaad  and
      Shelmanov, Artem  and
      Baldwin, Timothy  and
      Nakov, Preslav  and
      Sachan, Mrinmaya  and
      Panov, Maxim",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.338/",
    pages = "6814--6836",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-aggc,
    title = "{AGGC}: Adaptive Group Gradient Clipping for Stabilizing Large Language Model Training",
    author = "Li, Zhiyuan  and
      Wu, Yuan  and
      Chang, Yi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.339/",
    pages = "6837--6851",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-madra,
    title = "{MADRA}: Multi-Agent Debate for Risk-Aware Embodied Planning",
    author = "Wang, JunJian  and
      Zhao, Lidan  and
      Zhang, Xi Sheryl",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.340/",
    pages = "6852--6876",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-navigating,
    title = "Navigating Large-Scale Document Collections: {M}u{DAB}ench for Multi-Document Analytical {QA}",
    author = "Li, Zhanli  and
      Cao, Yixuan  and
      Luo, Lvzhou  and
      Luo, Ping",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.341/",
    pages = "6877--6898",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-corba,
    title = "{CORBA}: Contagious Recursive Blocking Attacks on Multi-Agent Systems Based on Large Language Models",
    author = "Zhou, Zhenhong  and
      Li, Zherui  and
      Zhang, Jie  and
      Zhang, Yuanhe  and
      Wang, Kun  and
      Liu, Yang  and
      Guo, Qing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.342/",
    pages = "6899--6908",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{okocha-grant-2026-afrispeech,
    title = "Afrispeech Semantics: Evaluating Audio{--}Semantic Reasoning in Spoken Language Models Across Domains and Accents",
    author = "Okocha, Chibuzor  and
      Grant, Christan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.343/",
    pages = "6909--6928",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hong-etal-2026-moprune,
    title = "{M}o{P}rune: Scene-Guided Motion-Aware Token Pruning for Efficient Video Large Language Models",
    author = "Hong, Wenhao  and
      Wang, Ziyang  and
      Zhang, Yixin  and
      Wang, Zilei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.344/",
    pages = "6929--6941",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-scmapr,
    title = "{SCMAPR}: Self-Correcting Multi-Agent Prompt Refinement for Complex-Scenario Text-to-Video Generation",
    author = "Yang, Chengyi  and
      Li, Pengzhen  and
      Qi, Jiayin  and
      Zhou, Aimin  and
      Wu, Ji  and
      Liu, Ji",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.345/",
    pages = "6942--6973",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xie-etal-2026-lorefact,
    title = "{L}o{R}e{F}act: Bridging the Logic Gap in Fact-Checking",
    author = "Xie, Qiming  and
      Zheng, Wenjie  and
      Shen, Xiangqing  and
      Xia, Rui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.346/",
    pages = "6974--6996",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-odtqa,
    title = "{ODTQA}-{F}o{R}e: An Open-Domain Tabular Question Answering Dataset for Future Data Forecasting and Reasoning",
    author = "Wang, Zhensheng  and
      Liu, Xiaole  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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.347/",
    pages = "6997--7022",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sun-etal-2026-rectified,
    title = "Rectified Sparse Attention for Efficient Long-Sequence Generation",
    author = "Sun, Yutao  and
      Ye, Tianzhu  and
      Dong, Li  and
      Xia, Yuqing  and
      Chen, Jian  and
      Gao, Yizhao  and
      Cao, Shijie  and
      Wang, Jianyong  and
      Wei, Furu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.348/",
    pages = "7023--7034",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{qin-etal-2026-knowing,
    title = "Knowing-but-Doing: Diagnosing and Defending Role-Play-Driven {LLM}s Jailbreaks via Moral Disengagement",
    author = "Qin, Haiming  and
      Lian, Jianxun  and
      Zhong, Qimin  and
      Zhou, Mingyang  and
      Liao, Hao  and
      Chao, Naipeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.349/",
    pages = "7035--7051",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-generative-discriminative,
    title = "Generative-to-Discriminative Test-Time Adaptation via Manifold-Aware Diffusion and {B}ayesian Distillation",
    author = "Zhang, Boyun  and
      Xie, Zequn  and
      Feng, Fangming  and
      Zhang, Zihan  and
      He, Yongbo  and
      Wang, Chuxin  and
      Cai, Sihang  and
      Jin, Tao  and
      Zhang, Qifei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.350/",
    pages = "7052--7062",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zheng-etal-2026-evaluating,
    title = "Evaluating Memory Capability in Continuous Lifelog Scenario",
    author = "Zheng, Jianjie  and
      Liu, Zhichen  and
      Shen, Zhanyu  and
      Qu, Jingxiang  and
      Chen, Guanhua  and
      Wang, Yile  and
      Xu, Yang  and
      Liu, Yang  and
      Cheng, Sijie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.351/",
    pages = "7063--7089",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-got,
    title = "{G}o{T}-R1: Internalizing Graph-of-Thought via Structural Reinforcement for High-Density Reasoning",
    author = "Li, Zuchao  and
      Li, Qiwei  and
      Yao, Yao  and
      Zhao, Hai  and
      Zhang, Lefei  and
      Du, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.352/",
    pages = "7090--7104",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xiong-etal-2026-hey,
    title = "Hey, That{'}s My Data! Token-Only Dataset Inference in Large Language Models",
    author = "Xiong, Chen  and
      Wang, Zihao  and
      Zhu, Rui  and
      Ho, Tsung-Yi  and
      Chen, Pin-Yu  and
      Xiong, Jingwei  and
      Tang, Haixu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.353/",
    pages = "7105--7120",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-toxitrace,
    title = "{T}oxi{T}race: Gradient-Aligned Training for Explainable {C}hinese Toxicity Detection",
    author = "Li, Boyang  and
      Shou, Hongzhe  and
      Liang, Yuanyuan  and
      Zhang, JingBin  and
      Zhou, Fang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.354/",
    pages = "7121--7138",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{anh-etal-2026-three,
    title = "Three Minds, One Legend: Jailbreak Large Reasoning Model with Adaptive Stacked Ciphers",
    author = "Anh, Nguyen Viet  and
      Zhao, Shiqian  and
      Dao, Gia  and
      Hu, Runyi  and
      Xie, Yi  and
      Wu, Xiaobao  and
      Luu, Anh Tuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.355/",
    pages = "7139--7159",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chuang-etal-2026-imitation,
    title = "From Imitation to Discrimination: Progressive Curriculum Learning for Robust Web Navigation",
    author = "Chuang, Peng  and
      Zhang, Wei  and
      Tao, Renshuai  and
      Zhang, Xinhao  and
      Yang, Jian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.356/",
    pages = "7160--7177",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhong-etal-2026-parallelism,
    title = "Parallelism and Generation Order in Masked Diffusion Language Models: Limits Today, Potential Tomorrow",
    author = "Zhong, Yangyang  and
      Gu, Yanmei  and
      Zang, Zhengqing  and
      Li, Xiaomeng  and
      Ding, Yuqi  and
      Jia, Xibei  and
      Shen, Yuting  and
      Lan, Zhenzhong  and
      Zhu, Liwang  and
      Liu, Weiping  and
      Zhou, Junlin  and
      Liu, Haisheng  and
      Yu, Zhong Xin  and
      Luo, Pengxin  and
      Qi, Donglian  and
      Yan, Yunfeng  and
      Zhao, Junbo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.357/",
    pages = "7178--7218",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{dang-etal-2026-understanding,
    title = "Understanding New-Knowledge-Induced Factual Hallucinations in {LLM}s: Analysis and Interpretation",
    author = "Dang, Renfei  and
      Hu, Peng  and
      Lai, Zhejian  and
      Gao, Changjiang  and
      Zhang, Min  and
      Huang, Shujian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.358/",
    pages = "7219--7246",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-attribution,
    title = "Attribution-Based Analysis and Optimization of Modular Agentic Workflows",
    author = "Yang, Yingxuan  and
      Huang, Bo  and
      Qi, Siyuan  and
      Feng, Chao  and
      Hu, Haoyi  and
      Zhu, Yuxuan  and
      Hu, Jinbo  and
      Zhao, Haoran  and
      He, Ziyi  and
      Liu, Xiao  and
      Wang, ZongYu  and
      Wen, Muning  and
      Qiu, Lin  and
      Cao, Xuezhi  and
      Cai, Xunliang  and
      Yu, Yong  and
      Zhang, Weinan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.359/",
    pages = "7247--7264",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{schaffelder-gatt-2026-synthetic,
    title = "Synthetic Eggs in Many Baskets: The Impact of Synthetic Data Diversity on {LLM} Fine-Tuning",
    author = "Schaffelder, Max  and
      Gatt, Albert",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.360/",
    pages = "7265--7293",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lee-huang-2026-solidcoder,
    title = "{S}olid{C}oder: Bridging the Mental-Reality Gap in {LLM} Code Generation through Concrete Execution",
    author = "Lee, Woojin  and
      Huang, Jin-Xia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.361/",
    pages = "7294--7316",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tang-etal-2026-egomemory,
    title = "{E}go{M}emory: Memory-Augmented Personalized Retrieval for Long-Context Egocentric Video",
    author = "Tang, Yuanmin  and
      Zhang, Jue  and
      Qin, Xiaoting  and
      Yu, Jing  and
      Qiu, Meikang  and
      Gou, Gaopeng  and
      Xiong, Gang  and
      Lin, Qingwei  and
      Rajmohan, Saravan  and
      Zhang, Dongmei  and
      Wu, Qi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.362/",
    pages = "7317--7349",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-perm,
    title = "{PERM}: Psychology-grounded Empathetic Reward Modeling for Large Language Models",
    author = "Wang, Chengbing  and
      Zheng, Wuqiang  and
      Zhang, Yang  and
      Zhu, Fengbin  and
      Cheng, Junyi  and
      Xie, Yi  and
      Wang, Wenjie  and
      Feng, Fuli",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.363/",
    pages = "7350--7373",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tan-etal-2026-remedy,
    title = "Remedy-{R}: Generative Reasoning for Machine Translation Evaluation without Error Annotations",
    author = "Tan, Shaomu  and
      Mitani, Ryosuke  and
      Choudhary, Ritvik  and
      Wu, Qiyu  and
      Sekiya, Toshiyuki  and
      Monz, Christof",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.364/",
    pages = "7374--7398",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liang-etal-2026-vizomem,
    title = "{V}izo{M}em: A Visual-Textual Memory Framework for Efficient Long-Horizon Reasoning",
    author = "Liang, Weijie  and
      Song, Yuanfeng  and
      Chen, Xing  and
      Cao, Caleb Chen  and
      Han, Sirui  and
      Guo, Yike",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.365/",
    pages = "7399--7422",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{das-etal-2026-images,
    title = "More Images, More Problems? A Controlled Analysis of {VLM} Failure Modes.",
    author = "Das, Anurag  and
      Bulat, Adrian  and
      Baldrati, Alberto  and
      Metaxas, Ioannis Maniadis  and
      Schiele, Bernt  and
      Tzimiropoulos, Georgios  and
      Martinez, Brais",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.366/",
    pages = "7423--7442",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-shu-2026-eop,
    title = "{EOP}-{LLM}: Energy Oriented Pruning for Large Language Models",
    author = "Huang, Guan  and
      Shu, Tao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.367/",
    pages = "7443--7464",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{fu-etal-2026-sentipolis,
    title = "Sentipolis: Emotion-Aware Agents for Social Simulations",
    author = "Fu, Chiyuan  and
      Chen, Lyuhao  and
      Xiao, Yunze  and
      Xuan, Weihao  and
      Busso, Carlos  and
      Diab, Mona T.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.368/",
    pages = "7465--7494",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-bidirectional,
    title = "Bidirectional Semantic Enhancement for Schema Routing Across Large-Scale Databases",
    author = "Wu, Yuyang  and
      Wang, Xiaoliang  and
      Nguyen, Cam-Tu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.369/",
    pages = "7495--7509",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{fan-etal-2026-deepplanner,
    title = "{D}eep{P}lanner: Scaling Planning Capability for Deep Research Agents via Advantage Shaping",
    author = "Fan, Wei  and
      Yao, Wenlin  and
      Li, Zheng  and
      Yao, Feng  and
      Liu, Xin  and
      Qiu, Liang  and
      Yin, Qingyu  and
      Song, Yangqiu  and
      Yin, Bing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.370/",
    pages = "7510--7525",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{guan-etal-2026-supchain,
    title = "{S}up{C}hain-Bench: Benchmarking Large Language Models for Real-World Supply Chain Management",
    author = "Guan, Shengyue  and
      Liu, Yihao  and
      Cao, Lang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.371/",
    pages = "7526--7550",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sieker-zarrie-ss-2026-hypocritical,
    title = "How Hypocritical Is Your {LLM} judge? Listener-Speaker Asymmetries in the Pragmatic Competence of Large Language Models",
    author = "Sieker, Judith  and
      Zarrie{\{}{\textbackslash}ss{\}}, Sina",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.372/",
    pages = "7551--7565",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-coopq,
    title = "{C}oop{Q}: Cooperative Game Inspired Layerwise Mixed Precision Quantization for {LLM}s",
    author = "Zhao, Junchen  and
      Derakhshan, Ali  and
      Hyman, Jayden  and
      Dong, Junhao  and
      Jyothi, Sangeetha Abdu  and
      Harris, Ian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.373/",
    pages = "7566--7578",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huo-etal-2026-breaking,
    title = "Breaking Language Preference in Multilingual {RAG} via Language-Controllable Retrieval and Language-Agnostic Reasoning",
    author = "Huo, Wenshuai  and
      Feng, Xiaocheng  and
      Li, Baohang  and
      Fu, Chengpeng  and
      Huang, Yichong  and
      Wang, Hui  and
      Qin, Bing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.374/",
    pages = "7579--7589",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{bueno-etal-2026-scoring,
    title = "From Scoring to Explanations: Evaluating {SHAP} and {LLM} Rationales for Rubric-based Teaching Quality Assessment",
    author = "Bueno, Ivo  and
      B{\textbackslash}{''}uhler, Babette  and
      Stark, Philipp  and
      F{\textbackslash}{''}utterer, Tim  and
      Trautwein, Ulrich  and
      Demszky, Dorottya  and
      Hill, Heather  and
      Kasneci, Enkelejda",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.375/",
    pages = "7590--7606",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-lycheecluster,
    title = "{L}ychee{C}luster: Efficient Long-Context Inference with Structure-Aware Chunking and Hierarchical {KV} Indexing",
    author = "Li, Dongfang  and
      Liu, Zixuan  and
      Lin, Gang  and
      Hu, Baotian  and
      Zhang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.376/",
    pages = "7607--7623",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hong-etal-2026-hiras,
    title = "{H}i{RAS}: A Hierarchical Multi-Agent Framework for Paper-to-Code Generation and Execution",
    author = "Hong, Hanhua  and
      LI, Yizhi  and
      Chen, Jiaoyan  and
      Ananiadou, Sophia  and
      Li, Xiaoli  and
      Kim, Jung-jae  and
      Lin, Chenghua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.377/",
    pages = "7624--7652",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-roadmapper,
    title = "{R}oad{M}apper: A Multi-Agent System for Roadmap Generation of Solving Complex Research Problems",
    author = "Liu, Jiacheng  and
      Tang, Zichen  and
      Yang, Zhongjun  and
      Hu, Xinyi  and
      Lin, Xueyuan  and
      Jia, Linwei  and
      Bai, Ruofei  and
      Li, Rongjin  and
      Peng, Shiyao  and
      Gao, Haocheng  and
      E, Haihong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.378/",
    pages = "7653--7676",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-temperature,
    title = "On Temperature-Constrained Non-Deterministic Machine Translation: Potential and Evaluation",
    author = "Wang, Weichuan  and
      Liu, Mingyang  and
      Ma, Chen  and
      Song, Linqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.379/",
    pages = "7677--7701",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{koike-etal-2026-exagpt,
    title = "{E}xa{GPT}: Example-Based Machine-Generated Text Detection for Human Interpretability",
    author = "Koike, Ryuto  and
      Kaneko, Masahiro  and
      Niwa, Ayana  and
      Nakov, Preslav  and
      Okazaki, Naoaki",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.380/",
    pages = "7702--7715",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liao-etal-2026-zipage,
    title = "Zipage: Maintain High Request Concurrency for {LLM} Reasoning through Compressed {P}aged{A}ttention",
    author = "Liao, Mengqi  and
      Wang, Lu  and
      Zhang, Chaoyun  and
      Qiao, Bo  and
      Qin, Si  and
      Lin, Qingwei  and
      Rajmohan, Saravan  and
      Zhang, Dongmei  and
      Wan, Huaiyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.381/",
    pages = "7716--7737",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wullach-etal-2026-overlooked,
    title = "The Overlooked Role of Graded Relevance Thresholds in Multilingual Dense Retrieval",
    author = "Wullach, Tomer  and
      Shapira, Ori  and
      Cohen, Amir David Nissan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.382/",
    pages = "7738--7750",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wan-etal-2026-test,
    title = "Test-Time Scaling in Multimodal Foundation Models: A Comprehensive Survey of Generation and Reasoning",
    author = "Wan, Cong  and
      He, Ying  and
      Huang, Zhongzhan  and
      Wu, Hefeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.383/",
    pages = "7751--7767",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xia-etal-2026-psyscore,
    title = "{P}sy{S}core: A Psychometrically-Aware Framework for Trait-Adaptive Essay Scoring and {ZPD}-Scaffolded Feedback",
    author = "Xia, Wei  and
      Wu, Jin  and
      Shi, Haoran  and
      Wang, Xiangyu  and
      Zheng, Chanjin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.384/",
    pages = "7768--7786",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jiang-etal-2026-finmaster,
    title = "{F}in{M}aster: A Holistic Benchmark for Full-Pipeline Financial Management with Large Language Models",
    author = "Jiang, Junzhe  and
      Yang, Chang  and
      Cui, Aixin  and
      Jin, Sihan  and
      Zhang, Yujing  and
      Xiao, Yilin  and
      Wang, Ruiyu  and
      Li, Bo  and
      Huang, Xiao  and
      Sun, Danny Dongning  and
      Wang, Xinrun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.385/",
    pages = "7787--7844",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tong-zou-2026-personaforge,
    title = "{P}ersona{F}orge: Psychology-Grounded Dual-Process Architecture for Personality-Consistent Role-Playing Agents",
    author = "Tong, Jizhou  and
      Zou, Sirui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.386/",
    pages = "7845--7874",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-graph,
    title = "Graph Explorer: Training Faithful {KG} Agents with Visibility-Grounded Supervision",
    author = "Chen, Yifeng  and
      Wan, Sicheng  and
      Zhang, Tianyi  and
      Zhang, Xuezhou",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.387/",
    pages = "7875--7890",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-cheng-2026-robust,
    title = "Robust Uncertainty Quantification for Self-Evolving Large Language Models via Continual Domain Pretraining",
    author = "Zhou, Xiaofan  and
      Cheng, Lu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.388/",
    pages = "7891--7908",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-exploring-graph,
    title = "Exploring Graph Learning Tasks with Pure {LLM}s: A Comprehensive Benchmark and Investigation",
    author = "Wang, Yuxiang  and
      Dai, Xinnan  and
      Fan, Wenqi  and
      Ma, Yao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.389/",
    pages = "7909--7942",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{deng-etal-2026-beyond-rejection,
    title = "Beyond Rejection Sampling: Trajectory Fusion for Scaling Mathematical Reasoning",
    author = "Deng, Jie  and
      Tong, Hanshuang  and
      Li, Jun  and
      Liang, Shining  and
      Wu, Ning  and
      Li, Hongzhi  and
      Xie, Yutao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.390/",
    pages = "7943--7959",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-reasonrec,
    title = "{R}eason{R}ec: A Reasoning-Augmented Multimodal Agent for Unified Recommendation",
    author = "Zhang, Yihua  and
      Liang, Mingfu  and
      Yang, Jiyan  and
      Jin, Rong  and
      Chen, Wen-Yen  and
      Han, Yiping  and
      Li, Huayu  and
      Zhang, Buyun  and
      Luo, Liang  and
      Simon, Luke  and
      Liu, Sijia  and
      Chen, Tianlong  and
      Liu, Xi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.391/",
    pages = "7960--7980",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-chain-thought,
    title = "Does Chain-of-Thought Reasoning Help Mobile {GUI} Agents? An Empirical Study",
    author = "Zhang, Li  and
      Gao, Longxi  and
      Xu, Mengwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.392/",
    pages = "7981--7996",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ye-etal-2026-asymmetric,
    title = "Asymmetric Relational-Geometry Driven Universal Adversarial Perturbations for Vision-Language Models",
    author = "Ye, Jiaxin  and
      Li, Weihai  and
      Wang, Ying  and
      Qin, Simeng  and
      Zeng, Zhitao  and
      Xu, Zikai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.393/",
    pages = "7997--8014",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xiong-etal-2026-paperscope,
    title = "{P}aper{S}cope: A Multi-Modal Multi-Document Benchmark for Agentic Deep Research Across Massive Scientific Papers",
    author = "Xiong, Lei  and
      Yuan, Huaying  and
      Liu, Zheng  and
      Cao, Zhao  and
      Dou, Zhicheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.394/",
    pages = "8015--8040",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sun-etal-2026-personalization,
    title = "When Personalization Misleads: Understanding and Mitigating Hallucinations in Personalized {LLM}s",
    author = "Sun, Zhongxiang  and
      Zhan, Yi  and
      Shen, Chenglei  and
      Yu, Weijie  and
      Zhang, Xiao  and
      He, Ming  and
      Xu, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.395/",
    pages = "8041--8060",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-law,
    title = "Law in Silico: Simulating Legal Society with {LLM}-Based Agents",
    author = "Wang, Yiding  and
      Chen, Yuxuan  and
      Meng, Fanxu  and
      Chen, Xifan  and
      Yang, Xiaolei  and
      Zhang, Muhan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.396/",
    pages = "8061--8104",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{pan-etal-2026-mt,
    title = "{MT}-Video-Bench: A Holistic Video Understanding Benchmark for Evaluating Multimodal {LLM}s in Multi-Turn Dialogues",
    author = "Pan, Yaning  and
      Xie, Qianqian  and
      Zhang, Guohui  and
      Wang, Zekun Moore  and
      Wen, Yongqian  and
      Zhang, Yuanxing  and
      Hu, Haoxuan  and
      Pan, Zhiyu  and
      Huang, Yibing  and
      Gan, Zhidong  and
      Lin, Yonghong  and
      Ping, An  and
      Li, Shihao  and
      Wang, Yanghai  and
      Peng, Tianhao  and
      Liu, Jiaheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.397/",
    pages = "8105--8126",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-query,
    title = "Query-Aware Graph Attention for Precise Subgraph Retrieval in Knowledge-Augmented Reasoning",
    author = "Xu, Yuanye  and
      Guo, Linyi  and
      Zhang, Yue  and
      Ning, Fu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.398/",
    pages = "8127--8148",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{toker-etal-2026-liberty,
    title = "{LIBERT}y: A Causal Framework for Benchmarking Concept-Based Explanations of {LLM}s with Structural Counterfactuals",
    author = "Toker, Gilat  and
      Calderon, Nitay  and
      Amosy, Ohad  and
      Reichart, Roi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.399/",
    pages = "8149--8186",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yilin-etal-2026-contract,
    title = "Contract-Coding: Towards Repo-Level Generation via Structured Symbolic Paradigm",
    author = "Yilin  and
      Zhao, Lujin  and
      Shi, Yijie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.400/",
    pages = "8187--8206",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{loiseau-etal-2026-adaptive,
    title = "Adaptive Text Anonymization: Learning Privacy-Utility Trade-offs via Prompt Optimization",
    author = "Loiseau, Gabriel  and
      Sileo, Damien  and
      Riquet, Damien  and
      Meyer, Maxime  and
      Tommasi, Marc",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.401/",
    pages = "8207--8229",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{peng-etal-2026-swe,
    title = "{SWE}-{QA}: Can Language Models Answer Repository-level Code Questions?",
    author = "Peng, Weihan  and
      Shi, Yuling  and
      Wang, Yuhang  and
      Zhang, Xinyun  and
      Shen, Beijun  and
      Gu, Xiaodong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.402/",
    pages = "8230--8245",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kamoi-etal-2026-efficient,
    title = "Efficient {PRM} Training Data Synthesis via Formal Verification",
    author = "Kamoi, Ryo  and
      Zhang, Yusen  and
      Zhang, Nan  and
      Das, Sarkar Snigdha Sarathi  and
      Zhang, Ranran Haoran  and
      Yin, Wenpeng  and
      Zhang, Rui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.403/",
    pages = "8246--8265",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{dai-etal-2026-revealing,
    title = "Revealing the Attention Floating Mechanism in Masked Diffusion Models",
    author = "Dai, Xin  and
      Huang, Pengcheng  and
      Liu, Zhenghao  and
      Wang, Shuo  and
      Yan, Yukun  and
      Xiao, Chaojun  and
      Gu, Yu  and
      Yu, Ge  and
      Sun, Maosong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.404/",
    pages = "8266--8286",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-balancing,
    title = "Balancing Knowledge Breadth and Task Depth for Effective Domain Adaptation Fine-Tuning",
    author = "Zhang, Mu  and
      Chu, Yuxiang  and
      Yu, Guangya  and
      Fan, Yongqi  and
      Zhang, Weiyan  and
      Hu, Hang  and
      Ruan, Tong  and
      Liu, Jingping",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.405/",
    pages = "8287--8304",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liartis-etal-2026-explain,
    title = "Explain the Flag: Contextualizing Hate Speech Beyond Censorship",
    author = "Liartis, Jason  and
      Kaldeli, Eirini  and
      Gyftokosta, Lamprini  and
      Chelioudakis, Eleftherios  and
      Mastromichalakis, Orfeas Menis",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.406/",
    pages = "8305--8325",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{song-etal-2026-envscaler,
    title = "{E}nv{S}caler: Scaling Tool-Interactive Environments for {LLM} Agent via Programmatic Synthesis",
    author = "Song, Xiaoshuai  and
      Chang, Haofei  and
      Dong, Guanting  and
      Zhu, Yutao  and
      Wen, Ji-Rong  and
      Dou, Zhicheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.407/",
    pages = "8326--8357",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zou-wang-2026-iterative,
    title = "Iterative Knowledge Graph Refinement and Integration for Medical Question Answering",
    author = "Zou, Haochen  and
      Wang, Yongli",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.408/",
    pages = "8358--8374",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xiong-etal-2026-lang2act,
    title = "{L}ang2{A}ct: Fine-Grained Visual Reasoning through Self-Emergent Linguistic Toolchains",
    author = "Xiong, Yuqi  and
      Peng, Chunyi  and
      Xu, Zhipeng  and
      Liu, Zhenghao  and
      Chen, Zulong  and
      Yan, Yukun  and
      Wang, Shuo  and
      Gu, Yu  and
      Yu, Ge",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.409/",
    pages = "8375--8399",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-lost,
    title = "Lost in Stories: Consistency Bugs in Long Story Generation by {LLM}s",
    author = "Li, Junjie  and
      Guo, Xinrui  and
      Wu, Yuhao  and
      Lee, Roy Ka-Wei  and
      Li, Hongzhi  and
      Xie, Yutao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.410/",
    pages = "8400--8428",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-chinese,
    title = "{C}hinese Court Simulation with {LLM}-Based Agents System",
    author = "Zhang, Kaiyuan  and
      Li, Jiaqi  and
      Wu, Yueyue  and
      Li, Haitao  and
      Luo, Cheng  and
      Zou, Shaokun  and
      Zhou, Yujia  and
      Su, Weihang  and
      Liu, Yiqun  and
      Ai, Qingyao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.411/",
    pages = "8429--8454",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{luo-laban-2026-spasm,
    title = "{SPASM}: Stable Persona-driven Agent Simulation for Multi-turn Dialogue Generation",
    author = "Luo, Han  and
      Laban, Guy",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.412/",
    pages = "8455--8475",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-telling,
    title = "Telling Speculative Stories to Help Humans Imagine the Harms of Healthcare {AI}",
    author = "Zhao, Xingmeng  and
      Wang, Tongnian  and
      Schumacher, Dan  and
      Rammouz, Veronica  and
      Rios, Anthony",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.413/",
    pages = "8476--8516",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{goyal-etal-2026-masking,
    title = "Masking or Mitigating? Deconstructing the Impact of Query Rewriting on Retriever Biases in {RAG}",
    author = "Goyal, Agam  and
      Mukherjee, Koyel  and
      Saxena, Apoorv  and
      Phukan, Anirudh  and
      Chandrasekharan, Eshwar  and
      Sundaram, Hari",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.414/",
    pages = "8517--8530",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kagitha-etal-2026-unifying,
    title = "Unifying Inference-Time Planning Language Generation",
    author = "Kagitha, Prabhu Prakash  and
      Sun, Bo  and
      Desai, Ishan  and
      Zhu, Andrew  and
      Huang, Cassie  and
      Li, Manling  and
      Li, Ziyang  and
      Zhang, Li",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.415/",
    pages = "8531--8574",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zou-etal-2026-emores,
    title = "{E}mo{R}es: Toward Adaptive Psychological Support via User-Agnostic Benchmark and Topic-Mining Agent",
    author = "Zou, Zhengwei  and
      Jiang, Xuanming  and
      An, Baoyi  and
      Nie, Dingyu  and
      Fang, Zhengxing  and
      Liu, Qingyu  and
      Qian, Xueming  and
      Zhao, Guoshuai  and
      Yang, Zhongyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.416/",
    pages = "8575--8586",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-budget,
    title = "Budget-Aware Anytime Reasoning with {LLM}-Synthesized Preference Data",
    author = "Zhang, Xuanming  and
      Ashrafi, Shwan  and
      Mirsaidova, Aziza  and
      Rezaeian, Amir H.  and
      Ballesteros, Miguel  and
      Chilton, Lydia  and
      Yu, Zhou  and
      Roth, Dan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.417/",
    pages = "8587--8599",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tan-etal-2026-mitigating,
    title = "Mitigating Cultural Bias in {LLM}s via Multi-Agent Cultural Debate",
    author = "Tan, Qian  and
      Jiang, Lei  and
      Zeng, Yuting  and
      Ding, Shuoyang  and
      Xu, Xiaohua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.418/",
    pages = "8600--8612",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-toolrm,
    title = "{T}ool{RM}: Towards Agentic Tool-Use Reward Modeling",
    author = "Li, Renhao  and
      Tu, Jianhong  and
      Su, Yang  and
      Liu, Yantao  and
      Huang, Fei  and
      Alinejad-Rokny, Hamid  and
      Wong, Derek F.  and
      Lin, Junyang  and
      Yang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.419/",
    pages = "8613--8640",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-2026-mdocrag,
    title = "{MD}oc{RAG}-{RL}: Empowering Multi-Modal Document {RAG} via Complex Visual Reasoning with Reinforcement Learning",
    author = "Wang, Zhongyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.420/",
    pages = "8641--8651",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{song-etal-2026-mars,
    title = "{MARS}: Unleashing the Power of Speculative Decoding via Margin-Aware Verification",
    author = "Song, Jingwei  and
      Wang, Xinyu  and
      Wang, Hanbin  and
      Lei, Xiaoxuan  and
      Shi, Tianyu  and
      Han, Shixin  and
      Yang, Eric  and
      Chang, Xiao-Wen  and
      Ai, Lynn",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.421/",
    pages = "8652--8663",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gor-etal-2026-ai,
    title = "{AI}, Take the Wheel: What Drives Delegation and Trust in Human{--}Computer Cooperative Question Answering?",
    author = "Gor, Maharshi  and
      Sung, Yoo Yeon  and
      Hou, Yu  and
      Fleisig, Eve  and
      Ying, Zhu Irene  and
      Zhou, Tianyi  and
      Boyd-Graber, Jordan Lee",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.422/",
    pages = "8664--8689",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-self,
    title = "Self-Reinforcing Controllable Synthesis of Rare Relational Data via {B}ayesian Calibration",
    author = "Zhang, Chongsheng  and
      Wang, Hao  and
      Yu, Zelong  and
      Arias, Esteban Garces  and
      Rodemann, Julian  and
      Zhang, Zhanshuo  and
      Li, Qilong  and
      Fan, Gaojuan  and
      Muandet, Krikamol  and
      Heumann, Christian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.423/",
    pages = "8690--8711",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-wavedetect,
    title = "{W}ave{D}etect: Robust Framework for Machine-Generated Text Detection via Wavelet Transform",
    author = "Liu, Zhichen  and
      Qin, Kaitong  and
      He, Linhan  and
      Xu, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.424/",
    pages = "8712--8727",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chang-etal-2026-ahead,
    title = "{AHEAD}: Attention Head Energy-Aware Dynamics for Hallucination Mitigation in {MLLM}s",
    author = "Chang, Jiale  and
      Li, Ying  and
      Tang, Siliang  and
      Zhuang, Yueting",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.425/",
    pages = "8728--8739",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-toposhield,
    title = "{T}opo{SHIELD}: Reshaping the Flow of Malice via Spatio-Temporal Risk-Aware Topological Evolution in Multi-Agent Systems",
    author = "Huang, Ruiyang  and
      Wang, Chenxi  and
      Zhang, Tinghe  and
      Liu, Fengrui  and
      Sun, Jiayan  and
      Wang, Haocheng  and
      Wu, Yifan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.426/",
    pages = "8740--8768",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chang-2026-diagnosing,
    title = "Diagnosing and Mitigating Sycophancy and Skepticism in {LLM} Causal Judgment",
    author = "Chang, Edward Y",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.427/",
    pages = "8769--8789",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-superwriter,
    title = "{S}uper{W}riter: Reflection-Driven Long-Form Generation with Large Language Models",
    author = "Wu, Yuhao  and
      Bai, Yushi  and
      Hu, Zhiqiang  and
      Li, Juanzi  and
      Lee, Roy Ka-Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.428/",
    pages = "8790--8812",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhuang-etal-2026-proxyprompt,
    title = "{P}roxy{P}rompt: Securing System Prompts against Prompt Extraction Attacks",
    author = "Zhuang, Zhixiong  and
      Nicolae, Maria-Irina  and
      Wang, Hui-Po  and
      Fritz, Mario",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.429/",
    pages = "8813--8845",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lifan-etal-2026-cogito,
    title = "Cogito: A Cognitive Agentic Framework Driven by Dynamic Graph of Thoughts for Financial Report Generation",
    author = "Lifan, Chen  and
      Ding, Wei  and
      Yang, Jingwen  and
      Zhou, Xiuze  and
      Chen, Jingan  and
      Lin, Fan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.430/",
    pages = "8846--8860",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{duan-etal-2026-coarse,
    title = "From Coarse to Fine: A Multi-Granularity Multimodal Framework for Teacher Sentiment Analysis",
    author = "Duan, Zhiyi  and
      Wang, Xiangren  and
      Guan, Jiangshan  and
      Jia, Bing  and
      Xing, Qianli",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.431/",
    pages = "8861--8876",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{naik-etal-2026-pbebench,
    title = "{PBEB}ench: A Multi-Step Programming by Examples Reasoning Benchmark inspired by Historical Linguistics",
    author = "Naik, Atharva  and
      Prakam  and
      Mathur, Yash  and
      Agrawal, Darsh  and
      Kapadnis, Manav Nitin  and
      An, Yuwei  and
      Marr, Clayton  and
      Rose, Carolyn  and
      Mortensen, David R.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.432/",
    pages = "8877--8918",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sun-etal-2026-t2i,
    title = "{T}2{I}-{R}eason{B}ench: Benchmarking Reasoning-Informed Text-to-Image Generation",
    author = "Sun, Kaiyue  and
      Fang, Rongyao  and
      Duan, Chengqi  and
      Liu, Xian  and
      Li, Aoxue  and
      Liu, Xihui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.433/",
    pages = "8919--8944",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-cgbridge,
    title = "{CGB}ridge: Bridging Code Graphs and Large Language Models for Better Structure-Aware Code Understanding",
    author = "Chen, Zeqi  and
      Chu, Zhaoyang  and
      Gui, Yi  and
      Guo, Feng  and
      Wan, Yao  and
      Shi, Chuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.434/",
    pages = "8945--8966",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{bouziane-etal-2026-candidate,
    title = "Candidate-Aware Retrieval and Reranking for Multiple-Choice Question Answering: {A}rabic as a Case Study",
    author = "Bouziane, Yassine  and
      Moukafih, Youness  and
      Ghogho, Mounir",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.435/",
    pages = "8967--8977",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{bi-etal-2026-logical,
    title = "Logical Structure as Knowledge: Enhancing {LLM} Reasoning via Structured Logical Knowledge Density Estimation",
    author = "Bi, Zhen  and
      Hu, Zhenlin  and
      Chen, Xueshu  and
      Chen, Mingyang  and
      Deng, Cheng  and
      Xue, Yida  and
      Wang, Zhen  and
      Shen, Qing  and
      Zhang, Ningyu  and
      Lou, Jungang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.436/",
    pages = "8978--8999",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-acse,
    title = "{ACSE}: An Ancient Character Semantic-Aware Embedding for Large Language Models",
    author = "Zhou, Zhihan  and
      Shi, Daqian  and
      Shi, Lida  and
      Song, Rui  and
      Qiu, Peiqiang  and
      Diao, Xiaolei  and
      Xu, Hao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.437/",
    pages = "9000--9012",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-reasoning,
    title = "Reasoning as Gradient: Scaling {MLE} Agents Beyond Tree Search",
    author = "Zhang, Yifei  and
      Yang, Xu  and
      Yang, Xiao  and
      Xian, Bowen  and
      Li, Qizheng  and
      Fang, Shikai  and
      Li, Jingyuan  and
      Wang, Jian  and
      Xu, Minrui  and
      Zhang, Yuge  and
      Liu, Weiqing  and
      Bian, Jiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.438/",
    pages = "9013--9038",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zuo-etal-2026-speak,
    title = "Speak No Evil, Just Prompt: Low-resource Multilingual Toxic Speech Detection with Audio Language Model",
    author = "Zuo, Mingzi  and
      Zhang, Lei  and
      Sun, Hailiang  and
      Huo, Shengzhi  and
      Dong, Changyu  and
      Wang, Xin  and
      Wang, Bo  and
      Liu, Hao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.439/",
    pages = "9039--9053",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sun-etal-2026-emotiontalk,
    title = "{E}motion{T}alk: An Interactive {C}hinese Multimodal Emotion Dataset With Rich Annotations",
    author = "Sun, Haoqin  and
      Zhao, Jinghua  and
      Wang, Xuechen  and
      Zhao, Shiwan  and
      Zhou, Jiaming  and
      Wang, Hui  and
      Yang, Xi  and
      Wang, Yequan  and
      Lin, Yonghua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.440/",
    pages = "9054--9071",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-prompts,
    title = "What Prompts Don{'}t Say: Understanding and Managing Underspecification in {LLM} Prompts",
    author = "Yang, Chenyang  and
      Shi, Yike  and
      Ma, Qianou  and
      Liu, Michael Xieyang  and
      Kaestner, Christian  and
      Wu, Tongshuang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.441/",
    pages = "9072--9101",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shi-etal-2026-affectcodec,
    title = "{A}ffect{C}odec: Emotion-Preserving Neural Speech Codec for Expressive Speech Modeling",
    author = "Shi, Jiacheng  and
      Du, Hongfei  and
      Song, Xinyuan  and
      Hong, Y. Alicia  and
      Zhang, Yanfu  and
      Gao, Ashley",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.442/",
    pages = "9102--9124",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{mo-etal-2026-agentic,
    title = "Agentic Conversational Search with Contextualized Reasoning via Reinforcement Learning",
    author = "Mo, Fengran  and
      Gao, Yifan  and
      Li, Sha  and
      Zeng, Hansi  and
      Liu, Xin  and
      Tan, Zhaoxuan  and
      Li, Xian  and
      Chen, Jianshu  and
      Wang, Dakuo  and
      Jiang, Meng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.443/",
    pages = "9125--9138",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{al-lawati-wang-2026-multimodal,
    title = "Do Multimodal {RAG} Systems Leak Data? A Comprehensive Evaluation of Membership Inference and Image Caption Retrieval Attacks",
    author = "Al-Lawati, Ali  and
      Wang, Suhang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.444/",
    pages = "9139--9154",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-ped,
    title = "{PED}: Route-Decoupled Diagnostics for Persona Consistency in Spoken Agents",
    author = "Liu, Weihao  and
      Wei, Junrui  and
      Zhang, Zhao  and
      Zhang, Ju",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.445/",
    pages = "9155--9168",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{plisiecki-etal-2026-interpretable,
    title = "Interpretable Semantic Gradients in {SSD}: A {PCA} Sweep Approach and a Case Study on {AI} Discourse",
    author = "Plisiecki, Hubert  and
      Leniarska, Maria  and
      Piotrowski, Jan  and
      Zajenkowski, Marcin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.446/",
    pages = "9169--9177",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-self-sum,
    title = "Self-Sum: Teaching an Agent to Decide Itself When and What to Summarize",
    author = "Wang, Hongru  and
      Wang, Rui  and
      Kai, Jushi  and
      Xue, Boyang  and
      Li, Yongqi  and
      Huang, Shijue  and
      Ma, Xiaoteng  and
      Pan, Jeff Z.  and
      Storkey, Amos",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.447/",
    pages = "9178--9192",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-greekmmlu,
    title = "{G}reek{MMLU}: A Native-Sourced Multitask Benchmark for Evaluating Language Models in {G}reek",
    author = "Zhang, Yang  and
      Konomi, Mersin  and
      Xypolopoulos, Christos  and
      Divriotis, Konstantinos  and
      Skianis, Konstantinos  and
      Nikolentzos, Giannis  and
      Stamou, Giorgos  and
      Shang, Guokan  and
      Vazirgiannis, Michalis",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.448/",
    pages = "9193--9217",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{pan-etal-2026-user,
    title = "User-Assistant Bias in {LLM}s",
    author = "Pan, Xu  and
      Fan, Jingxuan  and
      Xiong, Zidi  and
      Hahami, Ely  and
      Overwiening, Jorin  and
      Xie, Ziqian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.449/",
    pages = "9218--9241",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chou-etal-2026-iclad,
    title = "{ICLAD}: In-Context Learning with Comparison-Guidance for Audio Deepfake Detection",
    author = "Chou, Benjamin Shiue-Hal  and
      Zhu, Yi  and
      Koppisetti, Surya",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.450/",
    pages = "9242--9256",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-restyle,
    title = "{R}e{S}tyle-{TTS}: Relative and Continuous Style Control for Zero-Shot Speech Synthesis",
    author = "Li, Haitao  and
      Jin, Chunxiang  and
      Li, Chenglin  and
      Guan, Wenhao  and
      Huang, Zhengxing  and
      Chen, Xie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.451/",
    pages = "9257--9269",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{islam-2026-gets,
    title = "Who Gets Which Message? Auditing Demographic Bias in {LLM}-Generated Targeted Text",
    author = "Islam, Tunazzina",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.452/",
    pages = "9270--9297",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yuan-etal-2026-facts,
    title = "{FACTS}: Table Summarization via Offline Template Generation with Agentic Workflows",
    author = "Yuan, Ye  and
      Shabani, Mohammad Amin  and
      Liu, Siqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.453/",
    pages = "9298--9315",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{bertolazzi-etal-2026-language,
    title = "How Language Models Conflate Logical Validity with Plausibility: A Representational Analysis of Content Effects",
    author = "Bertolazzi, Leonardo  and
      Pezzelle, Sandro  and
      Bernardi, Raffaella",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.454/",
    pages = "9316--9347",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hu-etal-2026-llms,
    title = "{LLM}s Deceive Unintentionally: Emergent Misalignment in Dishonesty from Misaligned Samples to Biased Human-{AI} Interactions",
    author = "Hu, Xuhao  and
      Peng, Wang  and
      Lu, Xiaoya  and
      Liu, Dongrui  and
      Huang, Xuanjing  and
      Shao, Jing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.455/",
    pages = "9348--9372",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{deng-etal-2026-alphaquanter,
    title = "{A}lpha{Q}uanter: An End-to-End Tool-Augmented Agentic Reinforcement Learning Framework for Stock Trading",
    author = "Deng, Zheye  and
      Yan, Weixiang  and
      Yu, Changlong  and
      Wang, Jiashu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.456/",
    pages = "9373--9394",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-distribution,
    title = "Distribution Shift Alignment Helps {LLM}s Simulate Survey Response Distributions",
    author = "Huang, Ji  and
      LI, Mengfei  and
      Shao, Shuai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.457/",
    pages = "9395--9409",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{dong-etal-2026-physprm,
    title = "{P}hys{PRM}: A Generative Process Reward Model with Fine-grained Diagnosis for Physics Problem Solving",
    author = "Dong, Yuxuan  and
      Zhang, Xinyu  and
      Zhang, Lingling  and
      Lai, Han  and
      Li, Pengyu  and
      Wei, Bifan  and
      Wu, Yaqiang  and
      Liu, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.458/",
    pages = "9410--9427",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-mark,
    title = "The Mark Fades: Adaptive Evolutionary Paraphrase-based Attack against {LLM} Watermarks",
    author = "Zhao, Yusheng  and
      Zhao, Jian  and
      Zhang, Tianle  and
      Wei, Feng  and
      Li, Xuelong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.459/",
    pages = "9428--9445",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gao-etal-2026-core,
    title = "{C}o{RE}: A Fine-Grained Code Reasoning Benchmark Beyond Output Prediction",
    author = "Gao, Jun  and
      Peng, Yun  and
      Qiao, Qian  and
      Zhou, Changhai  and
      Zhou, Yuhua  and
      Zhang, Shiyang  and
      Weng, Shichao  and
      Xing, Zhenchang  and
      Ren, Xiaoxue",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.460/",
    pages = "9446--9459",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{he-etal-2026-empowering,
    title = "Empowering Reliable Visual-Centric Instruction Following in {MLLM}s",
    author = "He, Weilei  and
      Ju, Feng  and
      Fan, Zhiyuan  and
      Min, Rui  and
      Cheng, Minhao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.461/",
    pages = "9460--9482",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{acikgoz-etal-2026-tt,
    title = "{TT}-{SI}: Self-Improving {LLM} Agents with Test-Time Training",
    author = "Acikgoz, Emre Can  and
      Qian, Cheng  and
      Ji, Heng  and
      Hakkani-T{\textbackslash}{''}ur, Dilek  and
      Tur, Gokhan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.462/",
    pages = "9483--9508",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-conflicts,
    title = "Conflicts Make Large Reasoning Models Vulnerable to Attacks",
    author = "Liu, Honghao  and
      Xu, Chengjin  and
      Jiang, Xuhui  and
      Yang, Cehao  and
      Yin, Shengming  and
      Ma, Zhengwu  and
      Ni, Lionel  and
      Guo, Jian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.463/",
    pages = "9509--9531",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shim-etal-2026-linear,
    title = "Linear Script Representations in Speech Foundation Models Enable Zero-Shot Transliteration",
    author = "Shim, Ryan Soh-Eun  and
      Choi, Kwanghee  and
      Chang, Kalvin  and
      Hsu, Ming-Hao  and
      Eichin, Florian  and
      Wu, Zhizheng  and
      Suhr, Alane  and
      Hedderich, Michael A.  and
      Harwath, David  and
      Mortensen, David R.  and
      Plank, Barbara",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.464/",
    pages = "9532--9544",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{keita-etal-2026-nsl,
    title = "{NSL}-{MT}: Linguistically Informed Negative Samples for Efficient Machine Translation in {A}frican Low-Resource Languages",
    author = "Keita, Mamadou K.  and
      Homan, Christopher M  and
      Le, Huy",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.465/",
    pages = "9545--9560",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-edumars,
    title = "{E}du{MARS}: Can Vision-Language Models Grade Like Teachers? Benchmarking Multimodal, Rubric-Based Assessment on {C}hinese K-12 Answers",
    author = "Zhao, Xuan  and
      Chen, Jiashun  and
      xu, Wanting  and
      Yan, Huiyuan  and
      Fang, Chaowei  and
      Wei, Xing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.466/",
    pages = "9561--9583",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wei-huang-2026-mmr,
    title = "{MMR}-{GRPO}: Accelerating {GRPO}-Style Training through Diversity-Aware Reward Reweighting",
    author = "Wei, Kangda  and
      Huang, Ruihong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.467/",
    pages = "9584--9605",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{meng-etal-2026-storymi,
    title = "{S}tory{MI}: Steerable Multi-Agent Therapeutic Dialogue Generation",
    author = "Meng, Qingyu  and
      Chen, Min  and
      Liu, Dingming  and
      Mo, Yifan  and
      Su, Yue  and
      Sun, Xin  and
      Hindriks, Koen  and
      Pei, Jiahuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.468/",
    pages = "9606--9623",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hathidara-etal-2026-disambiguation,
    title = "Disambiguation-Centric Finetuning Makes Enterprise Tool-Calling {LLM}s More Realistic and Less Risky",
    author = "Hathidara, Ashutosh  and
      Yu, Julien  and
      Schreiber, Sebastian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.469/",
    pages = "9624--9652",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-toolgate,
    title = "{T}ool{G}ate: Contract-Grounded and Verified Tool Execution for {LLM}s",
    author = "Liu, Yanming  and
      Peng, Xinyue  and
      Cao, Jiannan  and
      Wang, Xinyi  and
      Deng, Songhang  and
      Chen, Jintao  and
      Yin, Jianwei  and
      Zhang, Xuhong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.470/",
    pages = "9653--9684",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shi-etal-2026-personaarena,
    title = "{P}ersona{A}rena: Dynamic Simulation for Evaluating and Enhancing Persona-Level Role-Playing in Large Language Models",
    author = "Shi, Wenlong  and
      Lian, Jianxun  and
      Wu, Mingqi  and
      Qin, Haiming  and
      Zhou, Mingyang  and
      Xie, Xing  and
      Chao, Naipeng  and
      Liao, Hao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.471/",
    pages = "9685--9719",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-poller,
    title = "Poller: Are {LLM}s Suitable for Evaluating Poetry Understanding Task?",
    author = "Wang, Shanshan  and
      Wong, Derek F.  and
      Yao, Jingming  and
      Chao, Lidia S.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.472/",
    pages = "9720--9735",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tao-agrawal-2026-worse,
    title = "No-Worse Context-Aware Decoding: Preventing Neutral Regression in Context-Conditioned Generation",
    author = "Tao, Yufei  and
      Agrawal, Ameeta",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.473/",
    pages = "9736--9751",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{bsharat-shen-2026-prompting,
    title = "Prompting Test-Time Scaling Is A Strong {LLM} Reasoning Data Augmentation",
    author = "Bsharat, Sondos Mahmoud  and
      Shen, Zhiqiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.474/",
    pages = "9752--9776",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tian-etal-2026-grass,
    title = "{GRASS}: Gradient-based Adaptive Layer-wise Importance Sampling for Memory-efficient Large Language Model Fine-tuning",
    author = "Tian, Kaiyuan  and
      Qiao, Linbo  and
      Tang, Yu  and
      Jiang, Gongqingjian  and
      Liu, Baihui  and
      Gao, Yifu  and
      Su, Xialin  and
      Li, Dongsheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.475/",
    pages = "9777--9790",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{plum-etal-2026-ltzglue,
    title = "ltz{GLUE}: {L}uxembourgish General Language Understanding Evaluation",
    author = "Plum, Alistair  and
      K{\textbackslash}{''}orner, Felicia  and
      Lutgen, Anne-Marie  and
      Bernardy, Laura  and
      Philippy, Fred  and
      Milano, Emilia  and
      Rehlinger, Nils  and
      Lothritz, Cedric  and
      Ranasinghe, Tharindu  and
      Plank, Barbara  and
      Purschke, Christoph",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.476/",
    pages = "9791--9807",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-adapthink,
    title = "{A}dap{T}hink: Adaptive Thinking Preferences for Reasoning Language Models",
    author = "Xu, Wenyue  and
      Wan, Xu  and
      Wang, Wei  and
      Huang, Wenqi  and
      Yin, Wotao  and
      Zhao, Shengjie  and
      Sun, Mingyang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.477/",
    pages = "9808--9825",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shen-etal-2026-improving,
    title = "Improving the Throughput of Diffusion-based Large Language Models via a Training-Free Confidence-Aware Calibration",
    author = "Shen, Jucheng  and
      Sarkar, Gaurav  and
      Ro, Yeonju  and
      Sridhar, Sharath Nittur  and
      Wang, Zhangyang  and
      Akella, Aditya  and
      Kundu, Souvik",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.478/",
    pages = "9826--9837",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-claim,
    title = "Same Claim, Different Judgment: Benchmarking Scenario-Induced Bias in Multilingual Financial Misinformation Detection",
    author = "Liu, Zhiwei  and
      Cao, Yupeng  and
      Jiang, Yuechen  and
      Kabir, Mohsinul  and
      Giannouris, Polydoros  and
      Xu, Chen  and
      Xu, Ziyang  and
      Zhu, Tianlei  and
      Tariquzzaman, Md.  and
      Papadopoulos, Triantafillos  and
      Wang, Yan  and
      Qian, Lingfei  and
      Peng, Xueqing  and
      Xie, Zhuohan  and
      Yuan, Ye  and
      Almheiri, Saeed  and
      Alnajjar, Abdulrazzaq  and
      Chen, Ming-Bin  and
      Stuart, Harry  and
      Thompson, Paul  and
      Tiwari, Prayag  and
      Lopez-Lira, Alejandro  and
      Liu, Xue  and
      Huang, Jimin  and
      Ananiadou, Sophia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.479/",
    pages = "9838--9864",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xiao-etal-2026-mass,
    title = "{MASS}-{RAG}: Multi-Agent Synthesis Retrieval-Augmented Generation",
    author = "Xiao, Xingchen  and
      Huang, Heyan  and
      Liu, Runheng  and
      Xie, Jincheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.480/",
    pages = "9865--9883",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-etal-2026-bayesian,
    title = "{B}ayesian Active Learning with {G}aussian Processes Guided by {LLM} Relevance Scoring for Dense Passage Retrieval",
    author = "Kim, Junyoung  and
      Korikov, Anton  and
      Liang, Jiazhou  and
      Cui, Justin  and
      Liu, Yifan Simon  and
      Wen, Qianfeng  and
      Zhao, Mark  and
      Sanner, Scott",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.481/",
    pages = "9884--9898",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{islam-2026-reasoning,
    title = "Reasoning-Based Refinement of Unsupervised Text Clusters with {LLM}s",
    author = "Islam, Tunazzina",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.482/",
    pages = "9899--9917",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ma-etal-2026-self,
    title = "Self-Evolving Multi-Agent Systems via Textual Backpropagation",
    author = "Ma, Xiaowen  and
      Ma, Yunpu  and
      Lin, Chenyang  and
      Yan, Sikuan  and
      Bi, Jinhe  and
      Cao, Zixuan  and
      Tian, Yijun  and
      Tresp, Volker  and
      Schuetze, Hinrich",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.483/",
    pages = "9918--9951",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{mao-etal-2026-confidence,
    title = "Confidence over Time: Confidence Calibration with Temporal Logic for Large Language Model Reasoning",
    author = "Mao, Zhenjiang  and
      Venkat, Anirudhh  and
      Bisliouk, Artem  and
      Subramanian, Sindhura Kumbakonam  and
      Kothiyal, Akshat  and
      Singhu, Saithej  and
      Ruchkin, Ivan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.484/",
    pages = "9952--9976",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{du-etal-2026-automated,
    title = "Automated Profile Inference with Language Model Agents",
    author = "Du, Yuntao  and
      Li, Zitao  and
      Ding, Bolin  and
      Li, Yaliang  and
      Xiao, Hanshen  and
      Zhou, Jingren  and
      Li, Ninghui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.485/",
    pages = "9977--10000",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zheng-etal-2026-debiasing,
    title = "When Debiasing Backfires: Counterintuitive Side Effects of Preprocessing-Based Stereotype Mitigation",
    author = "Zheng, Yahan  and
      Guerrerio, John J.  and
      Vosoughi, Soroush  and
      Ma, Weicheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.486/",
    pages = "10001--10021",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-scaling,
    title = "Scaling Laws for Code: Every Programming Language Matters",
    author = "Yang, Jian  and
      Guo, Shuyue  and
      Chai, Linzheng  and
      Zhang, Wei  and
      Liu, Aishan  and
      Hao, Chuan  and
      Li, Zhoujun  and
      Zhao, Xin  and
      Liu, Xianglong  and
      Lv, Weifeng  and
      Dai, Bryan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.487/",
    pages = "10022--10032",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-beyond-singular,
    title = "Beyond the Singular: Revealing the Value of Multiple Generations in Benchmark Evaluation",
    author = "Zhang, Wenbo  and
      Cai, Hengrui  and
      Chen, Wenyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.488/",
    pages = "10033--10043",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{brito-etal-2026-safety,
    title = "Safety Is Not Universal: The Selective Safety Trap in {LLM} Alignment",
    author = "Brito, Iago Alves  and
      Rios, Walcy  and
      Dollis, Julia Soares  and
      Silva, Diogo Fernandes Costa  and
      Filho, Arlindo Rodrigues Galv{\textbackslash}{\textasciitilde}ao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.489/",
    pages = "10044--10065",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-llm,
    title = "{LLM} Prompt Duel Optimizer: Efficient Label-Free Prompt Optimization",
    author = "Wu, Yuanchen  and
      Verma, Saurabh  and
      Lee, Justin  and
      Xiong, Fangzhou  and
      Zhang, Poppy  and
      Awadelkarim, Amel  and
      Chen, Xu  and
      Yuan, Yubai  and
      Hill, Shawndra",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.490/",
    pages = "10066--10089",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jamshidi-etal-2026-framenet,
    title = "{F}rame{N}et-Cultures: A Benchmark for Evaluating {LLM}s via Cross-Cultural Frame Semantics",
    author = "Jamshidi, Neda  and
      S{\{}{\textbackslash}o{\}}gaard, Anders  and
      Bianchini, Monica",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.491/",
    pages = "10090--10131",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kumar-2026-meta,
    title = "Meta-Tool: Efficient Few-Shot Tool Adaptation for Small Language Models",
    author = "Kumar, Sachin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.492/",
    pages = "10132--10147",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{helm-etal-2026-toward,
    title = "Toward A Digital Twin of {U}.{S}. Congress",
    author = "Helm, Hayden  and
      Chen, Tianyi  and
      McGuinness, Harvey  and
      Lee, Paige  and
      Duderstadt, Brandon  and
      Priebe, Carey",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.493/",
    pages = "10148--10160",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhu-etal-2026-ojakv,
    title = "{O}ja{KV}: Context-Aware Online Low-Rank {KV} Cache Compression",
    author = "Zhu, Yuxuan  and
      Yang, David H.  and
      Amiri, Mohammad Mohammadi  and
      Murugesan, Keerthiram  and
      Pedapati, Tejaswini  and
      Chen, Pin-Yu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.494/",
    pages = "10161--10178",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{saravanan-etal-2026-aurora,
    title = "{AURORA}: Neuro-Symbolic Continual Indexing for Evolving {RAG} Systems",
    author = "Saravanan, Manoj  and
      Salla, Rohit Kumar  and
      Amancherla, Ramya Manasa",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.495/",
    pages = "10179--10195",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{joseph-etal-2026-decide,
    title = "Decide less, communicate more: On the construct validity of end-to-end fact-checking in medicine",
    author = "Joseph, Sebastian Antony  and
      Chen, Lily  and
      Wei, Barry  and
      Mackert, Michael  and
      Marshall, Iain James  and
      Liang, Paul Pu  and
      Kouzy, Ramez  and
      Wallace, Byron C  and
      Li, Junyi Jessy",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.496/",
    pages = "10196--10221",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hu-etal-2026-k,
    title = "K-{GIP}: Diagnosing Logical Fractures in Large Vision-Language Models via Verification Scene Graphs and Sequential Pruning",
    author = "Hu, Yujun  and
      Zhou, Xiaoyu  and
      Wang, Changbo  and
      He, Gaoqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.497/",
    pages = "10222--10236",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tong-etal-2026-static,
    title = "From Static Inference to Dynamic Interaction: A Survey of Streaming Large Language Models",
    author = "Tong, Junlong  and
      Wang, Zilong  and
      Ren, YuJie  and
      Yin, Peiran  and
      Wu, Hao  and
      Zhang, Wei  and
      Shen, Xiaoyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.498/",
    pages = "10237--10263",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhan-etal-2026-adversarial,
    title = "How Adversarial Environments Mislead Agentic {AI}?",
    author = "Zhan, Zhonghao  and
      Zhou, Huichi  and
      Li, Zhenhao  and
      Jing, Peiyuan  and
      Li, Krinos  and
      Haddadi, Hamed",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.499/",
    pages = "10264--10280",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xie-etal-2026-gala,
    title = "{GALA}: Geometric Data Selection with Strategic Prospecting for Large Language Model Self-training",
    author = "Xie, Zhongwei  and
      Liao, Ruihao  and
      Wang, Zimo  and
      Chen, Chong  and
      Hua, Xian-Sheng  and
      Luo, Xiao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.500/",
    pages = "10281--10293",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shahariar-etal-2026-pii,
    title = "{PII}-{V}is{B}ench: Evaluating Personally Identifiable Information Safety in Vision Language Models Along a Continuum of Visibility",
    author = "Shahariar, G M  and
      Al Nazi, Zabir  and
      Bhuiyan, Md Olid Hasan  and
      Shi, Zhouxing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.501/",
    pages = "10294--10316",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-locate,
    title = "Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models",
    author = "Zhang, Hengyuan  and
      Zhang, Zhihao  and
      Nie, Ercong  and
      Wang, Mingyang  and
      Su, Zunhai  and
      Wang, Yiwei  and
      Wang, Qianli  and
      Yuan, Shuzhou  and
      Duan, Xufeng  and
      Xue, Qibo  and
      Yu, Zeping  and
      Shang, Chenming  and
      Liang, Xiao  and
      Xiong, Jing  and
      Shen, Hui  and
      Tao, Chaofan  and
      Liu, Zhengwu  and
      Jin, Senjie  and
      Xi, Zhiheng  and
      Zhang, Dongdong  and
      Ananiadou, Sophia  and
      Gui, Tao  and
      Xie, Ruobing  and
      So, Hayden Kwok-Hay  and
      Schuetze, Hinrich  and
      Huang, Xuanjing  and
      Zhang, Qi  and
      Wong, Ngai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.502/",
    pages = "10317--10362",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{rosenthal-etal-2026-mtrag,
    title = "{MTRAG}-{UN}: A Benchmark for Open Challenges in Multi-Turn {RAG} Conversations",
    author = "Rosenthal, Sara  and
      Katsis, Yannis  and
      Shah, Vraj  and
      He, Lihong  and
      Popa, Lucian  and
      Danilevsky, Marina",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.503/",
    pages = "10363--10369",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-vision,
    title = "Vision-Language Models Mistake Head Orientation for Gaze Direction: Nonverbal Conversation Cues",
    author = "Zhang, Zory  and
      Feng, Pinyuan  and
      Wang, Bingyang  and
      Zhao, Tianwei  and
      Yu, Suyang  and
      Gao, Qingying  and
      Deng, Hokin  and
      Ma, Ziqiao  and
      Li, Yijiang  and
      Luo, Dezhi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.504/",
    pages = "10370--10389",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huo-etal-2026-reposhapley,
    title = "{R}epo{S}hapley: Shapley-Enhanced Context Filtering for Repository-Level Code Completion",
    author = "Huo, Yu  and
      Zeng, Kun  and
      Zhang, Siyu  and
      LU, Yuquan  and
      Yang, Cheng  and
      Guo, Yifu  and
      Tang, Xiaoying",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.505/",
    pages = "10390--10412",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xie-etal-2026-red,
    title = "Red-Teaming {NSFW} Image Classifiers as Text-to-Image Safeguards",
    author = "Xie, Tinghao  and
      Xie, Yueqi  and
      Zareian, Alireza  and
      Hu, Shuming  and
      Juefei-Xu, Felix  and
      Lin, Xiaowen  and
      Jain, Ankit  and
      Mittal, Prateek  and
      Chen, Li",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.506/",
    pages = "10413--10441",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{rao-etal-2026-model,
    title = "Model-Agnostic Meta Learning for Class Imbalance Adaptation",
    author = "Rao, Hanshu  and
      Han, Guangzeng  and
      Huang, Xiaolei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.507/",
    pages = "10442--10456",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-papermind,
    title = "{PAPERMIND}: Benchmarking Agentic Reasoning and Critique over Scientific Papers in Multimodal {LLM}s",
    author = "Zhao, Yanjun  and
      Wei, Tianxin  and
      Zou, Jiaru  and
      Ning, Xuying  and
      Bei, Yuanchen  and
      Chen, Lingjie  and
      Rana, Simmi  and
      Yang, Wendy H.  and
      Tong, Hanghang  and
      He, Jingrui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.508/",
    pages = "10457--10474",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-scenes,
    title = "From Scenes to Elements: Multi-Granularity Evidence Retrieval for Verifiable Multimodal {RAG}",
    author = "Chen, Guanhua  and
      Huang, Chuyue  and
      Yao, Yutong  and
      Liu, Shudong  and
      Song, Xueqing  and
      Chao, Lidia S.  and
      Wong, Derek F.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.509/",
    pages = "10475--10491",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hu-tu-2026-region,
    title = "Region-R1: Reinforcing Query-Side Region Cropping for Multi-Modal Re-Ranking",
    author = "Hu, Chan-Wei  and
      Tu, Zhengzhong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.510/",
    pages = "10492--10505",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cui-etal-2026-reward,
    title = "A Reward-Guided Dual-Phase Framework for Adaptive Inference-Time Reasoning",
    author = "Cui, Yingqian  and
      Dai, Zhenwei  and
      He, Pengfei  and
      He, Bing  and
      Liu, Hui  and
      Shi, Zhan  and
      Tang, Xianfeng  and
      Zeng, Jingying  and
      Wang, Suhang  and
      Xing, Yue  and
      Tang, Jiliang  and
      Dumoulin, Benoit",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.511/",
    pages = "10506--10531",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{mazor-hope-2026-lvlm,
    title = "{LVLM}-Aware Multimodal Retrieval for {RAG}-Based Medical Diagnosis with General-Purpose Models",
    author = "Mazor, Nir  and
      Hope, Tom",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.512/",
    pages = "10532--10553",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{akter-etal-2026-detecting,
    title = "Detecting Proxy Gaming in {RL} and {LLM} Alignment via Evaluator Stress Tests",
    author = "Akter, Sanjeda  and
      Shihab, Ibne Farabi  and
      Sharma, Anuj",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.513/",
    pages = "10554--10583",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{nair-wang-2026-language,
    title = "Do Language Models Think Consistently? A Study of Value Preferences Across Varying Response Lengths",
    author = "Nair, Inderjeet Jayakumar  and
      Wang, Lu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.514/",
    pages = "10584--10613",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-ledger,
    title = "{LEDGER}: Scaling Agentic Document Editing with Dependency-aware Graph Retrieval",
    author = "Wang, Hang  and
      Garg, Utkarsh  and
      Davari, Reza  and
      Jiao, Huitian  and
      Cheng, Hao  and
      Peng, Baolin  and
      Chen, Si-Qing  and
      Ge, Tao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.515/",
    pages = "10614--10644",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{pramanik-etal-2026-nsf,
    title = "{NSF}-{C}o{T}: Neuro-Symbolic Formal Verification of Chain-of-Thought Faithfulness in Contextual Question Answering",
    author = "Pramanik, Vishal  and
      Maliha, Maisha  and
      Bastian, Nathaniel D.  and
      Velasquez, Alvaro  and
      Jha, Susmit  and
      Jha, Sumit Kumar",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.516/",
    pages = "10645--10663",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-learning,
    title = "Learning Flexible Large Multimodal Models with Arbitrary Modality Combinations",
    author = "Zhao, Xinyu  and
      Ni, Kangqi  and
      Peng, Jie  and
      Li, Ang  and
      Chen, Tianlong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.517/",
    pages = "10664--10678",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{reddy-etal-2026-1729,
    title = "1,729 vs. 1729: The Effect of Scripts and Formats on {LLM} Numeracy",
    author = "Reddy, Varshini  and
      Schmidt, Craig W  and
      Ebner, Seth  and
      Wiemerslage, Adam  and
      Pinter, Yuval  and
      Tanner, Chris",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.518/",
    pages = "10679--10696",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{peng-etal-2026-simpleocr,
    title = "{S}imple{OCR}: Rendering Visual Questions to Teach {MLLM}s to Read",
    author = "Peng, Yibo  and
      Xia, Peng  and
      Zhong, Ding  and
      Zeng, Kaide  and
      Han, Siwei  and
      Zhou, Yiyang  and
      Liu, Jiaqi  and
      Zhang, Ruiyi  and
      Yao, Huaxiu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.519/",
    pages = "10697--10710",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{guo-etal-2026-beyond,
    title = "Beyond Facts- Benchmarking Distributional Reading Comprehension in Large Language Models",
    author = "Guo, Pei-Fu  and
      Tsai, Ya An  and
      Hsu, Chun-Chia  and
      Chen, Kai-Xin  and
      Tsai, Yun-Da  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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.520/",
    pages = "10711--10728",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-preference-learning,
    title = "Preference Learning Unlocks {LLM}s' Psycho-Counseling Skills",
    author = "Zhang, Mian  and
      Eack, Shaun M.  and
      Chen, Zhiyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.521/",
    pages = "10729--10750",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhuang-guan-2026-large,
    title = "Large Language Models Can Help Mitigate Barren Plateaus in Quantum Neural Networks",
    author = "Zhuang, Jun  and
      Guan, Chaowen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.522/",
    pages = "10751--10767",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{dong-etal-2026-finch,
    title = "Finch: Benchmarking Finance {\&} Accounting across Spreadsheet-Centric Enterprise Workflows",
    author = "Dong, Haoyu  and
      Zhang, Pengkun  and
      Gao, Yan  and
      Dong, Xuanyu  and
      Cheng, Yilin  and
      Lu, Mingzhe  and
      Yakefu, Adina  and
      Zheng, Shuxin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.523/",
    pages = "10768--10794",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tran-etal-2026-exploiting,
    title = "Exploiting Tree Structure for Credit Assignment in Reinforcement Learning with Large Language Models",
    author = "Tran, Hieu  and
      Yao, Zonghai  and
      yu, Hong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.524/",
    pages = "10795--10810",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-demystify,
    title = "Demystify the Role of Memory in Machine Learning Engineering Agents",
    author = "Zhao, Xinyu  and
      Wang, Junpeng  and
      Chen, Yuzhong  and
      Pan, Menghai  and
      Yeh, Chin-Chia Michael  and
      Sun, Jiarui  and
      Zheng, Yan  and
      Das, Mahashweta  and
      Chen, Tianlong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.525/",
    pages = "10811--10826",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kirsten-etal-2026-characterizing,
    title = "Characterizing Web Search in The Age of Generative {AI}",
    author = "Kirsten, Elisabeth  and
      Perdekamp, Jost Gro{\{}{\textbackslash}ss{\}}e  and
      Wu, Qinyuan  and
      Upadhyay, Mihir  and
      Gummadi, Krishna P.  and
      Zafar, Muhammad Bilal",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.526/",
    pages = "10827--10848",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-hypehr,
    title = "{H}yp{EHR}: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering",
    author = "Liu, Yuyu  and
      Patil, Sarang Rajendra  and
      Xu, Mengjia  and
      Ma, Tengfei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.527/",
    pages = "10849--10862",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{choi-etal-2026-users,
    title = "What Users Leave Unsaid: Under-Specified Queries Limit Vision-Language Models",
    author = "Choi, Dasol  and
      Son, Guijin  and
      Lee, Hanwool  and
      Kim, Minhyuk  and
      Ko, Hyunwoo  and
      Lim, Teabin  and
      Ahn, Eungyeol  and
      Kim, Jungwhan  and
      Hong, Seunghyeok  and
      Song, Youngsook",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.528/",
    pages = "10863--10886",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{dang-ngo-2026-selective,
    title = "Selective Steering: Norm-Preserving Control Through Discriminative Layer Selection",
    author = "Dang, Quy-Anh  and
      Ngo, Chris",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.529/",
    pages = "10887--10910",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{van-der-goot-2026-bytes,
    title = "From Bytes to Subwords: Challenges of Input Representations in {NLP}",
    author = "Van Der Goot, Rob",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.530/",
    pages = "10911--10919",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{brasoveanu-dotlacil-2026-learnability,
    title = "The Learnability of Model-Theoretic Interpretation Functions in Artificial Neural Networks",
    author = "Brasoveanu, Adrian  and
      Dotlacil, Jakub",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.531/",
    pages = "10920--10949",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cheng-etal-2026-mechanistic,
    title = "A Mechanistic Perspective and Difficulty Metric for Unlearning",
    author = "Cheng, Jiali  and
      Chen, Ziheng  and
      Agarwal, Chirag  and
      Amiri, Hadi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.532/",
    pages = "10950--10964",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xin-etal-2026-ucs,
    title = "{UCS}: Estimating Unseen Coverage for Improved In-Context Learning",
    author = "Xin, Jiayi  and
      Li, Xiang  and
      Qiang, Evan  and
      He, Weiqing  and
      Shang, Tianqi  and
      Su, Weijie J  and
      Long, Qi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.533/",
    pages = "10965--10981",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{raj-etal-2026-talent,
    title = "Talent or Luck? Evaluating Attribution Bias in Large Language Models",
    author = "Raj, Chahat  and
      Banerjee, Mahika  and
      Pan, Jinhao  and
      Caliskan, Aylin  and
      Anastasopoulos, Antonios  and
      Zhu, Ziwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.534/",
    pages = "10982--11014",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-uncertainty-quantification,
    title = "Uncertainty Quantification of Large Language Models through Multiple Uncertainty Sources",
    author = "Chen, Tiejin  and
      Liu, Xiaoou  and
      Da, Longchao  and
      Chen, Jia  and
      Papalexakis, Evangelos E.  and
      Wei, Hua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.535/",
    pages = "11015--11029",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lin-etal-2026-dual,
    title = "Dual Hierarchical Dialogue Policy Learning for Legal Inquisitive Conversational Agents",
    author = "Lin, Xubo  and
      Deng, Zezhi  and
      Wang, Shihao  and
      Yang, Grace Hui  and
      Deng, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.536/",
    pages = "11030--11047",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{choi-etal-2026-b,
    title = "[b] = [d] - [t] + [p]: Self-supervised Speech Models Discover Phonological Vector Arithmetic",
    author = "Choi, Kwanghee  and
      Yeo, Eunjung  and
      Cho, Cheol Jun  and
      Harwath, David  and
      Mortensen, David R.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.537/",
    pages = "11048--11069",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{bajpai-etal-2026-waking,
    title = "Waking Up Blind: Cold-Start Optimization of Supervision-Free Agentic Trajectories for Grounded Visual Perception",
    author = "Bajpai, Ashutosh  and
      Majumder, Tamal  and
      Nambi, Akshay  and
      Chakraborty, Tanmoy",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.538/",
    pages = "11070--11093",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yu-etal-2026-spatial,
    title = "Spatial-{RAG}: Spatial Retrieval Augmented Generation for Real-World Geospatial Reasoning Questions",
    author = "Yu, Dazhou  and
      Bao, Riyang  and
      Ning, Ruiyu  and
      Peng, Jinghong  and
      Mai, Gengchen  and
      Zhao, Liang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.539/",
    pages = "11094--11112",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tran-etal-2026-program,
    title = "Program Structure-aware Language Models: Targeted Software Testing beyond Textual Semantics",
    author = "Tran, Khang  and
      Nguyen, Khoa  and
      Borcea, Cristian  and
      Phan, Hai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.540/",
    pages = "11113--11126",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jiang-etal-2026-reasoning,
    title = "Reasoning for Hierarchical Text Classification: The Case of Patents",
    author = "Jiang, Lekang  and
      Sun, Wenjun  and
      Goetz, Stefan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.541/",
    pages = "11127--11142",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jiao-sun-2026-shijing,
    title = "From Shijing to {E}nglish and {G}erman: Resources and Evaluation for {LLM} Translation of Early {C}hinese Poetry",
    author = "Jiao, Ying  and
      Sun, Meng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.542/",
    pages = "11143--11162",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kholmovaia-etal-2026-one,
    title = "One Mask to Rule Them All: On Hidden Facts after Editing and How to Find Them",
    author = "Kholmovaia, Ali  and
      Youssef, Paul  and
      Schoots, Nandi  and
      Seifert, Christin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.543/",
    pages = "11163--11181",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-analysing,
    title = "Analysing the Safety Pitfalls of Steering Vectors",
    author = "Li, Yuxiao  and
      Fastowski, Alina  and
      Zaradoukas, Efstratios  and
      Prenkaj, Bardh  and
      Kasneci, Gjergji",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.544/",
    pages = "11182--11204",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jullien-etal-2026-compartmentalised,
    title = "Compartmentalised Agentic Reasoning for Clinical {NLI}",
    author = "Jullien, Mael  and
      Freitas, Andre  and
      Valentino, Marco  and
      Xu, Lei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.545/",
    pages = "11205--11233",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-rag,
    title = "{RAG} or Learning? Understanding the Limits of {LLM} Adaptation under Continuous Knowledge Drift in the Real World",
    author = "Liu, Hanbing  and
      Cao, Lang  and
      Li, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.546/",
    pages = "11234--11252",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{he-etal-2026-content,
    title = "Content Fuzzing for Escaping Information Cocoons on Digital Social Media",
    author = "He, Yifeng  and
      Tang, Ziye  and
      Chen, Hao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.547/",
    pages = "11253--11271",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-knowledgeberg,
    title = "{K}nowledge{B}erg: Evaluating Systematic Knowledge Coverage and Compositional Reasoning in Large Language Models",
    author = "Zhang, Xiao  and
      Meng, Qianru  and
      Chen, Yongjian  and
      Wang, Yumeng  and
      Bos, Johan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.548/",
    pages = "11272--11286",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhu-etal-2026-hybrid,
    title = "Hybrid Self-evolving Structured Memory for Computer-Use Agents",
    author = "Zhu, Sibo  and
      WU, Wenyi  and
      Zhou, Kun  and
      Wang, Stephen  and
      Huang, Biwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.549/",
    pages = "11287--11304",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{khorramrouz-levy-2026-characterizing,
    title = "Characterizing Selective Refusal Bias in Large Language Models",
    author = "Khorramrouz, Adel  and
      Levy, Sharon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.550/",
    pages = "11305--11326",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hwang-etal-2026-infusing,
    title = "Infusing Theory of Mind into Socially Intelligent {LLM} Agents",
    author = "Hwang, EunJeong  and
      Yin, Yuwei  and
      Carenini, Giuseppe  and
      West, Peter  and
      Shwartz, Vered",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.551/",
    pages = "11327--11360",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{noh-song-2026-babylms,
    title = "Do {B}aby{LM}s Wanna Learn Wanna Contraction? On the Learnability without Language-Specific Bias",
    author = "Noh, Kangsan  and
      Song, Sanghoun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.552/",
    pages = "11361--11372",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-opengenalign,
    title = "{O}pen{G}en{A}lign: A Preference Dataset and Benchmark for Trustworthy Reward Modeling in Open-Ended, Long-Context Generation",
    author = "Zhang, Hanning  and
      Song, Juntong  and
      Zhu, Juno  and
      Wu, Yuanhao  and
      Zhang, Tong  and
      Niu, Cheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.553/",
    pages = "11373--11392",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{nursal-mitchell-2026-understanding,
    title = "Understanding {LLM}s' summarization capabilities: an analysis of biomedical abstract and lay summary generation",
    author = "Nursal, Batuhan  and
      Mitchell, Cassie S.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.554/",
    pages = "11393--11417",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jing-etal-2026-fifa,
    title = "{FIFA}: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation",
    author = "Jing, Liqiang  and
      Lai, Viet Dac  and
      Yoon, Seunghyun  and
      Bui, Trung  and
      Du, Xinya",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.555/",
    pages = "11418--11456",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liang-etal-2026-rlhs,
    title = "{RLHS}: Mitigating Misalignment in {RLHF} with Hindsight Simulation",
    author = "Liang, Kaiqu  and
      Hu, Haimin  and
      Liu, Ryan  and
      Griffiths, Thomas L.  and
      Fisac, Jaime Fern{\textbackslash}'andez",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.556/",
    pages = "11457--11483",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shabat-etal-2026-propaganda,
    title = "Propaganda Signals in {LLM}s: Perspectival Divergence and Narrative Framing in the {R}ussia-{U}kraine War",
    author = "Shabat, Ofir  and
      Guy, Ido  and
      Radinsky, Kira",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.557/",
    pages = "11484--11501",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zarch-etal-2026-delta,
    title = "{DELTA}: Dynamic Layer-Aware Token Attention for Efficient Long-Context Reasoning",
    author = "Zarch, Hossein Entezari  and
      Gao, Lei  and
      Jiang, Chaoyi  and
      Annavaram, Murali",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.558/",
    pages = "11502--11518",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jin-etal-2026-lantern,
    title = "{LANTERN} in the Event Stream: Training-Free Temporal Knowledge Graph Forecasting by Balancing Inertia and Shifts",
    author = "Jin, Chengyuan  and
      Chang, Ao  and
      Zeng, Daojian  and
      Teng, Wenhao  and
      Liao, Xiangwen  and
      Liu, Kang  and
      Zhao, Jun  and
      Chen, Yubo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.559/",
    pages = "11519--11533",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hassan-etal-2026-large,
    title = "Large Language Models for {IT} Automation Tasks: Are We There Yet?",
    author = "Hassan, Md. Mahadi  and
      Salvador, John  and
      Rahman, Akond Ashfaque Ur  and
      Karmaker, Santu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.560/",
    pages = "11534--11573",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-follow,
    title = "Follow the Path: Reasoning over Knowledge Graph Paths to Improve Large Language Model Factuality",
    author = "Zhang, Mike  and
      Bjerva, Johannes  and
      Biswas, Russa",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.561/",
    pages = "11574--11590",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-time,
    title = "Time-{RA}: Towards Time Series Reasoning for Anomaly Diagnosis with {LLM} Feedback",
    author = "Yang, Yiyuan  and
      Liu, Zichuan  and
      Song, Lei  and
      Ying, Kai  and
      Wang, Stephen  and
      Bamford, Joshua Thomas  and
      Vyetrenko, Svitlana  and
      Bian, Jiang  and
      Wen, Qingsong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.562/",
    pages = "11591--11616",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ma-etal-2026-ground,
    title = "Ground Then Rank: Revisiting Knowledge-Based {VQA} with Training-Free Entity Identification",
    author = "Ma, Qian  and
      Wu, Qiong  and
      Zhou, Zhengyi  and
      Ma, Yao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.563/",
    pages = "11617--11635",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gowda-miller-2026-non,
    title = "Non-invasive electromyographic speech neuroprosthesis: a geometric perspective",
    author = "Gowda, Harshavardhana T  and
      Miller, Lee M.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.564/",
    pages = "11636--11650",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{pan-etal-2026-context,
    title = "Context Attribution with Multi-Armed Bandit Optimization",
    author = "Pan, Deng  and
      Murugesan, Keerthiram  and
      Hua, Ting  and
      Moniz, Nuno  and
      Chawla, Nitesh V.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.565/",
    pages = "11651--11662",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-peering,
    title = "Peering Behind the Shield: Guardrail Identification in Large Language Models",
    author = "Yang, Ziqing  and
      Wu, Yixin  and
      Wen, Rui  and
      Backes, Michael  and
      Zhang, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.566/",
    pages = "11663--11676",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-wildsci,
    title = "{W}ild{S}ci: Advancing Scientific Reasoning from In-the-Wild Literature",
    author = "Liu, Tengxiao  and
      Nathani, Deepak  and
      Li, Zekun  and
      Yang, Kevin  and
      Wang, William Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.567/",
    pages = "11677--11695",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-webdart,
    title = "{W}eb{DART}: Dynamic Decomposition and Re-planning for Complex Web Tasks",
    author = "Yang, Jingbo  and
      Hou, Bairu  and
      Wei, Wei  and
      Chang, Shiyu  and
      Bao, Yujia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.568/",
    pages = "11696--11715",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{aghakhani-rezapour-2026-like,
    title = "Like a Therapist, But Not: {R}eddit Narratives of {AI} in Mental Health Contexts",
    author = "Aghakhani, Elham  and
      Rezapour, Rezvaneh",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.569/",
    pages = "11716--11736",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{peng-etal-2026-voicestar,
    title = "{V}oice{S}tar: Robust Zero-Shot Autoregressive {TTS} with Duration Control and Extrapolation",
    author = "Peng, Puyuan  and
      Zheng, Zhisheng  and
      Li, Shang-Wen  and
      Mohamed, Abdelrahman  and
      Harwath, David",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.570/",
    pages = "11737--11754",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jahara-etal-2026-evaluating,
    title = "Evaluating Implicit Biases in {LLM} Reasoning through Logic Grid Puzzles",
    author = "Jahara, Fatima  and
      Dredze, Mark  and
      Levy, Sharon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.571/",
    pages = "11755--11780",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-inferpilot,
    title = "{I}nfer{P}ilot: Autonomous Inference Attacks Against {ML} Services With {LLM}-Based Agents",
    author = "Wu, Yixin  and
      Wen, Rui  and
      Cui, Chi  and
      Backes, Michael  and
      Zhang, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.572/",
    pages = "11781--11801",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ma-etal-2026-mederrbench,
    title = "{M}ed{E}rr{B}ench: A Fine-Grained Multilingual Benchmark for Medical Error Detection and Correction with Clinical Expert Annotations",
    author = "Ma, Congbo  and
      Zhang, Yichun  and
      Al-Jazzazi, Yousef  and
      Foisal, Ahamed  and
      Sharma, Laasya  and
      Sadqi, Yousra  and
      Saleh, Khaled  and
      Mallat, Jihad  and
      Shamout, Farah E.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.573/",
    pages = "11802--11827",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-metascale,
    title = "{M}eta{S}cale: Test-Time Scaling with Evolving Meta-Thoughts",
    author = "Liu, Qin  and
      Zhou, Wenxuan  and
      Xu, Nan  and
      Huang, James Y.  and
      Wang, Fei  and
      Zhang, Sheng  and
      Poon, Hoifung  and
      Chen, Muhao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.574/",
    pages = "11828--11842",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sullivan-etal-2026-arab,
    title = "{A}rab Voices: Mapping Standard and Dialectal {A}rabic Speech Technology",
    author = "Sullivan, Peter  and
      Elmadany, AbdelRahim A.  and
      Inciarte, Alcides Alcoba  and
      Abdul-Mageed, Muhammad",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.575/",
    pages = "11843--11878",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shi-etal-2026-coda,
    title = "{C}o{DA}: Restoring Contextual Dominance via Copy-Encouraged Attention Intervention for Mitigating {RAG} Hallucinations",
    author = "Shi, JinWei  and
      Xie, Qizhuo  and
      Hou, Qianzi  and
      Wang, Zhipeng  and
      Su, Wanting  and
      Zhao, Jianhua  and
      Zheng, Tao  and
      He, Tieke",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.576/",
    pages = "11879--11892",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-causaldetox,
    title = "{C}ausal{D}etox: Causal Head Selection and Intervention for Language Model Detoxification",
    author = "Wang, Yian  and
      Chen, Yuen  and
      Goyal, Agam  and
      Sundaram, Hari",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.577/",
    pages = "11893--11914",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-commonsense,
    title = "Commonsense Knowledge with Negation: A Resource to Enhance Negation Understanding",
    author = "Wang, Zijie  and
      Rezaei, MohammadHossein  and
      Rashid, Farzana  and
      Blanco, Eduardo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.578/",
    pages = "11915--11934",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{song-etal-2026-p,
    title = "{P}-{Q}u{ASAR}: A Unified Probabilistic Framework for Holistic Patent Quality Assessment and Refinement",
    author = "Song, Xinyuan  and
      Ni, Ziyi  and
      Yang, Fred  and
      Zhang, Bo  and
      Wang, Yijin  and
      Zhang, Jane",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.579/",
    pages = "11935--11951",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hashimoto-etal-2026-heard,
    title = "From Heard to Lived Opinions: Simulating Opinion Dynamics with Grounded {LLM} Agents in Economic Environments",
    author = "Hashimoto, Ryuji  and
      Kaneko, Masahiro  and
      Takata, Ryosuke  and
      Takayanagi, Takehiro  and
      Izumi, Kiyoshi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.580/",
    pages = "11952--11964",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-hisa,
    title = "{H}i{SA}: Hierarchical State Abstraction for Scalable {GUI} Agents",
    author = "Li, Weiming  and
      Paik, Hye-young  and
      Sui, Yulei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.581/",
    pages = "11965--11985",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ying-etal-2026-securewebarena,
    title = "{S}ecure{W}eb{A}rena: A Holistic Security Evaluation Benchmark for {LVLM}-based Web Agents",
    author = "Ying, Zonghao  and
      Shao, Yangguang  and
      Gan, Jianle  and
      Xu, Gan  and
      Zhang, Wenxin  and
      Zou, Quanchen  and
      Shi, Junzheng  and
      Yin, Zhenfei  and
      Zhang, Mingchuan  and
      Liu, Aishan  and
      Liu, Xianglong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.582/",
    pages = "11986--11998",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{giannetti-etal-2026-mechanics,
    title = "The Mechanics of Interference: Defusing Distractors in {RAG} via Sparse Autoencoder Interventions",
    author = "Giannetti, Christian  and
      Trappolini, Giovanni  and
      Tonellotto, Nicola  and
      Silvestri, Fabrizio  and
      Lio, Pietro",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.583/",
    pages = "11999--12007",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-grounding,
    title = "Grounding Agent Memory in Contextual Intent",
    author = "Yang, Ruozhen  and
      Jiang, Yucheng  and
      Jiang, Yueqi  and
      Kargupta, Priyanka  and
      Zhang, Yunyi  and
      Han, Jiawei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.584/",
    pages = "12008--12042",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{dash-etal-2026-persona,
    title = "Persona-Assigned Large Language Models Exhibit Human-Like Motivated Reasoning",
    author = "Dash, Saloni  and
      Reymond, Am{\textbackslash}'elie  and
      Spiro, Emma  and
      Caliskan, Aylin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.585/",
    pages = "12043--12069",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-generalizable,
    title = "Generalizable {LLM} Learning of Graph Synthetic Data with Post-training Alignment",
    author = "Zhang, Yizhuo  and
      Wang, Heng  and
      Feng, Shangbin  and
      Tan, Zhaoxuan  and
      Liu, Xinyun  and
      Tsvetkov, Yulia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.586/",
    pages = "12070--12091",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-distilling,
    title = "Distilling the Essence: Efficient Reasoning Distillation via Sequence Truncation",
    author = "Chen, Wei-Rui  and
      Kothapalli, Vignesh  and
      Fatahibaarzi, Ata  and
      Sang, Hejian  and
      Tang, Shao  and
      Song, Qingquan  and
      Wang, Zhipeng  and
      Abdul-Mageed, Muhammad",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.587/",
    pages = "12092--12122",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yan-etal-2026-beyond-cross,
    title = "Beyond Cross-Modal Alignment: Measuring and Leveraging Modality Gap in Vision-Language Models",
    author = "Yan, Hanqi  and
      Cui, Xiangxiang  and
      Yin, Lu  and
      Gu, Jindong  and
      Liang, Paul Pu  and
      He, Yulan  and
      Wang, Yifei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.588/",
    pages = "12123--12138",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{feng-etal-2026-data,
    title = "Data Swarms: Optimizable Generation of Synthetic Evaluation Data",
    author = "Feng, Shangbin  and
      Wang, Yike  and
      Shi, Weijia  and
      Tsvetkov, Yulia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.589/",
    pages = "12139--12157",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shi-etal-2026-concept,
    title = "Concept rather than Document: Context Compression via {AMR}-based Conceptual Entropy",
    author = "Shi, Kaize  and
      Sun, Xueyao  and
      Tao, Xiaohui  and
      Li, Lin  and
      Lin, Qika  and
      Xu, Guandong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.590/",
    pages = "12158--12173",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhu-etal-2026-llms,
    title = "Can {LLM}s Understand the Impact of Trauma? Costs and Benefits of {LLM}s Coding the Interviews of Firearm Violence Survivors",
    author = "Zhu, Jessica H  and
      Stringfield, Shayla  and
      Zaprosyan, Vahe  and
      Wagner, Michael  and
      Cukier, Michel  and
      Richardson, Joseph",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.591/",
    pages = "12174--12192",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-dont-know,
    title = "``{I} Don{'}t Know What to Say'': A Fact-Filling Questionnaire Method to Help Non-Experts Talk to {L}egal{AI} Assistant",
    author = "Huang, Yuting  and
      Wu, Yiquan  and
      Guo, Meitong  and
      Li, Ang  and
      Liu, Xiaozhong  and
      Yin, Keting  and
      Wu, Fei  and
      Kuang, Kun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.592/",
    pages = "12193--12210",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{joy-shatabda-2026-bnmmlu,
    title = "{B}n{MMLU}: Measuring Massive Multitask Language Understanding in {B}engali",
    author = "Joy, Saman Sarker  and
      Shatabda, Swakkhar",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.593/",
    pages = "12211--12230",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tachioka-2026-diagnosing,
    title = "Diagnosing {LLM}s via Information Spectrum Analysis: Tail Behavior and the Effects of Side Information",
    author = "Tachioka, Yuuki",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.594/",
    pages = "12231--12253",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shen-etal-2026-scaling,
    title = "Scaling Collaborative Effort with Agents",
    author = "Shen, Shannon Zejiang  and
      Chen, Valerie  and
      Gu, Ken  and
      Ross, Alexis  and
      Ma, Zixian  and
      Ross, Jillian  and
      Gu, Alex  and
      Si, Chenglei  and
      Chi, Wayne  and
      Peng, Andi  and
      Shen, Jocelyn J  and
      Talwalkar, Ameet  and
      Wu, Tongshuang  and
      Sontag, David",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.595/",
    pages = "12254--12271",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-criticsearch,
    title = "{C}ritic{S}earch: Fine-Grained Credit Assignment for Search Agents via a Retrospective Critic",
    author = "Zhang, Yaocheng  and
      Huang, Haohuan  and
      Song, Zijun  and
      Zhao, Zijie  and
      Zhang, Qichao  and
      Zhu, Yuanheng  and
      Zhao, Dongbin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.596/",
    pages = "12272--12290",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-double,
    title = "Double-Edged Sword or Sharp Tool? Designing and Evaluating Triadic {LLM}-Teacher Collaboration for K-12 Writing at Scale",
    author = "Wang, Canran  and
      Yang, Yuwen  and
      Wang, Zhen  and
      MA, Ming  and
      Yu, Ding  and
      Wang, Chentai  and
      Huang, Keman  and
      Du, Xiaoyong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.597/",
    pages = "12291--12312",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kasnavieh-etal-2026-introlm,
    title = "{I}ntro{LM}: Introspective Language Models via Prefilling-Time Self-Evaluation",
    author = "Kasnavieh, Hossein Hosseini  and
      Haffari, Gholamreza  and
      Leckie, Christopher  and
      Toosi, Adel N.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.598/",
    pages = "12313--12326",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shimizu-etal-2026-herd,
    title = "A Herd of Language Models Makes a Better Zero-shot Annotator for Clinical Named Entity Recognition",
    author = "Shimizu, Seiji  and
      Wakamiya, Shoko  and
      Aramaki, Eiji",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.599/",
    pages = "12327--12344",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-p2p,
    title = "{P}2{P}: A Poison-to-Poison Remedy for Reliable Backdoor Defense in {LLM}s",
    author = "Zhao, Shuai  and
      Wu, Xinyi  and
      Zhao, Shiqian  and
      Wu, Xiaobao  and
      Guo, Zhongliang  and
      Jia, Yanhao  and
      Luu, Anh Tuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.600/",
    pages = "12345--12360",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-learning-temporally,
    title = "Learning Temporally-Aware Sample Weights for Preference Optimization",
    author = "Li, Mengyang  and
      Zhou, Xudong  and
      Zhao, Pinlong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.601/",
    pages = "12361--12377",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-toolprmbench,
    title = "{T}ool{PRMB}ench: Evaluating and Advancing Process Reward Models for Tool-using Agents",
    author = "Li, Dawei  and
      Yao, Yuguang  and
      Tan, Zhen  and
      Liu, Huan  and
      Guo, Ruocheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.602/",
    pages = "12378--12391",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-adapt,
    title = "Adapt to Thrive! Adaptive Power-Mean Policy Optimization for Improved {LLM} Reasoning",
    author = "Huang, Yiming  and
      Shi, Zhenbo  and
      Gao, Shuzheng  and
      Gao, Cuiyun  and
      Han, Peiyi  and
      Liu, Chuanyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.603/",
    pages = "12392--12419",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lang-etal-2026-leaf,
    title = "{LEAF}: Towards Lightweight Explainable Hateful Video Detection via Self-Grounding {C}o{T} Guided Stage-Wise Distillation",
    author = "Lang, Jian  and
      Hong, Rongpei  and
      Zhong, Meihui  and
      Li, Kaiju  and
      Zhong, Ting  and
      Gao, Qiang  and
      Zhou, Fan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.604/",
    pages = "12420--12438",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{song-etal-2026-demma,
    title = "{D}em{MA}: Dementia Multi-Turn Dialogue Agent with Expert-Guided Reasoning and Action Simulation",
    author = "Song, Yutong  and
      Wu, Jiang  and
      Sharif, Kazi Shaharair  and
      Zhang, Pengfei  and
      Huang, Wenjun  and
      Xu, Honghui  and
      Dutt, Nikil  and
      Rahmani, Amir M.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.605/",
    pages = "12439--12470",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-splitthenmerge,
    title = "{S}plit{T}hen{M}erge: Token-Level Skill-Compositional Sparse Mixture-of-Experts for Complex Domain-Specific Tasks",
    author = "Huang, Yuting  and
      Zhang, Jiawen  and
      Wu, Yiquan  and
      Hu, Yinghao  and
      Wu, Fei  and
      Kuang, Kun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.606/",
    pages = "12471--12483",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lan-etal-2026-causal,
    title = "Causal-Audit: Explicit and Auditable Graph-based Reasoning via Target-Aware Causal Chain Construction",
    author = "Lan, Su  and
      Yin, Xuefei  and
      Zhu, Yanming  and
      Liew, Alan Wee-Chung",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.607/",
    pages = "12484--12500",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{han-etal-2026-rads,
    title = "{RADS}: Reinforcement Learning-Based Sample Selection Improves Transfer Learning in Low-resource and Imbalanced Clinical Settings",
    author = "Han, Wei  and
      Iraola, David Martinez  and
      Khanina, Anna  and
      Cavedon, Lawrence  and
      Verspoor, Karin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.608/",
    pages = "12501--12516",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{an-etal-2026-watch,
    title = "Watch Out Your Industrial Copilots: Stealthy Backdoor Attack Against {LLM}-Based {PLC} Code Generation",
    author = "An, Xinyuan  and
      Xiaoxia, Liu  and
      Wang, Dongxia  and
      Xiong, Zhanhang  and
      Wang, Wenhai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.609/",
    pages = "12517--12536",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yaldiz-etal-2026-balancing,
    title = "Balancing Classification and Calibration Performance in Decision-Making {LLM}s via Calibration Aware Reinforcement Learning",
    author = "Yaldiz, Duygu Nur  and
      Spiliopoulou, Evangelia  and
      Qi, Zheng  and
      Varia, Siddharth  and
      Doss, Srikanth  and
      Pappas, Nikolaos",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.610/",
    pages = "12537--12553",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-redefining,
    title = "Redefining Machine Simultaneous Interpretation: From Incremental Translation to Human-Like Strategies",
    author = "Zhang, Qianen  and
      Yang, Zeyu  and
      Nakamura, Satoshi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.611/",
    pages = "12554--12577",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-chunqiutr,
    title = "{C}hun{Q}iu{TR}: Time-Keyed Temporal Retrieval in Classical {C}hinese Annals",
    author = "Wang, Yihao  and
      He, Zijian  and
      Ren, Jie  and
      Wang, Keze",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.612/",
    pages = "12578--12601",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zheng-etal-2026-offside,
    title = "{OFFSIDE}: Benchmarking Unlearning Misinformation in Multimodal Large Language Models",
    author = "Zheng, Hao  and
      Pang, Zirui  and
      Li, Ling  and
      Deng, Zhijie  and
      Pu, Yuhan  and
      Zhu, Zhaowei  and
      Xia, Xiaobo  and
      Wei, Jiaheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.613/",
    pages = "12602--12620",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jin-etal-2026-pedagogybench,
    title = "{P}edagogy{B}ench: A Cognitive-Driven Benchmark for Multimodal Instructional Video Understanding",
    author = "Jin, Xiaokang  and
      Zhu, Jia  and
      Liu, Jingjiang  and
      Shi, Yabing  and
      Guan, Jueqi  and
      Chen, Hao  and
      De Meo, Pasquale",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.614/",
    pages = "12621--12647",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chu-etal-2026-feedeval,
    title = "{F}eed{E}val: Pedagogically Aligned Evaluation of {LLM}-Generated Essay Feedback",
    author = "Chu, SeongYeub  and
      Kim, Jongwoo  and
      Yi, Mun Yong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.615/",
    pages = "12648--12674",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-probing,
    title = "Probing Multimodal Large Language Models on Cognitive Biases in {C}hinese Short-Video Misinformation",
    author = "Huang, Jen-tse  and
      Chen, Chang  and
      Lai, Shiyang  and
      Wang, Wenxuan  and
      Kaufman, Michelle R  and
      Dredze, Mark",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.616/",
    pages = "12675--12696",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ma-etal-2026-emotion,
    title = "Emotion{--}Cause Pair Extraction in Conversations via Semantic Decoupling and Alignment",
    author = "Ma, Tianxiang  and
      Feng, Weijie  and
      Wang, Xinyu  and
      Cheng, Zhiyong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.617/",
    pages = "12697--12711",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{su-etal-2026-failure,
    title = "Failure makes the agent stronger: Enhancing Accuracy through Structured Reflection for Reliable Tool Interactions",
    author = "Su, Junhao  and
      Wan, Yuanliang  and
      Yang, Junwei  and
      Shi, Hengyu  and
      Han, Tianyang  and
      Qiu, Yurui  and
      Luo, Junfeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.618/",
    pages = "12712--12734",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gao-etal-2026-feedback,
    title = "Feedback to Reasoning: {LLM}-Assisted Molecular Optimization with Domain Feedback and Historical Reasoning",
    author = "Gao, Wenhan  and
      Fan, Xiran  and
      Yeh, Chin-Chia Michael  and
      Sun, Jiarui  and
      Chen, Yuzhong  and
      Pan, Menghai  and
      Das, Mahashweta  and
      Liu, Yi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.619/",
    pages = "12735--12754",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gong-etal-2026-iterative,
    title = "Iterative Formalization and Planning in Partially Observable Environments",
    author = "Gong, Liancheng  and
      Zhu, Wang Bill  and
      Thomason, Jesse  and
      Zhang, Li",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.620/",
    pages = "12755--12783",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-structkv,
    title = "{S}truct{KV}: Preserving the Structural Skeleton for Scalable Long-Context Inference",
    author = "Chen, Zhirui  and
      Liu, Peiyang  and
      Shao, Ling",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.621/",
    pages = "12784--12797",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{rakotonirina-etal-2026-correct,
    title = "Correct, Concise and Complete: Multi-stage Training For Adaptive Reasoning",
    author = "Rakotonirina, Nathana{\textbackslash}{''}el Carraz  and
      Pang, Ren  and
      John, Neha Anna  and
      Bohlke-Schneider, Michael  and
      Hardalov, Momchil",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.622/",
    pages = "12798--12810",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lyu-etal-2026-pace,
    title = "At Your Own {PACE}: A Causal Framework for Evaluating {EQ} in {LLM}s",
    author = "Lyu, Lei  and
      Wang, Shengling  and
      Chao, Ke  and
      Wei, Yichao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.623/",
    pages = "12811--12826",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-identifying,
    title = "Identifying Collective Intelligence Factor in {LLM} Agent Groups for Generalizable Multi-Agent System Design",
    author = "Zhou, Zhilun  and
      Liu, Zihan  and
      Liu, Jiahe  and
      Wang, Yihan  and
      Shao, Qingyu  and
      Xu, Fengli  and
      Jin, Depeng  and
      Li, Yong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.624/",
    pages = "12827--12842",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ban-ji-2026-rethinking,
    title = "Rethinking Parameter Sharing for {LLM} Fine-Tuning with Multiple {L}o{RA}s",
    author = "Ban, Hao  and
      Ji, Kaiyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.625/",
    pages = "12843--12863",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yuan-etal-2026-shorten,
    title = "Shorten After You{'}re Right: Lazy Length Penalties for Reasoning {RL}",
    author = "Yuan, Danlong  and
      Xie, Tian  and
      Huang, Shaohan  and
      Zhang, Huishuai  and
      Gong, Zhuocheng  and
      Luo, Chong  and
      Wei, Furu  and
      Zhao, Dongyan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.626/",
    pages = "12864--12877",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zheng-etal-2026-meddcr,
    title = "{M}ed{DCR}: Learning to Design Agentic Workflows for Medical Coding",
    author = "Zheng, Jiyang  and
      Nassar, Islam  and
      Vu, Thanh  and
      Zhong, Xu  and
      Lin, Yang  and
      Liu, Tongliang  and
      Duong, Long  and
      Li, Yuan-Fang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.627/",
    pages = "12878--12893",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-tokenpenalty,
    title = "{T}oken{P}enalty: Alleviating Attention Sinks and Positional Decay in {LVLM}s",
    author = "Zhang, Xiaofeng  and
      Zhu, Yuanchao  and
      Zhao, Qiyan  and
      Yuan, Xiaosong  and
      Cao, Jiawei  and
      Chen, Xuhang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.628/",
    pages = "12894--12906",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liang-etal-2026-beyond,
    title = "Beyond Screenshots: Evaluating {VLM}s' Understanding of {UI} Animations",
    author = "Liang, Chen  and
      Jiang, Xirui  and
      Deng, Naihao  and
      Adar, Eytan  and
      Guo, Anhong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.629/",
    pages = "12907--12927",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ye-etal-2026-memweaver,
    title = "{M}em{W}eaver: Weaving Hybrid Memories for Traceable Long-Horizon Agentic Reasoning",
    author = "Ye, Juexiang  and
      Li, Xue  and
      Xinyu, Yang  and
      Huang, Chengkai  and
      Nie, Lanshun  and
      Yao, Lina  and
      Zhan, Dechen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.630/",
    pages = "12928--12956",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-mimesis,
    title = "From Mimesis to Metamorphosis: Evolving {VLM} Judges via In-Context Comparing and Knowledge Internalization",
    author = "Wang, Juntuo  and
      Qiao, Yuming  and
      Yang, Yifan  and
      Yuan, Lunxi  and
      Luo, Liang  and
      Meng, Dan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.631/",
    pages = "12957--12971",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-generative,
    title = "Generative Text-to-Image Retrieval via Hierarchical Identifiers and Semantic Internalization",
    author = "Huang, Jie  and
      Wang, Junjie  and
      Liao, Xin  and
      Jiang, Ziyou  and
      Wang, Wenshuo  and
      Li, Shoubin  and
      Wang, Qing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.632/",
    pages = "12972--12986",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-bridging,
    title = "Bridging Reasoning and Action: Hybrid {LLM}{--}{RL} Framework for Efficient Cross-Domain Task-Oriented Dialogue",
    author = "Zhao, Yangyang  and
      Dai, Linfan  and
      Cai, Li  and
      Xing, Bowen  and
      Qin, Libo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.633/",
    pages = "12987--13003",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shi-etal-2026-judgeagent,
    title = "{J}udge{A}gent: Beyond Static Benchmarks for Knowledge-Driven and Dynamic {LLM} Evaluation",
    author = "Shi, Zhichao  and
      Jiang, Xuhui  and
      Xu, Chengjin  and
      Yao, Cangli  and
      Ma, Shengjie  and
      Shen, Yinghan  and
      Li, Zixuan  and
      Guo, Jian  and
      Wang, Yuanzhuo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.634/",
    pages = "13004--13030",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-etal-2026-retrieve,
    title = "Retrieve Only Relevant Tables Whether Few or Many: Adaptive Table Retrieval Method",
    author = "Kim, Taehee  and
      Yang, Seungbin  and
      Kim, Jihwan  and
      Choo, Jaegul",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.635/",
    pages = "13031--13054",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zeng-etal-2026-code,
    title = "Code-Switching Information Retrieval: Benchmarks, Analysis, and the Limits of Current Retrievers",
    author = "Zeng, Qingcheng  and
      Lu, Yuheng  and
      Zhou, Zeqi  and
      Qi, Heli  and
      Yu, Puxuan  and
      Zhao, Fuheng  and
      Yanaka, Hitomi  and
      Xuan, Weihao  and
      Yokoya, Naoto",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.636/",
    pages = "13055--13071",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-webuncertainty,
    title = "{W}eb{U}ncertainty: Dual-Level Uncertainty Driven Planning and Reasoning For Autonomous Web Agent",
    author = "Zhang, Lingfeng  and
      Sun, Yongan  and
      Hu, Jinpeng  and
      Ma, Hui  and
      Yang, Ying  and
      Liu, Kuien  and
      Shi, Zenglin  and
      Wang, Meng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.637/",
    pages = "13072--13082",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cao-etal-2026-multi,
    title = "Multi-Faceted Self-Consistent Preference Alignment for Query Rewriting in Conversational Search",
    author = "Cao, Zhiyu  and
      Li, Peifeng  and
      Zhu, Qiaoming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.638/",
    pages = "13083--13100",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yu-etal-2026-cognet,
    title = "{C}og{N}et-{KG}: Empowering Tutoring Dialogues with a Cognitively-Structured Knowledge Graph for {STEM} Learning",
    author = "Yu, Ding  and
      Lu, Yu  and
      Li, Tengju  and
      Xiong, Shasha  and
      Yu, Shengquan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.639/",
    pages = "13101--13121",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-128k,
    title = "From 128{K} to 4{M}: Efficient Training of Ultra-Long Context Large Language Models",
    author = "Xu, Chejian  and
      Ping, Wei  and
      Xu, Peng  and
      Liu, Zihan  and
      Wang, Boxin  and
      Shoeybi, Mohammad  and
      Li, Bo  and
      Catanzaro, Bryan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.640/",
    pages = "13122--13133",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jang-etal-2026-bad,
    title = "A Few Bad Apples Spoil the Bunch: Preventing Global Entropy Collapse Driven by a Small Set of Tokens in {LLM} Reasoning",
    author = "Jang, Jaeeun  and
      Lee, Hansle  and
      Kim, Sangmin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.641/",
    pages = "13134--13154",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-efficient,
    title = "Efficient Training for Cross-lingual Speech Language Models",
    author = "Zhou, Yan  and
      Fang, Qingkai  and
      Hong, Yun  and
      Feng, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.642/",
    pages = "13155--13167",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jung-jung-2026-empirical,
    title = "Empirical Analysis of Task Mixture Effects in Small-scale Instruction Tuning: A Statistical Approach",
    author = "Jung, Jeesu  and
      Jung, Sangkeun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.643/",
    pages = "13168--13186",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-researchbench,
    title = "{R}esearch{B}ench: Benchmarking {LLM}s in Scientific Discovery via Inspiration-Based Task Decomposition",
    author = "Liu, Yujie  and
      Yang, Zonglin  and
      Xie, Tong  and
      Ni, Jinjie  and
      Gao, Ben  and
      Li, Yuqiang  and
      Tang, Shixiang  and
      Ouyang, Wanli  and
      Cambria, Erik  and
      Zhou, Dongzhan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.644/",
    pages = "13187--13207",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{mu-etal-2026-graphlora,
    title = "{G}raph{L}o{RA}: Structure-Aware Low-Rank Adaptation for Large Language Model Recommendation",
    author = "Mu, Lin  and
      Wang, Guoji  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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.645/",
    pages = "13208--13218",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-spotlight,
    title = "Spotlight and Shadow: Attention-Guided Dual-Anchor Introspective Decoding for {MLLM} Hallucination Mitigation",
    author = "Wu, Yebo  and
      Jin, Han  and
      Guo, Zhijiang  and
      Li, Li",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.646/",
    pages = "13219--13233",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-streammeco,
    title = "{S}tream{M}e{C}o: Long-Term Agent Memory Compression for Efficient Streaming Video Understanding",
    author = "Wang, Junxi  and
      Sun, Te  and
      Zhu, Jiayi  and
      Li, Junxian  and
      Xu, Haowen  and
      Wen, Zichen  and
      Hu, Xuming  and
      li, Zhiyu  and
      Zhang, Linfeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.647/",
    pages = "13234--13251",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-reflective,
    title = "Reflective {RAG}: Self-Evaluation Driven Strategy Optimization in Agentic Retrieval-Augmented Generation",
    author = "Wu, Haiyan  and
      Wang, Chenchen  and
      Sun, Chaoqun  and
      Lu, Chengxiong  and
      Chen, Yan-Hong  and
      Zhang, Zhiqiang  and
      Feng, Xiaoqing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.648/",
    pages = "13252--13267",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sui-etal-2026-meta,
    title = "Meta-Reasoner: Dynamic Guidance for Optimized Inference-time Reasoning in Large Language Models",
    author = "Sui, Yuan  and
      He, Yufei  and
      Cao, Tri  and
      Han, Sophia Simeng  and
      Chen, Yulin  and
      Hooi, Bryan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.649/",
    pages = "13268--13286",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-polynomial,
    title = "Polynomial Expansion Rank Adaptation: Enhancing Low-Rank Fine-Tuning with High-Order Interactions",
    author = "Zhang, Wenhao  and
      Mu, Lin  and
      Ni, Li  and
      Jin, Peiquan  and
      Zhang, Yiwen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.650/",
    pages = "13287--13303",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-efficient,
    title = "Efficient Test-Time Scaling via Temporal Reasoning Aggregation",
    author = "Li, Jiakun  and
      He, Xingwei  and
      Li, Kefan  and
      Chai, Hongzheng  and
      Yu, Hongyue  and
      Yuan, Yuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.651/",
    pages = "13304--13318",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ding-etal-2026-survey,
    title = "A Survey on {MLLM}-based Visually Rich Document Understanding: Methods, Challenges, and Emerging Trends",
    author = "Ding, Yihao  and
      Luo, Siwen  and
      Dai, Yue  and
      Jiang, Yanbei  and
      Li, Zechuan  and
      Sun, Qiang  and
      Martin, Geoffrey  and
      Liu, Wei  and
      Peng, Yifan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.652/",
    pages = "13319--13340",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{minamoto-etal-2026-detecting,
    title = "Detecting Sensitive Personal Information in {J}apanese Pre-Training Corpora for Large Language Models",
    author = "Minamoto, Rei  and
      Oda, Yusuke  and
      Kawahara, Daisuke",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.653/",
    pages = "13341--13354",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-agentic,
    title = "Agentic Episodic Control",
    author = "Yang, Xidong  and
      Li, Wenhao  and
      Sheng, Junjie  and
      Hua, Yun  and
      Chen, Haosheng  and
      Shen, Chuyun  and
      Wang, Xiangfeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.654/",
    pages = "13355--13370",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-trajguard,
    title = "{T}raj{G}uard: Streaming Hidden-state Trajectory Detection for Decoding-time Jailbreak Defense",
    author = "Liu, Cheng  and
      Liu, Xiaolei  and
      Li, Xingyu  and
      Xin, Bangzhou  and
      Ding, Kangyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.655/",
    pages = "13371--13388",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tu-etal-2026-deepprune,
    title = "{D}eep{P}rune: Parallel Scaling without Inter-trace Redundancy",
    author = "Tu, Shangqing  and
      Li, Yaxuan  and
      Bai, Yushi  and
      Hou, Lei  and
      Li, Juanzi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.656/",
    pages = "13389--13403",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{fujinuma-2026-contrastive,
    title = "Contrastive Decoding Mitigates Score Range Bias in {LLM}-as-a-Judge",
    author = "Fujinuma, Yoshinari",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.657/",
    pages = "13404--13418",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yin-etal-2026-contextcheck,
    title = "{C}ontext{C}heck: Sentence-Level Faithfulness Verification with Context-Aware Disambiguation",
    author = "Yin, Yueqin  and
      Li, Yaxi  and
      Liu, Xin  and
      Wang, Xun  and
      Song, Kaiqiang  and
      Ma, Simin  and
      Liu, Shujian  and
      Indurthi, Sathish Reddy  and
      Deng, Haoyun  and
      He, Pengcheng  and
      Zhou, Mingyuan  and
      Wang, Song",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.658/",
    pages = "13419--13468",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{guo-etal-2026-less,
    title = "Less Noise, More Voice: Reinforcement Learning for Reasoning via Instruction Purification",
    author = "Guo, Yiju  and
      Hu, Tianyi  and
      Sun, Zexu  and
      Lin, Yankai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.659/",
    pages = "13469--13482",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zheng-lu-2026-mast,
    title = "{MAST}: A Multi-View Alignment Strategy for Optimal Transport-Based Contrastive Clustering of Short Text",
    author = "Zheng, Zijian  and
      Lu, Yonghe",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.660/",
    pages = "13483--13500",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{she-etal-2026-aica,
    title = "{AICA}-Bench: Holistically Examining the Capabilities of {VLM}s in Affective Image Content Analysis",
    author = "She, Dong  and
      Yao, Xianrong  and
      Chen, Liqun  and
      Yu, Jinghe  and
      Gao, Yang  and
      Jin, Zhanpeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.661/",
    pages = "13501--13528",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yu-etal-2026-need,
    title = "You Only Need One Single Token to Refine Safety Alignment",
    author = "Yu, Wenqian  and
      Chen, Shuo  and
      Li, Zhijiang  and
      Wang, Zhipeng  and
      Gu, Jindong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.662/",
    pages = "13529--13545",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-crisprune,
    title = "{C}ris{P}rune: Combining Contextual Relevance and Intrinsic Saliency for Efficient Visual Token Pruning in {MLLM}s",
    author = "Liu, Ziniu  and
      Zhou, Shuheng  and
      Liu, Mingqing  and
      Deng, Hao  and
      Zhu, Huijia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.663/",
    pages = "13546--13564",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{fang-etal-2026-beyond,
    title = "Beyond Topology: Generative Node Importance Estimation via Structure-Guided Semantic Reasoning",
    author = "Fang, Kuofei  and
      Wu, Siyan  and
      Guo, Yu  and
      Wu, Bin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.664/",
    pages = "13565--13584",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-agtao,
    title = "{AGT}{AO}: Robust and Stabilized {LLM} Unlearning via Adversarial Gating Training with Adaptive Orthogonality",
    author = "Li, Pengyu  and
      Zhang, Lingling  and
      Gao, Zhitao  and
      Wu, Yanrui  and
      Dong, Yuxuan  and
      Liu, Huan  and
      Wei, Bifan  and
      Liu, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.665/",
    pages = "13585--13600",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-llms-meet,
    title = "{LLM}s Meet Isolation Kernel: Lightweight, Learning-free Binary Embeddings for Fast Retrieval",
    author = "Zhang, Zhibo  and
      Xu, Yang  and
      Ting, Kai Ming  and
      Nguyen, Cam-Tu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.666/",
    pages = "13601--13623",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{qin-etal-2026-bolt,
    title = "{BOLT}: Benchmarking Open-World Learning for Text Classification",
    author = "Qin, Chuan  and
      Chen, Xi  and
      Li, Jinpeng  and
      Zhu, Hengshu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.667/",
    pages = "13624--13658",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-mobilebench,
    title = "{M}obile{B}ench-{OL}: A Comprehensive {C}hinese Benchmark for Evaluating Mobile {GUI} Agents in Real-World Environment",
    author = "Wu, Qinzhuo  and
      Yang, Zhizhuo  and
      Li, Hanhao  and
      Gao, Pengzhi  and
      Liu, Wei  and
      Luan, Jian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.668/",
    pages = "13659--13693",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-condenseflow,
    title = "{C}ondense{F}low: Scalable Latent Space Collaboration via Semantic Compression for Multi-Agent Systems",
    author = "Chen, Xiaoyu  and
      Wu, Fengge  and
      Junsuo, Zhao  and
      Fan, Yun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.669/",
    pages = "13694--13712",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-maxs,
    title = "{MAXS}: Meta-Adaptive Exploration with {LLM} Agents",
    author = "Zhang, Jian  and
      Wang, Zhiyuan  and
      Wang, Zhangqi  and
      He, Yu  and
      Luo, Haoran  and
      Yuan, li  and
      Zhang, Lingling  and
      Mao, Rui  and
      Lin, Qika  and
      Liu, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.670/",
    pages = "13713--13731",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jiang-etal-2026-leveraging,
    title = "Leveraging Human and Machine Preferences for Zero-shot Detection of {AI}-Generated Text",
    author = "Jiang, Lei  and
      Wu, Desheng  and
      Zheng, Xiaolong  and
      Luo, Cuicui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.671/",
    pages = "13732--13750",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-meltrim,
    title = "{M}el{T}rim: Coarse-to-Fine Data Pruning for Speech Classification",
    author = "Wang, Shaobo  and
      Niu, Tianle  and
      Ouyang, Xuan  and
      Li, Xintong  and
      Ge, Zhengkun  and
      Min, Yue  and
      Liu, Xiaoqian  and
      Wang, Hankun  and
      Zhang, Linfeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.672/",
    pages = "13751--13765",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jiang-etal-2026-mined,
    title = "{MINED}: Probing and Updating with Multimodal Time-Sensitive Knowledge for Large Multimodal Models",
    author = "Jiang, Kailin  and
      Jiang, Ning  and
      Du, Yuntao  and
      Ren, Yuchen  and
      Li, Yuchen  and
      Gao, Yifan  and
      Bi, Jinhe  and
      Ma, Yunpu  and
      Li, Bin  and
      Liu, Lei  and
      Li, Qing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.673/",
    pages = "13766--13795",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-beyond-output,
    title = "Beyond Output Confidence: Epistemic-Aware Hallucination Detection with Answer-Level Signals",
    author = "Li, Jieran  and
      Hu, Xiuyuan  and
      Zhao, Yang  and
      Sun, Dongbiao  and
      Zhang, Hao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.674/",
    pages = "13796--13806",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-perfcoder,
    title = "{P}erf{C}oder: Large Language Models for Interpretable Code Performance Optimization",
    author = "Yang, Jiuding  and
      Lu, Shengyao  and
      Liu, Hongxuan  and
      Bagi, Shayan Shirahmad Gale  and
      Fazel, Zahra  and
      Czajkowski, Tomasz  and
      Niu, Di",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.675/",
    pages = "13807--13823",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huy-etal-2026-mipic,
    title = "{MIPIC}: Matryoshka Representation Learning via Self-Distilled Intra-Relational and Progressive Information Chaining",
    author = "Huy, Phung Gia  and
      Vu, Hai An  and
      Truong, Minh-Phuc  and
      Tran, Thang Duc  and
      Van, Linh Ngo  and
      Nguyen, Thanh Hong  and
      Le, Trung",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.676/",
    pages = "13824--13838",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shi-etal-2026-discovering,
    title = "Discovering the Gems in Early Layers: Accelerating Long-Context {LLM}s with 1000x Input Token Reduction",
    author = "Shi, Zhenmei  and
      Ming, Yifei  and
      Nguyen, Xuan-Phi  and
      Liang, Yingyu  and
      Joty, Shafiq",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.677/",
    pages = "13839--13857",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-self,
    title = "Self-Reflection Improves Safety of Large Reasoning Models",
    author = "Huang, Qiang  and
      Zhai, Wei  and
      Huang, Feng  and
      Dou, Dejing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.678/",
    pages = "13858--13874",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-wildgraphbench,
    title = "{W}ild{G}raph{B}ench: Benchmarking {G}raph{RAG} with Wild-Source Corpora",
    author = "Wang, Pengyu  and
      Xu, Benfeng  and
      Zhang, Licheng  and
      Wang, Shaohan  and
      Du, Mingxuan  and
      Zhu, Chiwei  and
      Mao, Zhendong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.679/",
    pages = "13875--13890",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-yang-2026-crps,
    title = "{CRPS}: Curriculum Replay via Progressive Suffixes from Successful Trajectories for Long-Horizon {LLM} Agents",
    author = "Zhang, Zijing  and
      Yang, Xiajie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.680/",
    pages = "13891--13904",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{mi-etal-2026-artemis,
    title = "{D}-Artemis: A Deliberative Cognitive Framework for Mobile {GUI} Multi-Agents",
    author = "Mi, Hongze  and
      Feng, Yibo  and
      Lu, WenJie  and
      Wang, Yuqi  and
      Li, Jinyuan  and
      Cao, Song  and
      Cui, He  and
      Tian, Tengfei  and
      Zhang, Xuelin  and
      Luo, Haotian  and
      Sun, Di  and
      Fang, Jun  and
      Chai, Hua  and
      Tan, Naiqiang  and
      Pan, Gang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.681/",
    pages = "13905--13931",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cao-etal-2026-temporal,
    title = "Temporal Flattening in {LLM}-Generated Text: Comparing Human and {LLM} Writing Trajectories",
    author = "Cao, Zhanwei  and
      Go, YeoJin  and
      Hu, Yifan  and
      Sushmita, Shanu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.682/",
    pages = "13932--13956",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-beyond-superficial,
    title = "Beyond Superficial Tests: Adversarial Refinement for Reliable Property-Based Testing",
    author = "Li, Xiao  and
      Liu, Runlin  and
      Zhang, Zhe  and
      Gao, Xiang  and
      Sun, Hailong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.683/",
    pages = "13957--13974",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{dong-etal-2026-faith,
    title = "{FAITH}: Factuality Alignment through Integrating Trustworthiness and Honestness",
    author = "Dong, Xiaoning  and
      Wu, Chengyan  and
      Wen, Yajie  and
      Chen, Yu  and
      Xue, Yun  and
      Jing, Zhang  and
      Xu, Wei  and
      Ma, Bolei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.684/",
    pages = "13975--13994",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-dra,
    title = "{DRA}-{GRPO}: Your {GRPO} Needs to Know Diverse Reasoning Paths for Mathematical Reasoning",
    author = "Chen, Xiwen  and
      Zhu, Wenhui  and
      Qiu, Peijie  and
      Dong, Xuanzhao  and
      Wang, Hao  and
      Wu, Haiyu  and
      Li, Huayu  and
      Sotiras, Aris  and
      Wang, Yalin  and
      Razi, Abolfazl",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.685/",
    pages = "13995--14019",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kong-etal-2026-web,
    title = "Web Fraud Attacks Against {LLM}-Driven Multi-Agent Systems",
    author = "Kong, Dezhang  and
      Peng, Hujin  and
      Zhang, Yilun  and
      Zhao, Lele  and
      Xu, Zhenhua  and
      Lin, Shi  and
      Lin, Changting  and
      Han, Meng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.686/",
    pages = "14020--14034",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{bian-etal-2026-query,
    title = "From Query to Logic: Ontology-Driven Multi-Hop Reasoning in {LLM}s",
    author = "Bian, Haonan  and
      Qi, Yutao  and
      Yang, Rui  and
      Che, Yuanxi  and
      Wang, Jiaqian  and
      Xia, Heming  and
      Zhen, Ranran",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.687/",
    pages = "14035--14051",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jin-etal-2026-audiostealer,
    title = "{A}udio{S}tealer: Extracting Audio Prompts via Shapley Value-Guided Query Search",
    author = "Jin, Yingbin  and
      Du, Xingjian  and
      Luo, Hanjun  and
      Wang, Zihao  and
      Hu, Haibo  and
      Wang, XiaoFeng  and
      Li, Xinfeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.688/",
    pages = "14052--14067",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{si-etal-2026-faithlens,
    title = "{F}aith{L}ens: Detecting and Explaining Faithfulness Hallucination",
    author = "Si, Shuzheng  and
      Wang, Qingyi  and
      Zhao, Haozhe  and
      Bai, Yuzhuo  and
      Chen, Guanqiao  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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.689/",
    pages = "14068--14099",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xie-etal-2026-escaping,
    title = "Escaping the Sisyphus Dilemma: Experience Replay for Robust Text-to-Optimization Modeling",
    author = "Xie, Wantong  and
      Chen, Yinghao  and
      Hu, Yi-Xiang  and
      Wu, Feng  and
      Xu, Jieyang  and
      Zhang, Sijia  and
      Li, Xiangyang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.690/",
    pages = "14100--14116",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hou-etal-2026-toward,
    title = "Toward Automated Robustness Evaluation of Mathematical Reasoning",
    author = "Hou, Yutao  and
      Xiao, Zeguan  and
      Yu, Fei  and
      Jiang, Yihan  and
      Shuguang, Ma  and
      Dai, Zhaoqian  and
      Huang, Hailiang  and
      Chen, Yun  and
      Chen, Guanhua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.691/",
    pages = "14117--14139",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yuan-etal-2026-simulating,
    title = "Simulating Crisis Cognition: A Computational Framework for Hypothesis Generation in Crisis Communication",
    author = "Yuan, Changsen  and
      Zhou, Yanghao  and
      Feng, Chong  and
      Shi, Ge",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.692/",
    pages = "14140--14148",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-medscore,
    title = "{M}ed{S}core: Generalizable Factuality Evaluation of Open-ended Long-form Medical Answers by Domain-adapted Claim Decomposition and Verification",
    author = "Huang, Heyuan  and
      DeLucia, Alexandra  and
      Tiyyala, Vijay Murari  and
      Dredze, Mark",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.693/",
    pages = "14149--14180",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hou-etal-2026-finsafetybench,
    title = "{F}in{S}afety{B}ench: Evaluating {LLM} Safety in Real-World Financial Scenarios",
    author = "Hou, Yutao  and
      Jiang, Yihan  and
      Xie, Yuhan  and
      Yang, Jian  and
      Zhang, Liwen  and
      Huang, Hailiang  and
      Chen, Guanhua  and
      Chen, Yun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.694/",
    pages = "14181--14208",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hu-etal-2026-optimizing,
    title = "Optimizing Native Sparse Attention with Latent Attention and Local Global Alternating Strategies",
    author = "Hu, Yuxuan  and
      Tan, Jianchao  and
      Zhang, Jiaqi  and
      Zan, Wen  and
      Sun, Pingwei  and
      Lu, Yifan  and
      Cai, Xunliang  and
      Zhang, Jing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.695/",
    pages = "14209--14220",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gu-etal-2026-brief,
    title = "{BRIEF}-Pro: Universal Context Compression with Short-to-Long Synthesis for Fast and Accurate Multi-Hop Reasoning",
    author = "Gu, Jia-Chen  and
      Zhang, Junyi  and
      Wu, Di  and
      Li, Yuankai  and
      Chang, Kai-Wei  and
      Peng, Nanyun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.696/",
    pages = "14221--14241",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{luo-etal-2026-o1,
    title = "O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning",
    author = "Luo, Haotian  and
      He, Haiying  and
      Wang, Yibo  and
      Liu, Shiwei  and
      Li, Wei  and
      Cao, Xiaochun  and
      Tao, Dacheng  and
      Tan, Naiqiang  and
      Shen, Li",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.697/",
    pages = "14242--14257",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{fan-etal-2026-one,
    title = "One Agent to Serve All: a Lite-Adaptive Stylized {AI} Assistant for Millions of Multi-Style Official Accounts",
    author = "Fan, Xingyu  and
      Feifei, Li  and
      Wenhui, Que  and
      Li, Hailong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.698/",
    pages = "14258--14275",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{feng-etal-2026-savoir,
    title = "{SAVOIR}: Learning Social Savoir-Faire via Shapley-based Reward Attribution",
    author = "Feng, Xiachong  and
      Jiang, Yi  and
      Feng, Xiaocheng  and
      Yin, Deyi  and
      Qin, Libo  and
      Ye, Yangfan  and
      Huang, Lei  and
      Ma, Weitao  and
      Gu, Yuxuan  and
      Qin, Chonghan  and
      Qin, Bing  and
      Kong, Lingpeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.699/",
    pages = "14276--14290",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{qi-etal-2026-language,
    title = "Language-Coupled Reinforcement Learning for Multilingual Retrieval-Augmented Generation",
    author = "Qi, Rui  and
      Mo, Fengran  and
      Chen, Yufeng  and
      Zhang, Xue  and
      Wang, Shuo  and
      Li, Hongliang  and
      Jinan, Xu  and
      Jiang, Meng  and
      Nie, Jian-Yun  and
      Huang, Kaiyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.700/",
    pages = "14291--14310",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{guida-etal-2026-article,
    title = "Article and Comment Frames Shape the Quality of Online Comments",
    author = "Guida, Matteo  and
      Otmakhova, Yulia  and
      Hovy, Eduard  and
      Frermann, Lea",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.701/",
    pages = "14311--14326",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-li-2026-lad,
    title = "{LAD}: Learning Advantage Distribution for Reasoning",
    author = "Li, Wendi  and
      Li, Sharon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.702/",
    pages = "14327--14348",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{bian-etal-2026-realmem,
    title = "{R}eal{M}em: Benchmarking {LLM}s in Real-World Memory-Driven Interaction",
    author = "Bian, Haonan  and
      Yao, Zhiyuan  and
      Hu, Sen  and
      Xu, Zishan  and
      Zhang, Shaolei  and
      Guo, Yifu  and
      Yang, Ziliang  and
      Han, Xueran  and
      Wang, Huacan  and
      Chen, Ronghao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.703/",
    pages = "14349--14365",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-afmrl,
    title = "{AFMRL}: Attribute-Enhanced Fine-Grained Multi-Modal Representation Learning in {E}-commerce",
    author = "Zhang, Biao  and
      Chen, Lixin  and
      Zhang, Bin  and
      Zongwei, Wang  and
      Liu, Tong  and
      Zheng, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.704/",
    pages = "14366--14379",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hu-etal-2026-safer,
    title = "{SAFER}: A Controllable Safeguard for {LLM}s against Backdoor Attacks",
    author = "Hu, Zirui  and
      Zhang, Zheng  and
      Wang, Yingjie  and
      Tao, Dacheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.705/",
    pages = "14380--14398",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-rift,
    title = "{RIFT}: Repurposing Negative Samples via Reward-Informed Fine-Tuning",
    author = "Liu, Zehua  and
      Liu, Shuqi  and
      Zhong, Tao  and
      Yuan, Mingxuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.706/",
    pages = "14399--14415",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-lepo,
    title = "{LEPO}: Latent Reasoning Policy Optimization for Large Language Models",
    author = "Zhou, Yuyan  and
      Yu, Jiarui  and
      Dong, Hande  and
      Hao, Zhezheng  and
      Wang, Hong  and
      Zhang, Jianqing  and
      Lin, Qiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.707/",
    pages = "14416--14427",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{na-etal-2026-never,
    title = "You Never Know a Person, You Only Know Their Defenses: Detecting Levels of Psychological Defense Mechanisms in Supportive Conversations",
    author = "Na, Hongbin  and
      Wang, Zimu  and
      Chen, Zhaoming  and
      Zhou, Peilin  and
      Hua, Yining  and
      Zhou, Grace Ziqi  and
      Zhang, Haiyang  and
      Shen, Tao  and
      Wang, Wei  and
      Torous, John  and
      Ji, Shaoxiong  and
      Chen, Ling",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.708/",
    pages = "14428--14448",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-beyond-length,
    title = "Beyond Length Scaling: Synergizing Breadth and Depth for Generative Reward Models",
    author = "Zhang, Qiyuan  and
      Wang, Yufei  and
      Wu, Tianhe  and
      Xu, Can  and
      Sun, Qingfeng  and
      Zheng, Kai  and
      Liu, Xue  and
      Ma, Chen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.709/",
    pages = "14449--14469",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hao-etal-2026-pushing,
    title = "Pushing the Limits of {LLM} Tool Calling via Experiential Knowledge Integration and Activation",
    author = "Hao, Yupu  and
      Jin, Zhuoran  and
      Liao, Huanxuan  and
      Liu, Kang  and
      Zhao, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.710/",
    pages = "14470--14497",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-efficient-transformer,
    title = "Efficient Transformer Parameter Reuse via Zero-Token Mechanism",
    author = "Li, Guanghao  and
      Jiang, Wenhao  and
      Shen, Li  and
      Tang, Ming  and
      Yuan, Chun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.711/",
    pages = "14498--14515",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ye-etal-2026-x1,
    title = "x1: Learning to Think Adaptively Across Languages and Cultures",
    author = "Ye, Yangfan  and
      Feng, Xiaocheng  and
      Feng, Xiachong  and
      Huang, Yichong  and
      Yuan, Zekun  and
      Huang, Lei  and
      Ma, Weitao  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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.712/",
    pages = "14516--14533",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xiao-etal-2026-towards,
    title = "Towards Bridging the Reward-Generation Gap in Direct Alignment Algorithms",
    author = "Xiao, Zeguan  and
      Chen, Yun  and
      Yang, Jian  and
      Chen, Guanhua  and
      Tang, Ke",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.713/",
    pages = "14534--14548",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-fable,
    title = "{FABLE}: Fine-grained Fact Anchoring for Unstructured Model Editing",
    author = "Wang, Peng  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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.714/",
    pages = "14549--14567",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-sop,
    title = "{SOP}-Maze: Evaluating Large Language Models on Complicated Business Standard Operating Procedures",
    author = "Wang, Jiaming  and
      Tang, Zhe  and
      Jin, Zehao  and
      Chen, Hefei  and
      Jin, Yilin  and
      Ding, Peng  and
      Li, Xiaoyu  and
      Cao, Xuezhi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.715/",
    pages = "14568--14588",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kong-etal-2026-malurlbench,
    title = "{M}al{URLB}ench: A Benchmark Evaluating Agents' Vulnerabilities When Processing Web {URL}s",
    author = "Kong, Dezhang  and
      Wu, Zhuxi  and
      Liu, Shiqi  and
      Tan, ZhiCheng  and
      Lu, Kuichen  and
      Li, Minghao  and
      Liu, Qichen  and
      Chu, Shengyu  and
      Xu, Zhenhua  and
      Liu, Xuan  and
      Han, Meng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.716/",
    pages = "14589--14601",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xiao-etal-2026-representation,
    title = "Representation-Guided Parameter-Efficient {LLM} Unlearning",
    author = "Xiao, Zeguan  and
      Mo, Lang  and
      Chen, Yun  and
      Yang, Lei  and
      Zhao, Jiehui  and
      Yang, Lili  and
      Chen, Guanhua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.717/",
    pages = "14602--14616",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tang-etal-2026-lpo,
    title = "{LPO}: Towards Accurate {GUI} Agent Interaction via Location Preference Optimization",
    author = "Tang, Jiaqi  and
      Xia, Yu  and
      Wu, Yi-Feng  and
      Hu, Yuwei  and
      Yuhui, Chen  and
      Chen, Qing-Guo  and
      Xu, Xiaogang  and
      Wu, Xiangyu  and
      LU, Hao  and
      Ma, Yanqing  and
      Lu, Shiyin  and
      Chen, Qifeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.718/",
    pages = "14617--14628",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{su-etal-2026-mistake,
    title = "Mistake Notebook Learning: Batch-Clustered Failures for Training-Free Agent Adaptation",
    author = "Su, Xuanbo  and
      Zhang, Yingfang  and
      Luo, Hao  and
      Liu, Xiaoteng  and
      Huang, Leo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.719/",
    pages = "14629--14645",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-large,
    title = "Large-Scale Multimodal Knowledge Graph about Classical {C}hinese Poetry: Fine-grained Method and Comprehensive Evaluation",
    author = "Wang, Shuo  and
      Zhu, Qing  and
      Xiao, Yang  and
      Lei, Minglong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.720/",
    pages = "14646--14669",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sun-etal-2026-multicodeattack,
    title = "{M}ulti{C}ode{A}ttack: Iterative Jailbreak Attacking on {LLM}s with Multi-Code Prompt Injection",
    author = "Sun, Weifeng  and
      Yan, Meng  and
      Yang, Zhou  and
      Chen, Yuchen  and
      Sun, Song  and
      Lo, David",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.721/",
    pages = "14670--14690",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-samem,
    title = "{SAM}em: State-Aware Memory as a Fine-Grained Memory for {LLM} Agents in Decision-Making",
    author = "Wang, Tong  and
      Xu, Pei  and
      Cao, Shiyue  and
      Yang, Likun  and
      Li, Daipeng  and
      Jiao, Jianbin  and
      Huang, Kaiqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.722/",
    pages = "14691--14710",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-learning-translate,
    title = "Learning to Translate by Translating: Stabilizing the Dual Loop via Semantic-Aware Self-Evolution",
    author = "Liu, Kui  and
      Yin, Mingming  and
      Tang, Zuoli  and
      Li, Zihao  and
      Fu, Chilin  and
      Zhang, Xiaolu  and
      Zhou, Jun  and
      Zou, Lixin  and
      Li, Chenliang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.723/",
    pages = "14711--14726",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{fang-etal-2026-allocate,
    title = "How to Allocate, How to Learn? Dynamic Rollout Allocation and Advantage Modulation for Policy Optimization",
    author = "Fang, Yangyi  and
      Lin, Jiaye  and
      Fu, Xiaoliang  and
      Qin, Cong  and
      Shi, Haolin  and
      Hu, Chaowen  and
      Pan, Lu  and
      Zeng, Ke  and
      Cai, Xunliang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.724/",
    pages = "14727--14744",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-meeseeks,
    title = "Meeseeks: A Feedback-Driven, Iterative Self-Correction Benchmark evaluating {LLM}s' Instruction Following Capability",
    author = "Wang, Jiaming  and
      Zhao, Yunke  and
      Ding, Peng  and
      Kuang, Jun  and
      Shen, Yibin  and
      Tang, Zhe  and
      Jin, Yilin  and
      Wang, ZongYu  and
      Li, Xiaoyu  and
      Cao, Xuezhi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.725/",
    pages = "14745--14773",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-hsuga,
    title = "{HSUGA}: {LLM}-Enhanced Recommendation with Hierarchical Semantic Understanding and Group-Aware Alignment",
    author = "Li, Guorui  and
      Liu, Dugang  and
      Li, Lei  and
      Tang, Xing  and
      Ming, Zhong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.726/",
    pages = "14774--14788",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-agenticeval,
    title = "{A}gentic{E}val: Toward Agentic and Self-Evolving Safety Evaluation of Large Language Models",
    author = "Wang, Yixu  and
      Wang, Xin  and
      Yao, Yang  and
      Li, Xinyuan  and
      Yang, Xibang  and
      Teng, Yan  and
      Ma, Xingjun  and
      Wang, Yingchun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.727/",
    pages = "14789--14808",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-alphaedit,
    title = "{A}lpha{E}dit+: Model Editing in the Presence of Conflicting and Inconsistent Knowledge",
    author = "Liu, Qing  and
      Zhang, Jianhao  and
      Wu, Ou  and
      Ng, Michael  and
      Du, Yi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.728/",
    pages = "14809--14835",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tang-etal-2026-spatiotemporal,
    title = "Spatiotemporal Sycophancy: Negation-Based Gaslighting in Video Large Language Models",
    author = "Tang, Ziyao  and
      Jiao, Pengkun  and
      Zhu, Bin  and
      Qi, Huiyan  and
      Chen, Jingjing  and
      Jiang, Yu-Gang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.729/",
    pages = "14836--14852",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wenxuan-etal-2026-freechunker,
    title = "{F}ree{C}hunker: A Cross-Granularity Chunking Framework",
    author = "Wenxuan, Zhang  and
      Jiang, Yuan-Hao  and
      Cao, Yang  and
      Wu, Yonghe",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.730/",
    pages = "14853--14865",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jiao-etal-2026-invocation,
    title = "Invocation Refiner: A Plug-and-Play Module for Rectifying {LLM} Tool Invocations",
    author = "Jiao, Qirui  and
      Jiao, Dian  and
      Du, Nan  and
      Shen, Ying  and
      Lin, Liang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.731/",
    pages = "14866--14898",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-govig,
    title = "{G}o{V}i{G}: Goal-Conditioned Visual Navigation Instruction Generation via Multimodal Reasoning",
    author = "Wu, Fengyi  and
      Dong, Yifei  and
      Dai, Yilong  and
      Chen, Guangyu  and
      Wu, Qifeng  and
      Huang, Huiting  and
      Wang, Hang  and
      Dai, Qi  and
      Hauptmann, Alexander G  and
      Cheng, Zhi-Qi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.732/",
    pages = "14899--14920",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-temporal-contrastive,
    title = "Temporal Contrastive Decoding: A Training-Free Method for Large Audio-Language Models",
    author = "Li, Yanda  and
      Liu, Yuhan  and
      Song, Zirui  and
      Wei, Yunchao  and
      Tak{\textbackslash}'a{\textbackslash}v{\{}c{\}}, Martin  and
      Lahlou, Salem",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.733/",
    pages = "14921--14934",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{heddaya-etal-2026-internalization,
    title = "When Internalization Fails: Finding Better Targets for Reasoning Compression",
    author = "Heddaya, Mourad  and
      Roberts, Manley  and
      Wadhawan, Rohan  and
      Tan, Chenhao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.734/",
    pages = "14935--14946",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yoo-etal-2026-patentmind,
    title = "{P}atent{M}ind: A Multi-Aspect Reasoning Graph for Patent Similarity Evaluation",
    author = "Yoo, Yongmin  and
      Xu, Qiongkai  and
      Cao, Longbing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.735/",
    pages = "14947--14964",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yuan-etal-2026-memsearcher,
    title = "{M}em{S}earcher: Iterative Memory Integration for Search Agent via End-to-End Reinforcement Learning",
    author = "Yuan, Qianhao  and
      Lou, Jie  and
      Li, Zichao  and
      Chen, Jiawei  and
      Lu, Yaojie  and
      Lin, Hongyu  and
      Sun, Le  and
      Zhang, Debing  and
      Han, Xianpei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.736/",
    pages = "14965--14977",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{su-etal-2026-copa,
    title = "{C}o{PA}: Benchmarking Personalized Question Answering with Data-Informed Cognitive Factors",
    author = "Su, Hang  and
      Liu, Zequn  and
      Hu, Chen  and
      Lu, Xuesong  and
      Xia, Yingce  and
      Zhen, Liu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.737/",
    pages = "14978--15007",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-rap,
    title = "{RAP}-{ID}: Mechanistic Prompt Injection Detection via Impostor Behavior Analysis",
    author = "Yang, Yuchen  and
      Peng, Lei  and
      He, Yujie  and
      yu, Yang  and
      Wu, Zhongxin  and
      Shi, Yanlei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.738/",
    pages = "15008--15019",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{long-etal-2026-safety,
    title = "When Safety Alignment Fails to Generalize: Probing with Language Game Jailbreaks",
    author = "Long, Zewen  and
      Peng, Yu  and
      Dong, Fangming  and
      Li, Congyi  and
      Guan, Xingmao  and
      Wu, Shu  and
      Chen, Kai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.739/",
    pages = "15020--15037",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-self,
    title = "Self-{E}mo{Q}: {P}lutchik-Guided Value-based Planning to Drive Streaming Emotional {TTS}",
    author = "Zhao, Yue  and
      Li, Hongyan  and
      Chen, Yong  and
      Ji, Luo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.740/",
    pages = "15038--15055",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-scaling-need,
    title = "Scaling is Not All You Need: Clinical-Oriented Reinforcement Learning Makes Parameter-Efficient Clinical Reasoning",
    author = "Liu, Chi  and
      Shu, Yan  and
      Chen, Mengzhuo  and
      Piao, Hongming  and
      Duan, Zhijian  and
      Li, Derek  and
      Dai, Bryan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.741/",
    pages = "15056--15068",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xiang-etal-2026-need,
    title = "Do We Need Distinct Representations for Every Speech Token? Unveiling and Exploiting Redundancy in Large Speech Language Models",
    author = "Xiang, Bajian  and
      Guo, Tingwei  and
      Chen, Xuan  and
      Han, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.742/",
    pages = "15069--15087",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lan-etal-2026-table,
    title = "Table-as-Search: Agentic Information Seeking is Table Completion",
    author = "Lan, Tian  and
      Henry, Felix  and
      Zhu, Bin  and
      Jia, Qianghuai  and
      Ren, Junyang  and
      PU, Qihang  and
      Li, Haijun  and
      Wang, Longyue  and
      Xu, Zhao  and
      Luo, Weihua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.743/",
    pages = "15088--15107",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-minos,
    title = "Minos: A Multimodal Evaluation Model for Bidirectional Generation Between Image and Text",
    author = "Zhang, Junzhe  and
      Zhang, Huixuan  and
      Hu, Xinyu  and
      Lin, Li  and
      Gao, Mingqi  and
      Qiu, Shi  and
      Wan, Xiaojun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.744/",
    pages = "15108--15132",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jiang-etal-2026-global,
    title = "Global Context or Local Detail? Adaptive Visual Grounding for Hallucination Mitigation",
    author = "Jiang, Yubo  and
      Yang, Xin  and
      Wuerkaixi, Abudukelimu  and
      Yuan, Zheming  and
      Cheng, Xuxin  and
      Liu, Cao  and
      Zeng, Ke  and
      Xie, Fengying  and
      Jiang, Zhiguo  and
      Zhang, Haopeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.745/",
    pages = "15133--15152",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-fintoolsyn,
    title = "{F}in{T}ool{S}yn: A forward synthesis Framework for Financial Tool-Use Dialogue Data with Dynamic Tool Retrieval",
    author = "Huang, Caishuang  and
      Qiao, Yang  and
      Zhang, Rongyu  and
      Ye, Junjie  and
      Lu, Pu  and
      Wuwenxi  and
      Zhou, Meng  and
      Du, Xiku  and
      Zhang, Qi  and
      Gui, Tao  and
      Huang, Xuanjing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.746/",
    pages = "15153--15196",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{song-etal-2026-fake,
    title = "From Fake to Real: Mitigating Out-of-Distribution Bias in In-Context Learning via Feedback Supervision from Large Language Models",
    author = "Song, Rui  and
      Li, Yingji  and
      Li, Jian  and
      Giunchiglia, Fausto  and
      Xu, Hao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.747/",
    pages = "15197--15213",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lyu-etal-2026-revealing,
    title = "Revealing and Enhancing Core Visual Regions: Harnessing Internal Attention Dynamics for Hallucination Mitigation in {LVLM}s",
    author = "Lyu, Guangtao  and
      Liu, Qi  and
      Xu, Chenghao  and
      Yan, Jiexi  and
      Yang, Muli  and
      Li, Xueting  and
      Fang, Fen  and
      Deng, Cheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.748/",
    pages = "15214--15230",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-chain,
    title = "Is Chain-of-Thought Reasoning of {LLM}s a Mirage? A Data Distribution Lens",
    author = "Zhao, Chengshuai  and
      Tan, Zhen  and
      Ma, Pingchuan  and
      Li, Dawei  and
      Jiang, Bohan  and
      Wang, Yancheng  and
      Yang, Yingzhen  and
      Liu, Huan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.749/",
    pages = "15231--15261",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-windowsworld,
    title = "{W}indows{W}orld: A Process-Centric Benchmark of Autonomous {GUI} Agents in Professional Cross-Application Environments",
    author = "Li, Jinchao  and
      li, Yunxin  and
      Zhao, Chenrui  and
      Xu, Zhenran  and
      Hu, Baotian  and
      Zhang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.750/",
    pages = "15262--15280",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sun-etal-2026-edu,
    title = "{EDU}-{CIRCUIT}-{HW}: Evaluating Multimodal Large Language Models on Real-World University-Level {STEM} Student Handwritten Solutions",
    author = "Sun, Weiyu  and
      Chen, Liangliang  and
      Cai, Yongnuo  and
      Xie, Huiru  and
      Zeng, Yi  and
      Zhang, Ying",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.751/",
    pages = "15281--15314",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-factors,
    title = "What Factors Affect {LLM}s and {RLLM}s in Financial Question Answering?",
    author = "Wang, Peng  and
      Hu, Xuesi  and
      Wu, Jiageng  and
      Zou, Yuntao  and
      Zhang, Qiancheng  and
      Li, Dagang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.752/",
    pages = "15315--15327",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{so-etal-2026-superficial,
    title = "Superficial Success vs. Internal Breakdown: An Empirical Study of Generalization in Adaptive Multi-Agent Systems",
    author = "So, Namyeong  and
      Jang, Seokgyu  and
      Kim, Taeuk",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.753/",
    pages = "15328--15354",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-d2,
    title = "D$^2$-{RAG}: Dual-Decision Retrieval-Augmented Generation via Multi-Dimensional Uncertainty and Utility-Aware Decoding",
    author = "Zhang, Jinshuo  and
      Zhou, Xiaoding  and
      Zhang, Weiyu  and
      Chen, Guoqiang  and
      Lian, Ying  and
      Meng, Xiaoyang  and
      Chen, Yonghe  and
      Guan, Hongjiao  and
      Si, Jiasheng  and
      Lu, Wenpeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.754/",
    pages = "15355--15382",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-profit,
    title = "{P}ro{F}it: Leveraging High-Value Signals in {SFT} via Probability-Guided Token Selection",
    author = "Liu, Tao  and
      Wu, Taiqiang  and
      Yang, Runming  and
      Sun, Shaoning  and
      Wang, Junjie  and
      Yang, Yujiu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.755/",
    pages = "15383--15401",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-disastqa,
    title = "{D}isast{QA}: A Comprehensive Benchmark for Evaluating Question Answering in Disaster Management",
    author = "Chen, Zhitong  and
      Yin, Kai  and
      Dong, Xiangjue  and
      Liu, Chengkai  and
      Li, Xiangpeng  and
      Li, Bo  and
      Ma, Junwei  and
      Xiao, Yiming  and
      Mostafavi, Ali  and
      Caverlee, James",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.756/",
    pages = "15402--15427",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-tags,
    title = "{TAGS}: A Test-Time Generalist{--}Specialist Framework with Retrieval-Augmented Reasoning and Verification",
    author = "Wu, Jianghao  and
      Tang, Feilong  and
      Li, Yulong  and
      Hu, Ming  and
      Xue, Haochen  and
      Jameel, Shoaib  and
      Ge, Zongyuan  and
      Xie, Yutong  and
      Razzak, Imran",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.757/",
    pages = "15428--15445",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yeh-li-2026-retrieved,
    title = "How Retrieved Context Shapes Internal Representations in {RAG}",
    author = "Yeh, Samuel  and
      Li, Sharon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.758/",
    pages = "15446--15468",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tian-etal-2026-tabularmath,
    title = "{T}abular{M}ath: Understanding Math Reasoning over Tables with Large Language Models",
    author = "Tian, Shi-Yu  and
      Zhou, Zhi  and
      Dong, Wei  and
      Yu, Kun-Yang  and
      Yang, Ming  and
      Cheng, Zi-Jian  and
      Guo, Lan-Zhe  and
      Li, Yu-Feng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.759/",
    pages = "15469--15498",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-seek,
    title = "Seek-and-Solve: Benchmarking {MLLM}s for Visual Clue-Driven Reasoning in Daily Scenarios",
    author = "Li, Xiaomin  and
      Wang, Tala  and
      Zhong, Zichen  and
      Zhang, Ying  and
      Zheng, Zirui  and
      Isobe, Takashi  and
      Li, Dezhuang  and
      Lu, Huchuan  and
      He, You  and
      Jia, Xu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.760/",
    pages = "15499--15517",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-structured,
    title = "Structured and Abstractive Reasoning on Multi-modal Relational Knowledge Images",
    author = "Zhang, Yichi  and
      Chen, Zhuo  and
      Guo, Lingbing  and
      Zhang, Wen  and
      Chen, Huajun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.761/",
    pages = "15518--15540",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{di-etal-2026-code,
    title = "Code Reffix: A Benchmark for Reflection-Guided Code Repair with Large Language Models",
    author = "Di, Zaiyuan  and
      Chen, Jianting  and
      Yang, Yunxiao  and
      Gao, Xiaoying  and
      Yang, Li  and
      Wang, Zhihao  and
      Xiang, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.762/",
    pages = "15541--15561",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ge-etal-2026-protocycle,
    title = "{P}roto{C}ycle: Reflective Tool-Augmented Planning for Text-Guided Protein Design",
    author = "Ge, Yutang  and
      Zhao, Guojiang  and
      Li, Sihang  and
      Cheng, Zheng  and
      Zhao, Zifeng  and
      Xia, Hanchen  and
      Ke, Guolin  and
      Zhang, Linfeng  and
      Gao, Zhifeng  and
      Wang, Yu Guang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.763/",
    pages = "15562--15586",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ke-etal-2026-sec,
    title = "{SEC}-{F}in{T}ables: Evaluating Large Language Models for Detecting Logical Inconsistencies on Tabular Data",
    author = "Ke, Shuyan  and
      Wu, Qiong  and
      Li, Hui  and
      Cao, Liujuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.764/",
    pages = "15587--15607",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hu-etal-2026-querylink,
    title = "{Q}uery{L}ink: Leveraging Query-Memory Alignment for Long-Term Reasoning in {LLM} Agents",
    author = "Hu, Xuxian  and
      Teng, Zhu  and
      Zhang, Wei  and
      He, Ming  and
      Fan, Jianping",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.765/",
    pages = "15608--15621",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hongwimol-etal-2026-autopkg,
    title = "{A}uto{PKG}: An Automated Framework for Dynamic {E}-commerce Product-Attribute Knowledge Graph Construction",
    author = "Hongwimol, Pollawat  and
      Shang, Haoning  and
      Wang, Chutong  and
      Wan, Zhichao  and
      Gao, Yi  and
      Li, Yuanming  and
      Gui, Lin  and
      Sun, Wenhao  and
      Yu, Cheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.766/",
    pages = "15622--15650",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-benchmarking-llms,
    title = "Benchmarking {LLM}s on Authentic Cases from Medical Journals",
    author = "Liu, Wanlong  and
      Chen, Junying  and
      Yang, Yunjin  and
      Tiwari, Prayag  and
      Chen, Wenyu  and
      Wang, Benyou",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.767/",
    pages = "15651--15675",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-beyond-quantity,
    title = "Beyond Quantity: Trajectory Diversity Scaling for Code Agents",
    author = "Chen, Guhong  and
      Sun, Chenghao  and
      Fu, Cheng  and
      Wang, Qiyao  and
      Huang, Zhihong  and
      Wei, ChaoPeng  and
      Chen, Guangxu  and
      Fang, Feiteng  and
      Argha, Ahmadreza  and
      Zhao, Bing  and
      Xu, Xander  and
      Han, Qi  and
      Alinejad-Rokny, Hamid  and
      Qu, Qiang  and
      Li, Binhua  and
      Ni, Shiwen  and
      Yang, Min  and
      Wei, HU  and
      Li, Yongbin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.768/",
    pages = "15676--15691",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-rethinking-rl,
    title = "Rethinking {RL} Evaluation: Can Benchmarks Truly Reveal Failures of {RL} Methods?",
    author = "Chen, Zihan  and
      Zhang, Yiming  and
      Zhou, Hengguang  and
      Ding, Zenghui  and
      Sun, Yining  and
      Hsieh, Cho-Jui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.769/",
    pages = "15692--15709",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-capedit,
    title = "{C}a{PE}dit: Capability-Preserving Lifelong Knowledge Editing For Language Models",
    author = "Wu, Song-Li  and
      Du, Zhaocheng  and
      Wang, Xianquan  and
      Wang, Jingyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.770/",
    pages = "15710--15752",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xiao-etal-2026-exploring,
    title = "Exploring Layer-wise Information Effectiveness for Post-Training Quantization in Small Language Models",
    author = "Xiao, He  and
      Yang, Qingyao  and
      Xie, Dirui  and
      XU, Wendong  and
      Su, Zunhai  and
      Yang, Runming  and
      Liu, Haobo  and
      Zhou, Wenyong  and
      Liu, Zhengwu  and
      Wong, Ngai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.771/",
    pages = "15753--15764",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hu-etal-2026-eltlm,
    title = "{ELTLM}: Evaluation of Longitudinal Temporal Large Multimodal Models in Clinical Scenarios",
    author = "Hu, Gengyuan  and
      Liu, Haoxiang  and
      Cao, Chenhong  and
      Tan, Shilei  and
      Gong, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.772/",
    pages = "15765--15779",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yu-etal-2026-easy,
    title = "Easy Samples Are All You Need: Self-Evolving {LLM}s via Data-Efficient Reinforcement Learning",
    author = "Yu, Zhiyin  and
      Zhang, Bo  and
      Hou, Qibin  and
      Wu, Zhonghai  and
      Luo, Xiao  and
      Bai, Lei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.773/",
    pages = "15780--15795",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhong-etal-2026-collaborative,
    title = "Collaborative Multi-Agent Scripts Generation for Enhancing Imperfect-Information Reasoning in Murder Mystery Games",
    author = "Zhong, Keyang  and
      Xie, Junlin  and
      Wu, Hefeng  and
      Li, Haofeng  and
      Li, Guanbin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.774/",
    pages = "15796--15819",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lim-yang-2026-picture,
    title = "A Picture is Worth a Thousand Words? An Empirical Study of Aggregation Strategies for Visual Financial Document Retrieval",
    author = "Lim, Ho Hung  and
      Yang, Yi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.775/",
    pages = "15820--15829",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-toolcpt,
    title = "{T}ool{CPT}: Improving Tool Utilization in {LLM} Agents via Continuous Pre-training",
    author = "Yang, Yifan  and
      Lu, Jinghui  and
      Evadeng  and
      Yang, Ao  and
      Yu, Peijie  and
      YU, TingHao  and
      Zhang, Feng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.776/",
    pages = "15830--15856",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{park-etal-2026-universal,
    title = "A Universal Avoidance Method for Diverse Multi-branch Generation",
    author = "Park, Kyeongman  and
      Jhang, Minha  and
      Jung, Kyomin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.777/",
    pages = "15857--15870",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-centaurta,
    title = "{C}entaur{TA}: A Self-Improving Human-Agents Collaboration Framework for Thematic Analysis",
    author = "Wang, Lei  and
      Huang, Min  and
      Dragut, Eduard",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.778/",
    pages = "15871--15884",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-balancing,
    title = "Balancing Fidelity and Plasticity: Aligning Mixed-Precision Fine-Tuning with Linguistic Hierarchies",
    author = "Zhou, Changhai  and
      Zhang, Shiyang  and
      Zhou, Yuhua  and
      Gao, Jun  and
      Qiao, Qian  and
      Weng, Shichao  and
      Zhang, Weizhong  and
      Jin, Cheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.779/",
    pages = "15885--15896",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{guo-etal-2026-script,
    title = "From Script to Stage: Automating Experimental Design for Social Simulations with {LLM}s",
    author = "Guo, Yuwei  and
      Zhao, Zihan  and
      Liu, Xiaowei  and
      Yu, Xiangning  and
      Ma, Qun  and
      Zhou, Deyu  and
      Xue, Xiao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.780/",
    pages = "15897--15916",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{feng-etal-2026-generative,
    title = "Generative Giants, Retrieval Weaklings: Why do Multimodal Large Language Models Fail at Multimodal Retrieval?",
    author = "Feng, Hengyi  and
      Sheng, Zeang  and
      Qiang, Meiyi  and
      Li, Yang  and
      Zhang, Wentao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.781/",
    pages = "15917--15933",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-learning-extract,
    title = "Learning to Extract Rational Evidence via Reinforcement Learning for Retrieval-Augmented Generation",
    author = "Zhao, Xinping  and
      Huang, Shouzheng  and
      Zhong, Yan  and
      Hu, Xinshuo  and
      Zhang, Meishan  and
      Hu, Baotian  and
      Zhang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.782/",
    pages = "15934--15956",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{qiu-etal-2026-tree,
    title = "Tree-Notebook: A Context-Aware Agent with Tree Search and Entropy-Aware Data Shadow for Interactive Data Science",
    author = "Qiu, Junkun  and
      Huang, Min  and
      Miao, Qinghai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.783/",
    pages = "15957--15970",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shangguan-etal-2026-resource,
    title = "Resource-Limited Joint Multimodal Sentiment Reasoning and Classification via Chain-of-Thought Enhancement and Distillation",
    author = "Shangguan, Haonan  and
      Yang, Xiaocui  and
      Feng, Shi  and
      Wang, Daling  and
      Zhang, Yifei  and
      Ren, Feiliang  and
      Yu, Ge",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.784/",
    pages = "15971--15986",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-agentic,
    title = "Agentic-{R}: Learning to Retrieve for Agentic Search",
    author = "Liu, Wenhan  and
      Ma, Xinyu  and
      Zhu, Yutao  and
      Li, Yuchen  and
      Shi, Daiting  and
      Yin, Dawei  and
      Dou, Zhicheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.785/",
    pages = "15987--16005",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-jailmeter,
    title = "{J}ail{M}eter: An Evidence-Based Evaluation Framework for Jailbreak Attacks on Large Language Models",
    author = "Huang, Qingjia  and
      Zhang, Jingyu  and
      Wu, Jianguo  and
      Li, Yakai  and
      Zhang, Weijuan  and
      Rong, Yankai  and
      Yao, Junyi  and
      Zhang, Shengzhi  and
      Jia, Xiaoqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.786/",
    pages = "16006--16029",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-dataseer,
    title = "{D}ata{S}eer: A Manager-Centric Collaborative Multi-Agent Framework with Multi-Branch Reasoning for Automated Insight Discovery",
    author = "Liu, Suchen  and
      Song, Yuanfeng  and
      Gao, Jun  and
      Chen, Xing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.787/",
    pages = "16030--16058",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{qian-kang-2026-penny,
    title = "``Penny Wise, Pixel Foolish'': Bypassing Price Constraints in Multimodal Agents via Visual Adversarial Perturbations",
    author = "Qian, Jiachen  and
      Kang, Zhaolu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.788/",
    pages = "16059--16073",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-beyond-individual,
    title = "Beyond the Individual: Virtualizing Multi-Disciplinary Reasoning for Clinical Intake via Collaborative Agents",
    author = "Chen, Huangwei  and
      Li, Wu  and
      Jia, Junhao  and
      Chen, Yining  and
      Pang, Xiaotao  and
      Chen, Ya-Long  and
      Gonghui, Li  and
      Wang, Haishuai  and
      Bu, Jiajun  and
      Wu, Lei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.789/",
    pages = "16074--16101",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{he-etal-2026-swe,
    title = "{SWE}-{S}wiss: A Multi-Task Fine-Tuning and {RL} Recipe for High-Performance Issue Resolution",
    author = "He, Zhenyu  and
      Yang, Qingping  and
      Shen, Wei  and
      Zhong, Xiaojian  and
      Zhang, Kechi  and
      An, Chenxin  and
      Shi, Wenlei  and
      Cai, Tianle  and
      He, Di  and
      Chen, Jiaze  and
      Xu, Jingjing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.790/",
    pages = "16102--16114",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{feng-etal-2026-backdooragent,
    title = "{B}ackdoor{A}gent: A Unified Framework for Backdoor Attacks on {LLM}-based Agents",
    author = "Feng, Yunhao  and
      Li, Yige  and
      Wu, Yutao  and
      Tan, Yingshui  and
      Guo, Yanming  and
      Ding, Yifan  and
      Zhai, Kun  and
      Ma, Xingjun  and
      Jiang, Yu-Gang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.791/",
    pages = "16115--16127",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zheng-etal-2026-dkme,
    title = "{DKME}: Rethinking Coupled Knowledge Memory for Lifelong Model Editing of Large Language Models",
    author = "Zheng, Guanyu  and
      Zhenyu, Wang  and
      Tingting, He  and
      Wang, Xv  and
      Wang, Haochang  and
      Huang, Yaokai  and
      Zhao, Tiejun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.792/",
    pages = "16128--16150",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{fan-etal-2026-self,
    title = "Self-Awareness before Action: Mitigating Logical Inertia via Proactive Cognitive Awareness",
    author = "Fan, Fulong  and
      Liu, Peilin  and
      FengZhe, Liu  and
      Yang, Shuyan  and
      Yan, Gang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.793/",
    pages = "16151--16162",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{han-etal-2026-mubench,
    title = "{M}u{B}ench: Assessment of Multilingual Capabilities of Large Language Models Across 61 Languages",
    author = "Han, Wenhan  and
      Zhang, Yifan  and
      Chen, Zhixun  and
      Binbinliu  and
      Pechenizkiy, Mykola  and
      Fang, Meng  and
      Zheng, Yin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.794/",
    pages = "16163--16192",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-liu-2026-prefrag,
    title = "{P}ref{RAG}: Correcting Semantic Errors in Auto-Formalization for Logical Reasoning with Program Preference {RAG}",
    author = "Zhou, Yuyin  and
      Liu, Yongmei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.795/",
    pages = "16193--16208",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-loopcoder,
    title = "{L}oop{C}oder: Scaling Code Intelligence via Looped Language Models",
    author = "Yang, Jian  and
      Zhang, Wei  and
      Guo, Shuyue  and
      LI, Yizhi  and
      Chai, Linzheng  and
      Ye, Zhengmao  and
      Liu, Shukai  and
      Song, Yuyang  and
      Wu, Jiajun  and
      Liu, Che  and
      Zheng, Tianyu  and
      Wu, Siwei  and
      L, Leo  and
      Ma, Xudong  and
      Hao, Chuan  and
      Tao, Ran  and
      Xing, Yan  and
      Wang, Jianzhou  and
      Tang, Mingjie  and
      Liu, Aishan  and
      Li, Zhoujun  and
      Liu, Xianglong  and
      Lv, Weifeng  and
      Dai, Bryan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.796/",
    pages = "16209--16223",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-temptool,
    title = "{T}emp{T}ool-R1: Tool-Augmented Reinforcement Learning for Temporal Knowledge Graph Question Answering",
    author = "Huang, Zicheng  and
      Tong, Yajuan  and
      Tu, Xinhui  and
      He, Tingting",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.797/",
    pages = "16224--16241",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-lightweight,
    title = "Lightweight Haar Wavelet Subband Pruning for {LLM}s",
    author = "Li, Jiang  and
      Cao, Pengfei  and
      Zhou, Chenxi  and
      Lan, Tian  and
      Su, Xiangdong  and
      Liu, Kang  and
      Zhao, Jun  and
      Gao, Guanglai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.798/",
    pages = "16242--16259",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-prompt,
    title = "Prompt-R1: Collaborative Automatic Prompting Framework via End-to-end Reinforcement Learning",
    author = "Liu, Wenjin  and
      Luo, Haoran  and
      Lin, Xueyuan  and
      Liu, Haoming  and
      Shen, Tiesunlong  and
      Wang, Jiapu  and
      Mao, Rui  and
      Cambria, Erik",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.799/",
    pages = "16260--16280",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gao-etal-2026-proceedrl,
    title = "{P}ro{C}eed{RL}: Process Critic with Explorative Demonstration Reinforcement Learning for {LLM} Agentic Reasoning",
    author = "Gao, Jingyue  and
      Guo, Yanjiang  and
      Xiaoshuai, Chen  and
      Chen, Jianyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.800/",
    pages = "16281--16295",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{he-etal-2026-accelerating,
    title = "Accelerating Prefilling via Decoding-time Contribution Sparsity",
    author = "He, Zhiyuan  and
      Zhang, Yike  and
      Zhang, Chengruidong  and
      Jiang, Huiqiang  and
      Yang, Yuqing  and
      Qiu, Lili",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.801/",
    pages = "16296--16308",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wen-feng-2026-specbound,
    title = "{S}pec{B}ound: Adaptive Bounded Self-Speculation with Layer-wise Confidence Calibration",
    author = "Wen, Zhuofan  and
      Feng, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.802/",
    pages = "16309--16321",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ma-etal-2026-stable,
    title = "Stable and Explainable Personality Trait Evaluation in Large Language Models with Internal Activations",
    author = "Ma, Xiaoxu  and
      Zhang, Xiangbo  and
      Weng, Zhenyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.803/",
    pages = "16322--16340",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-learning-continuous,
    title = "Learning Continuous Temporal Dynamics on Symplectic Manifolds for Temporal Knowledge Graph Embedding",
    author = "Li, Jiang  and
      Duo, Zehua  and
      Lan, Tian  and
      Bao, Feilong  and
      Gao, Guanglai  and
      Su, Xiangdong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.804/",
    pages = "16341--16357",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{han-etal-2026-mpresenter,
    title = "m{P}resenter: An Agentic Framework for Generating Multilingual Presentation Videos from Scientific Papers",
    author = "Han, Wenhan  and
      Xiao, Xiao  and
      Pechenizkiy, Mykola  and
      Fang, Meng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.805/",
    pages = "16358--16371",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-tree,
    title = "Tree-{C}o{T}-{RT}: An Explainable Multi-Path Tree-Guided Chain-of-Thought and Reinforcement Learning Framework for Aspect Sentiment Quad Prediction",
    author = "Zhang, Hao  and
      Wang, Jiahao  and
      Duan, Zhenke  and
      Yin, Xin  and
      Hu, Haichuan  and
      Chen, Hualong  and
      Suyi  and
      He, Congqing  and
      Tan, Yike  and
      Cheah, Yu-N",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.806/",
    pages = "16372--16391",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cheng-etal-2026-prism,
    title = "{PRISM}-{MCTS}: Learning from Reasoning Trajectories with Metacognitive Reflection",
    author = "Cheng, Siyuan  and
      Tian, Bozhong  and
      Hao, Yanchao  and
      Wei, Zheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.807/",
    pages = "16392--16402",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-causalitycheck,
    title = "{C}ausality{C}heck: A Framework for Evaluating Causal Reasoning in Large Language Models",
    author = "Li, Jiang  and
      Duo, Zehua  and
      Gao, Guanglai  and
      Su, Xiangdong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.808/",
    pages = "16403--16429",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-omnidiagram,
    title = "{O}mni{D}iagram: Advancing Unified Diagram Code Generation via Visual Interrogation Reward",
    author = "Yang, Haoyue  and
      Zhao, Xuanle  and
      Liu, Xuexin  and
      Jiang, Feibing  and
      Zhu, Yao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.809/",
    pages = "16430--16452",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jiang-tang-2026-agents,
    title = "Why Agents Compromise Safety Under Pressure",
    author = "Jiang, Hengle  and
      Tang, Ke",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.810/",
    pages = "16453--16470",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cao-etal-2026-comol,
    title = "{C}o{M}o{L}: Efficient Mixture of {L}o{RA} Experts via Dynamic Core Space Merging",
    author = "Cao, Jie  and
      Fan, Zhenxuan  and
      Wang, Zhuonan  and
      Lin, Tianwei  and
      Zhao, Ziyuan  and
      Yan, Rolan  and
      Zhang, Wenqiao  and
      Shao, Feifei  and
      Wang, Hongwei  and
      Xiao, Jun  and
      Tang, Siliang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.811/",
    pages = "16471--16481",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{min-etal-2026-quco,
    title = "{Q}u{C}o-{RAG}: Quantifying Uncertainty from the Pre-training Corpus for Dynamic Retrieval-Augmented Generation",
    author = "Min, Dehai  and
      Zhang, Kailin  and
      Wu, Tongtong  and
      Cheng, Lu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.812/",
    pages = "16482--16500",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-cam,
    title = "{C}a{M}-{HG}: Causal-Enhanced {M}o{E} and Hypergraphs Network for Incomplete Multimodal Emotion Recognition in Conversations",
    author = "Yang, Mingjian  and
      Wang, Yong  and
      Liu, Peng  and
      Yin, Wen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.813/",
    pages = "16501--16516",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-large,
    title = "Large-Scale Diverse Synthesis for Mid-Training",
    author = "Zhang, Xuemiao  and
      Tu, Chengying  and
      Ren, Can  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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.814/",
    pages = "16517--16539",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{das-li-2026-disec,
    title = "{D}i{S}ec: Mitigating Backdoors in Pre-trained Language Models via Disentanglement of Adversarial Weights for Secure Fine-Tuning",
    author = "Das, Sunanda  and
      Li, Qinghua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.815/",
    pages = "16540--16559",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-lune,
    title = "{LUNE}: Efficient {LLM} Unlearning via {L}o{RA} Fine-Tuning with Negative Examples",
    author = "Liu, Yezi  and
      Chen, Hanning  and
      Huang, Wenjun  and
      Ni, Yang  and
      Imani, Mohsen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.816/",
    pages = "16560--16576",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-think,
    title = "Think Earlier, Not Longer: Prompt Optimization via Reducing Unhealthy Exploration",
    author = "Wu, Ling-I  and
      Chen, Minyu  and
      Li, Jingyang  and
      Chang, Xi  and
      Li, Guoqiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.817/",
    pages = "16577--16592",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-psychological,
    title = "Psychological Counseling Cannot Be Achieved Overnight: Automated Psychological Counseling Through Multi-Session Conversations",
    author = "Wang, Bichen  and
      Wang, Junzhe  and
      Sun, Yixin  and
      Fu, Xing  and
      Zhao, Yanyan  and
      Qin, Bing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.818/",
    pages = "16593--16609",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-code-words,
    title = "Code over Words: Overcoming Semantic Inertia via Code-Grounded Reasoning",
    author = "Xu, Manjie  and
      Yin, Isabella  and
      Tu, Xinyi  and
      Zhang, Chi  and
      Zhu, Yixin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.819/",
    pages = "16610--16632",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-bypassing,
    title = "Bypassing Neural Evaluations for Fast Audio Editing via Adaptive Trajectory Extrapolation",
    author = "Liu, Xiaoqian  and
      Ge, Zhengkun  and
      Wang, Jianjin  and
      Zhang, Haoran  and
      Ge, Yuan  and
      Chang, Kaiyan  and
      Xu, Chen  and
      Xiao, Tong  and
      Yu, Zhengtao  and
      Zhang, Linfeng  and
      Zhu, JingBo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.820/",
    pages = "16633--16647",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-agent-gwo,
    title = "Agent-{GWO}: Collaborative Agents for Dynamic Prompt Optimization in Large Language Models",
    author = "Wang, Xudong  and
      Zhang, Chaoning  and
      Li, Chenghao  and
      Chen, Shuxu  and
      Sun, Qigan  and
      Zhang, Jiaquan  and
      Puspitasari, Fachrina Dewi  and
      Kim, Tae-Ho  and
      Wei, Jiwei  and
      Zhang, Malu  and
      Wang, Guoqing  and
      Yang, Yang  and
      Shen, Heng Tao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.821/",
    pages = "16648--16670",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-structured,
    title = "Structured Confidence{--}Guided Online Adaptation for {LLM}-based Multi-Label Classification",
    author = "Xu, Pengyu  and
      Hou, JingRen  and
      Jing, Liping  and
      Yu, Jian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.822/",
    pages = "16671--16686",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-serm,
    title = "{SERM}: Self-Evolving Relevance Model with Agent-Driven Learning from Massive Query Streams",
    author = "Wang, Chenglong  and
      Li, Canjia  and
      Zhu, Xingzhao  and
      Huo, Yifu  and
      Wang, Huiyu  and
      Lin, Weixiong  and
      Yang, Yun  and
      He, Qiaozhi  and
      Zhou, Tian Hua  and
      Changxiaojia  and
      Zhu, JingBo  and
      Xiao, Tong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.823/",
    pages = "16687--16706",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{roh-etal-2026-clag,
    title = "{CLAG}: Adaptive Memory Organization via Agent-Driven Clustering for Small Language Model Agents",
    author = "Roh, Taeyun  and
      Jang, WonJune  and
      Jung, Junha  and
      Kang, Jaewoo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.824/",
    pages = "16707--16726",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lyu-etal-2026-clinalign,
    title = "{C}lin{A}lign: Scaling Healthcare Alignment from Clinician Preference",
    author = "Lyu, Shiwei  and
      Wang, Xidong  and
      Zhu, Hao  and
      Liu, Lei  and
      Zhang, Chaohe  and
      Wang, Jian  and
      Gu, Jinjie  and
      Wang, Benyou  and
      Shen, Yue",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.825/",
    pages = "16727--16747",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-sessionintentbench,
    title = "{S}ession{I}ntent{B}ench: A Multi-task Inter-session Intention-shift Modeling Benchmark for {E}-commerce Customer Behavior Understanding",
    author = "Yang, Yuqi  and
      Wang, Weiqi  and
      Xu, Baixuan  and
      Fan, Wei  and
      Zong, Qing  and
      Chan, Chunkit  and
      Deng, Zheye  and
      Liu, Xin  and
      Gao, Yifan  and
      Yu, Changlong  and
      Luo, Chen  and
      Li, Yang  and
      Li, Zheng  and
      Yin, Qingyu  and
      Yin, Bing  and
      Song, Yangqiu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.826/",
    pages = "16748--16775",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xiao-etal-2026-adapting,
    title = "Adapting Where It Matters: Depth-Aware Adaptation for Efficient Multilingual Speech Recognition in Low-Resource Languages",
    author = "Xiao, Yang  and
      Holden, Eun-Jung  and
      Dang, Ting",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.827/",
    pages = "16776--16788",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-targeted,
    title = "Targeted Exploration via Unified Entropy Control for Reinforcement Learning",
    author = "Wang, Chen  and
      Wei, Lai  and
      Zhang, Yanzhi  and
      Shao, Chenyang  and
      Dan, Zedong  and
      Huang, Weiran  and
      Lan, Ge  and
      Wang, Yue",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.828/",
    pages = "16789--16802",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cao-etal-2026-remember,
    title = "Remember Me, Refine Me: A Dynamic Procedural Memory Framework for Experience-Driven Agent Evolution",
    author = "Cao, Zouying  and
      Deng, Jiaji  and
      Yu, Li  and
      Zhou, Weikang  and
      Liu, Zhaoyang  and
      Ding, Bolin  and
      Zhao, Hai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.829/",
    pages = "16803--16822",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{guan-etal-2026-knowing,
    title = "Knowing When to Quit: Diagnosing and Training {LLM}s to Abort Futile Reasoning",
    author = "Guan, Xinyan  and
      Zeng, Jiali  and
      Xin, Chunlei  and
      Lu, Yaojie  and
      Lin, Hongyu  and
      Han, Xianpei  and
      Sun, Le  and
      Meng, Fandong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.830/",
    pages = "16823--16835",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{luo-etal-2026-autol2s,
    title = "{A}uto{L}2{S}: Auto Long-Short Reasoning for Efficient Large Language Models",
    author = "Luo, Feng  and
      Chuang, Yu-Neng  and
      Wang, Guanchu  and
      Le, Hoang Anh Duy  and
      Zhong, Shaochen  and
      Liu, Hongyi  and
      Yuan, Jiayi  and
      Sui, Yang  and
      Braverman, Vladimir  and
      Chaudhary, Vipin  and
      Hu, Xia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.831/",
    pages = "16836--16858",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jang-etal-2026-doc,
    title = "Doc-{PP}: Document Policy Preservation Benchmark for Large Vision-Language Models",
    author = "Jang, Haeun  and
      Chang, Hwan  and
      Lee, Hwanhee",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.832/",
    pages = "16859--16881",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xi-etal-2026-riprag,
    title = "{RIPRAG}: Hack a Black-box Retrieval-Augmented Generation Question-Answering System with Reinforcement Learning",
    author = "Xi, Meng  and
      Lv, Sihan  and
      Jin, Yechen  and
      Cheng, Guanjie  and
      Wang, Naibo  and
      Li, Ying  and
      Yin, Jianwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.833/",
    pages = "16882--16902",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-codemem,
    title = "{C}ode{MEM}: {AST}-Guided Adaptive Memory for Repository-Level Iterative Code Generation",
    author = "Wang, Peiding  and
      Zhang, Li  and
      Liu, Fang  and
      Tao, Chongyang  and
      Zhu, Yinghao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.834/",
    pages = "16903--16917",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{bergeron-etal-2026-halluguard,
    title = "{H}allu{G}uard: Evidence-Grounded Small Reasoning Models to Mitigate Hallucinations in Retrieval-Augmented Generation",
    author = "Bergeron, Loris  and
      Buhnila, Ioana  and
      Francois, Jerome  and
      State, Radu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.835/",
    pages = "16918--16932",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ma-etal-2026-capabilities,
    title = "Capabilities and Evaluation Biases of Large Language Models in Classical {C}hinese Poetry Generation: A Case Study on Tang Poetry",
    author = "Ma, Bolei  and
      Yao, Yina  and
      Haensch, Anna-Carolina",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.836/",
    pages = "16933--16957",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cai-etal-2026-swe,
    title = "{SWE}-{QA}-Pro: A Representative Benchmark and Scalable Training Recipe for Repository-Level Code Understanding",
    author = "Cai, Songcheng  and
      Lyu, Zhiheng  and
      Ni, Yuansheng  and
      Chen, Xiangchao  and
      Zhou, Baichuan  and
      Zhu, Shenzhe  and
      Lu, Yi  and
      Wang, Haozhe  and
      Ruan, Chi  and
      Schneider, Benjamin  and
      Zhang, Weixu  and
      Li, Xiang  and
      Zheng, Andy  and
      Zhang, Yuyu  and
      Nie, Ping  and
      Chen, Wenhu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.837/",
    pages = "16958--16999",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-mllms,
    title = "Do {MLLM}s Understand Pointing? Benchmarking and Enhancing Referential Reasoning in Egocentric Vision",
    author = "Li, Chentao  and
      Gao, Zirui  and
      Gao, Mingze  and
      Ren, Yinglian  and
      Feng, Jianjiang  and
      Zhou, Jie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.838/",
    pages = "17000--17019",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-post,
    title = "Can Post-Training Transform {LLM}s into Causal Reasoners?",
    author = "Chen, Junqi  and
      Chen, Sirui  and
      Lu, Chaochao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.839/",
    pages = "17020--17038",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lei-etal-2026-moe,
    title = "{M}o{E} Adapter for Large Audio Language Models: Sparsity, Disentanglement, and Gradient-Conflict-Free",
    author = "Lei, Yishu  and
      He, Shuwei  and
      Jing, Hu  and
      Zhang, Dan  and
      Luo, Xianlong  and
      Zhu, Danxiang  and
      Feng, Shikun  and
      Liu, Rui  and
      HE, Jingzhou  and
      Sun, Yu  and
      Wu, Hua  and
      Wang, Haifeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.840/",
    pages = "17039--17050",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gu-etal-2026-qarl,
    title = "{Q}a{RL}: Rollout-Aligned Quantization-Aware {RL} for Fast and Stable Training under Training{--}Inference Mismatch",
    author = "Gu, Hao  and
      Wang, Hao  and
      Liu, Jiacheng  and
      Li, Lujun  and
      Zhu, Qiyuan  and
      Liu, Bei  and
      Xu, Binxing  and
      Wang, Lei  and
      Yang, Xintong  and
      Lin, Sida  and
      Han, Sirui  and
      Guo, Yike",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.841/",
    pages = "17051--17064",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-beyond-static,
    title = "Beyond Static Rules: Automated Discovery of Latent Vulnerabilities in Text-to-{SQL}",
    author = "Wang, Hanqing  and
      Chi, Yongdong  and
      Yang, Jian  and
      Yang, Lei  and
      Zhao, Jiehui  and
      Chen, Yun  and
      Chen, Guanhua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.842/",
    pages = "17065--17082",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lee-etal-2026-entrust,
    title = "Can We Entrust Justice to {AI}?: How Persona Traps Contaminate Reasoning in Criminal Investigation",
    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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.843/",
    pages = "17083--17103",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chu-etal-2026-beyond,
    title = "Beyond Semantic Similarity: Appraisal-Guided Chain-of-Thought Reasoning and Retrieval for Multimodal Emotional Support Conversations",
    author = "Chu, Yuqi  and
      Liao, Lizi  and
      Liang, Jinggui  and
      Li, Boyang  and
      Hong, Richang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.844/",
    pages = "17104--17119",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-ask,
    title = "When and What to Ask: {A}sk{B}ench and Rubric-Guided {RLVR} for {LLM} Clarification",
    author = "Zhao, Jiale  and
      Fang, Ke  and
      Cheng, Lu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.845/",
    pages = "17120--17140",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hong-etal-2026-freezeempath,
    title = "{F}reeze{E}mpath: Efficient Training for Empathetic Spoken Chatbots with Frozen {LLM}s",
    author = "Hong, Yun  and
      Zhou, Yan  and
      Feng, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.846/",
    pages = "17141--17157",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gan-etal-2026-intervene,
    title = "To Intervene or Not: Guiding Inference-time Alignment with Probabilistic Model Blending",
    author = "Gan, Jin  and
      Li, Xin  and
      Luo, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.847/",
    pages = "17158--17169",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{owodunni-etal-2026-flexitokens,
    title = "{FLEXITOKENS}: Flexible Tokenization for Evolving Language Models",
    author = "Owodunni, Abraham Toluwase  and
      Ahia, Orevaoghene  and
      Kumar, Sachin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.848/",
    pages = "17170--17190",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-rag,
    title = "{RAG} in the Wild: On the (In)effectiveness of {LLM}s with Mixture-of-Knowledge Retrieval Augmentation",
    author = "Xu, Ran  and
      Zhuang, Yuchen  and
      Yu, Yue  and
      Wang, Haoyu  and
      Shi, Wenqi  and
      Yang, Carl",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.849/",
    pages = "17191--17206",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-chain,
    title = "Chain-of-Procedure: Hierarchical Visual-Language Reasoning for Procedural {QA}",
    author = "Chen, Guanhua  and
      Yao, Yutong  and
      Sun, Shenghe  and
      Gao, Ci-jun  and
      Liu, Shudong  and
      Chao, Lidia S.  and
      Wan, Feng  and
      Wong, Derek F.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.850/",
    pages = "17207--17224",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shen-etal-2026-pegrl,
    title = "{PEGRL}: Improving Machine Translation by Post-Editing Guided Reinforcement Learning",
    author = "Shen, Yunzhi  and
      Zhou, Hao  and
      Huang, Xin  and
      Han, Xue  and
      Feng, Junlan  and
      Huang, Shujian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.851/",
    pages = "17225--17242",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{luo-etal-2026-ranlora,
    title = "{R}an{L}o{RA}: Residual-aware Nonlinear Low-Rank Adaptation",
    author = "Luo, Xu  and
      Liu, Yongbin  and
      Ouyang, Chunping  and
      Yu, Ying",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.852/",
    pages = "17243--17258",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-multi,
    title = "Multi-Hop Knowledge Editing via Critic-Guided Multi-Agent Reasoning",
    author = "Li, Xudong  and
      Tian, Yuhang  and
      Song, Dandan  and
      Wu, Zhijing  and
      Zhang, Shuhao  and
      Yang, Jun  and
      Huo, Yongyu  and
      Zhou, Changzhi  and
      Zhang, Xinyu  and
      Li, Chenhao  and
      Ma, Huipeng  and
      Zhang, Luan  and
      Xu, Yan  and
      Liu, Qian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.853/",
    pages = "17259--17276",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-etal-2026-rethinking,
    title = "Rethinking Post-Unlearning Behavior of Large Vision-Language Models",
    author = "Kim, Minsung  and
      Yang, Nakyeong  and
      Jung, Kyomin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.854/",
    pages = "17277--17287",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chang-etal-2026-scattered,
    title = "Scattered Hypothesis Generation for Open-Ended Event Forecasting",
    author = "Chang, He  and
      Tao, Zhulin  and
      Yang, Lifang  and
      Huang, Xianglin  and
      Ma, Yunshan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.855/",
    pages = "17288--17304",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ren-etal-2026-context,
    title = "Context-attended Adversarial Reinforcement Learning for Robust Multi-step Retrieval Augmented Generation",
    author = "Ren, Yingtao  and
      Luo, Xiao  and
      Chang, Yu-Cheng  and
      Lin, Chin-teng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.856/",
    pages = "17305--17319",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hou-etal-2026-pseudo,
    title = "From Pseudo-Balancing to True Specialization: Memory-Aware Routing for Mixture-of-Experts",
    author = "Hou, Peixuan  and
      Hou, Yunbo  and
      Chen, Bin  and
      He, LI  and
      Xu, Jian  and
      Li, Weiping  and
      Zheng, Bo  and
      Song, Guojie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.857/",
    pages = "17320--17337",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{park-etal-2026-learning,
    title = "Learning to Retrieve User History and Generate User Profiles for Personalized Persuasiveness Prediction",
    author = "Park, Sejun  and
      Park, Yoonah  and
      Lim, Jongwon  and
      Jo, Yohan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.858/",
    pages = "17338--17359",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yuan-zhang-2026-understanding,
    title = "Understanding {LLM} Reasoning for Abstractive Summarization",
    author = "Yuan, Haohan  and
      Zhang, Haopeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.859/",
    pages = "17360--17386",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-feasible,
    title = "Feasible is Not Enough: Cost-Aware Optimal Tool-Chain Planning on Multi-Solution Tool Graphs",
    author = "Liu, Liangliang  and
      Li, Yanming  and
      Liu, Yigang  and
      Han, Jialong  and
      Shen, Rujia  and
      Guan, Yi  and
      Lin, Yi  and
      Jiang, Jingchi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.860/",
    pages = "17387--17403",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-dos,
    title = "{DOS}: Dependency-Oriented Sampler for Masked Diffusion Language Models",
    author = "Zhou, Xueyu  and
      Hu, Yangrong  and
      Huang, Jian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.861/",
    pages = "17404--17419",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ouyang-etal-2026-biasedtales,
    title = "{BIASEDTALES}-{ML}: A Multilingual Dataset for Analyzing Narrative Attribute Distributions in {LLM}-Generated Stories",
    author = "Ouyang, Yuxuan  and
      Luo, Yingfeng  and
      Zhu, JingBo  and
      Xiao, Tong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.862/",
    pages = "17420--17436",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hu-etal-2026-rethinking,
    title = "Rethinking Reasoning: A Survey on Reasoning-based Backdoors in {LLM}s",
    author = "Hu, Man  and
      Wu, Xinyi  and
      Suo, Zhufeng  and
      Feng, Jinbo  and
      Meng, Linghui  and
      Jia, Yanhao  and
      Luu, Anh Tuan  and
      Zhao, Shuai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.863/",
    pages = "17437--17456",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{purohit-etal-2026-tokens,
    title = "From Tokens to Steps: Verification-Aware Speculative Decoding for Efficient Multi-Step Reasoning",
    author = "Purohit, Kiran  and
      Narayanam, Ramasuri  and
      Pal, Soumyabrata",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.864/",
    pages = "17457--17471",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huo-etal-2026-sps,
    title = "{SPS}: Steering Probability Squeezing for Better Exploration in Reinforcement Learning for Large Language Models",
    author = "Huo, Yifu  and
      Wang, Chenglong  and
      Zhu, Ziming  and
      Xing, Shunjie  and
      Feng, Peinan  and
      Liu, Tongran  and
      He, Qiaozhi  and
      Zhou, Tian Hua  and
      Changxiaojia  and
      Zhu, JingBo  and
      Yu, Zhengtao  and
      Xiao, Tong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.865/",
    pages = "17472--17489",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{fang-etal-2026-memp,
    title = "Memp: Exploring Agent Procedural Memory",
    author = "Fang, Runnan  and
      Liang, Yuan  and
      Wang, Xiaobin  and
      Wu, Jialong  and
      Qiao, Shuofei  and
      Xie, Pengjun  and
      Huang, Fei  and
      Chen, Huajun  and
      Zhang, Ningyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.866/",
    pages = "17490--17502",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-atlas,
    title = "{ATLAS}: Orchestrating Heterogeneous Models and Tools for Multi-Domain Complex Reasoning",
    author = "Wu, Jinyang  and
      Zhai, Guocheng  and
      Jin, Ruihan  and
      Yuan, Jiahao  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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.867/",
    pages = "17503--17535",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lian-etal-2026-swe,
    title = "{SWE}-{AGILE}: A Software Agent Framework for Efficiently Managing Dynamic Reasoning Context",
    author = "Lian, Shuquan  and
      Liu, Juncheng  and
      Chen, Yazhe  and
      Chen, Yuhong  and
      Li, Hui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.868/",
    pages = "17536--17550",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-car,
    title = "{CAR}: Empowering Agents with Dynamic Tool Synthesis and Global Trajectory Rectification",
    author = "Wang, Kai  and
      Wang, Xu  and
      Fu, Zhiyuan  and
      Zhang, Yudong  and
      Wang, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.869/",
    pages = "17551--17571",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cong-etal-2026-fastdiss,
    title = "{F}ast{D}i{SS}: Few-step Match Many-step Diffusion Language Model on Sequence-to-Sequence Generation",
    author = "Cong, Dat Nguyen  and
      Kieu, Tung  and
      Thanh-Tung, Hoang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.870/",
    pages = "17572--17592",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-gcig,
    title = "{GCIG}: {G}raph{RAG}-based Cross-document Instruction Generation for Boosting {LLM} Reasoning",
    author = "Xu, Xiaoliang  and
      Yuan, Huang  and
      Wang, Junmei  and
      Xu, Can",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.871/",
    pages = "17593--17609",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{fang-etal-2026-towards,
    title = "Towards General Agentic Intelligence via Environment Scaling",
    author = "Fang, Runnan  and
      Cai, Shihao  and
      Li, Baixuan  and
      Wu, Jialong  and
      Li, Guangyu  and
      Yin, Wenbiao  and
      Wang, Xinyu  and
      Wang, Xiaobin  and
      Su, Liangcai  and
      Zhang, Zhen  and
      Wu, Shibin  and
      Tao, Zhengwei  and
      Jiang, Yong  and
      Xie, Pengjun  and
      Zhang, Ningyu  and
      Huang, Fei  and
      Zhang, Wentao  and
      Zhou, Jingren",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.872/",
    pages = "17610--17621",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lee-etal-2026-eair,
    title = "{EAIR}: Entity-aware Inference-Time Knowledge Routing for Multi-Hop Knowledge Editing",
    author = "Lee, Jungyu  and
      Lee, Kunhui  and
      Lee, Gyun  and
      Na, Seung-Hoon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.873/",
    pages = "17622--17645",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{peng-etal-2026-preventing,
    title = "Preventing Safety Drift in Large Language Models via Coupled Weight and Activation Constraints",
    author = "Peng, Songping  and
      Zhang, Zhiheng  and
      Zeng, Daojian  and
      Jiang, Lincheng  and
      Gao, Xieping",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.874/",
    pages = "17646--17662",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-gapo,
    title = "{GAPO}: Robust Advantage Estimation for Real-World Code {LLM}s",
    author = "Zhang, Jianqing  and
      Hao, Zhezheng  and
      Xia, Wei  and
      Dong, Hande  and
      Wang, Hong  and
      Wei, Chenxing  and
      Zhou, Yuyan  and
      Qi, Yubin  and
      Lin, Qiang  and
      Cao, Jian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.875/",
    pages = "17663--17673",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-whats-missing,
    title = "What{'}s Missing in Screen-to-Action? Towards a {UI}-in-the-Loop Paradigm for Multimodal {GUI} Reasoning",
    author = "Li, Songze  and
      Guo, Xiaoke  and
      Liu, Tianqi  and
      Yi, Biao  and
      Gong, Zhaoyan  and
      Liu, Zhiqiang  and
      Chen, Huajun  and
      Zhang, Wen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.876/",
    pages = "17674--17690",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-trust,
    title = "When to Trust Tools? Adaptive Tool Trust Calibration For Tool-Integrated Math Reasoning",
    author = "Xu, Ruotao  and
      Ji, Yixin  and
      Luo, Yu  and
      Li, Jinpeng  and
      Li, Dong  and
      Li, Peifeng  and
      Li, Juntao  and
      Zhang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.877/",
    pages = "17691--17706",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zheng-etal-2026-v,
    title = "{V}-{MAGE}: A Game Evaluation Framework for Assessing Vision-Centric Capabilities in Multimodal Large Language Models",
    author = "Zheng, Xiangxi  and
      Li, Linjie  and
      Yang, Zhengyuan  and
      Yu, Ping  and
      Wang, Alex Jinpeng  and
      Yan, Rui  and
      Yao, Yuan  and
      Wang, Lijuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.878/",
    pages = "17707--17758",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-understanding-preventing,
    title = "Understanding and Preventing Entropy Collapse in {RLVR} with On-Policy Entropy Flow Optimization",
    author = "Xu, Huimin  and
      Zhao, Shuai  and
      Wu, Xiaobao  and
      Luu, Anh Tuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.879/",
    pages = "17759--17771",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{su-etal-2026-reinforcement,
    title = "Reinforcement Learning with Semantic Rewards Enables Low-Resource Language Expansion without Alignment Tax",
    author = "Su, Zeli  and
      Zhang, Ziyin  and
      Liu, Zhou  and
      Song, Xuexian  and
      Xu, Zhankai  and
      Zheng, Longfei  and
      Zhang, Xiaolu  and
      Fu, Rong  and
      Xu, Guixian  and
      Zhang, Wentao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.880/",
    pages = "17772--17786",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{luo-etal-2026-meic,
    title = "{MEIC}-{DT}: Memory-Efficient Incremental Clustering for Long-Text Coreference Resolution with Dual-Threshold Constraints",
    author = "Luo, Kangyang  and
      Si, Shuzheng  and
      Bai, Yuzhuo  and
      Gao, Cheng  and
      Wang, Zhitong  and
      Huang, Cheng  and
      Shen, Yingli  and
      Han, Yufeng  and
      Li, Wenhao  and
      Kong, Cunliang  and
      Sun, Maosong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.881/",
    pages = "17787--17804",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{guo-tan-2026-lost,
    title = "Lost in Diffusion: Uncovering Hallucination Patterns and Failure Modes in Diffusion Large Language Models",
    author = "Guo, Zhengnan  and
      Tan, Fei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.882/",
    pages = "17805--17818",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-farss,
    title = "{FARSS}: Fisher-Optimized Adaptive Low-Rank and Singular-Vector Selection for Knowledge-Preserving Fine-Tuning",
    author = "Chen, Renxing  and
      Xiang, Ziwei  and
      Wang, Peisong  and
      Fang, Hongjian  and
      Li, Meng  and
      Zeng, Fanhu  and
      Zhu, Yanan  and
      Yang, Peipei  and
      Zhang, Xu-Yao  and
      Cheng, Jian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.883/",
    pages = "17819--17837",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-align,
    title = "Align Documents to Questions: Question-Oriented Document Rewriting for Retrieval-Augmented Generation",
    author = "Li, Jiaang  and
      Mao, Zhendong  and
      Wang, Quan  and
      Wan, Yuning  and
      Zhang, Yongdong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.884/",
    pages = "17838--17849",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zeng-etal-2026-glimprouter,
    title = "{G}limp{R}outer: Efficient Collaborative Inference by Glimpsing One Token of Thoughts",
    author = "Zeng, Wenhao  and
      Zhang, Xuteng  and
      Shi, Yuling  and
      Hu, Chao  and
      Chen, Yuting  and
      Shen, Beijun  and
      Gu, Xiaodong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.885/",
    pages = "17850--17864",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-plug,
    title = "Plug-and-Play Data Module for Code {RL}: Adaptive Ambiguity Replay",
    author = "Zhang, Jianqing  and
      Xia, Wei  and
      Hao, Zhezheng  and
      Wang, Hong  and
      Dong, Hande  and
      Lin, Qiang  and
      Liu, Yang  and
      Cao, Jian  and
      Yang, Qiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.886/",
    pages = "17865--17875",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{luo-etal-2026-ai,
    title = "Can {AI} Revise Research Papers with Human Review Feedback? An Empirical Study and Benchmark",
    author = "Luo, Zihan  and
      Huang, Hong  and
      Lian, Jianxun  and
      Chang, Yu  and
      Xie, Xing  and
      Jin, Hai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.887/",
    pages = "17876--17893",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yuan-etal-2026-dunhuang,
    title = "Dunhuang-Bench: How Well Do {MLLM}s Understand Cultural Heritage?",
    author = "Yuan, Junyi  and
      Zhang, Jian  and
      Yu, Tianxiu  and
      Zhou, Yanlin  and
      Jin, Xiaobo  and
      Wang, Qiufeng  and
      Wu, Fangyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.888/",
    pages = "17894--17910",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{fu-etal-2026-multi,
    title = "Multi-Docker-Eval: A `Shovel of the Gold Rush' Benchmark on Automatic Environment Building for Software Engineering",
    author = "Fu, Kelin  and
      Liu, Tianyu  and
      Shang, Zeyu  and
      MA, Yingwei  and
      Liu, Jiaheng  and
      Yang, Jian  and
      Bian, Kaigui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.889/",
    pages = "17911--17927",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{peng-etal-2026-modalities,
    title = "Not All Modalities at Once: Dynamic Dropout and Bidirectional Fusion for Robust Multi-modal Knowledge Graph Completion",
    author = "Peng, Jiashun  and
      Zhang, Fu  and
      Chen, Hongzhi  and
      Cheng, Jingwei  and
      Ning, Yingsong  and
      Wang, Xiaoke",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.890/",
    pages = "17928--17940",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cui-etal-2026-cgm,
    title = "If Only My {CGM} Could Speak: A Privacy-Preserving Agent for Question Answering over Continuous Glucose Data",
    author = "Cui, Yanjun  and
      Emami, Ali  and
      Prioleau, Temiloluwa  and
      Singh, Nikhil",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.891/",
    pages = "17941--17958",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sun-etal-2026-e,
    title = "{E}-{ABSA}20{K}: A Dataset and Propose-and-Verify for Aspect-Based Sentiment Analysis in Long {E}-commerce Reviews",
    author = "Sun, Tong  and
      Ma, Mingyang  and
      Yu, Cheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.892/",
    pages = "17959--17973",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-echa,
    title = "{ECHA}: Jailbreaking {LVLM}s via the Mismatch between Implicit Semantic Reconstruction and Explicit Safety Alignment",
    author = "Xu, Chenxing  and
      Jiang, Junyong  and
      Zhang, Zehu  and
      Dong, Lu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.893/",
    pages = "17974--17990",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ji-etal-2026-thinking,
    title = "Thinking with Map: Reinforced Parallel Map-Augmented Agent for Geolocalization",
    author = "Ji, Yuxiang  and
      Wang, Yong  and
      Ma, Ziyu  and
      Hu, Yiming  and
      Huang, Hailang  and
      Hu, Xuecai  and
      Chen, Guanhua  and
      Wu, Liaoni  and
      Chu, Xiangxiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.894/",
    pages = "17991--18004",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-revisiting,
    title = "Revisiting Entropy Regularization: Adaptive Coefficient Unlocks Its Potential for {LLM} Reinforcement Learning",
    author = "Zhang, Xiaoyun  and
      Yuan, Xiaojian  and
      Huang, Di  and
      You, Wang  and
      Hu, Chen  and
      Ruan, Jingqing  and
      Chen, Kejiang  and
      Hu, Xing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.895/",
    pages = "18005--18020",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhengxian-etal-2026-slip,
    title = "{SLIP}: Soft Label Mechanism and Key-Extraction-Guided {C}o{T}-based Defense Against Instruction Backdoor in {API}s",
    author = "Zhengxian, Wu  and
      Wen, Juan  and
      Peng, Wanli  and
      Chang, Haowei  and
      Zhou, Yinghan  and
      Yiming, Xue",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.896/",
    pages = "18021--18042",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{su-etal-2026-u,
    title = "{U}-Fold: Dynamic Intent-Aware Context Folding for User-Centric Agents",
    author = "Su, Jin  and
      Fang, Runnan  and
      Li, Yeqiu  and
      Wang, Xiaobin  and
      Cai, Shihao  and
      Xie, Pengjun  and
      Zhang, Ningyu  and
      Yuan, Fajie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.897/",
    pages = "18043--18057",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-adatooler,
    title = "{A}da{T}ooler-{V}: Adaptive Tool-Use for Images and Videos",
    author = "Wang, Chaoyang  and
      Feng, Kaituo  and
      Chen, Dongyang  and
      Wang, Zhongyu  and
      Li, Zhixun  and
      Gao, Sicheng  and
      Meng, Meng  and
      Zhou, Xu  and
      Zhang, Manyuan  and
      Shang, Yuzhang  and
      Yue, Xiangyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.898/",
    pages = "18058--18072",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-exposing,
    title = "Exposing Privacy Risks in Graph Retrieval-Augmented Generation",
    author = "Liu, Jiale  and
      Zhang, Jiahao  and
      Wang, Suhang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.899/",
    pages = "18073--18093",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hao-etal-2026-balancesft,
    title = "{B}alance{SFT}: Improving {LLM} Function Calling with Balanced Training Signals and Data Hardness",
    author = "Hao, Bingguang  and
      Xu, Zengzhuang  and
      Wang, Maolin  and
      Wen, Yuntao  and
      Chen, Yicheng  and
      Peng, Cunyin  and
      Chen, Long  and
      Zhao, Xiangyu  and
      Gu, Jinjie  and
      Zhuang, Chenyi  and
      Zhang, Ji",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.900/",
    pages = "18094--18112",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{nguyen-etal-2026-robust,
    title = "How Robust Are Large Language Models for Clinical Numeracy? An Empirical Study on Numerical Reasoning Abilities in Clinical Contexts",
    author = "Nguyen, Minh-Vuong  and
      Shiri, Fatemeh  and
      Li, Zhuang  and
      Verspoor, Karin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.901/",
    pages = "18113--18129",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-safety,
    title = "Safety-Aware Dialogue System for Postoperative Oral Cancer Care with Structured Clarification and a Clinically Curated Dataset",
    author = "Liu, Tzu-Chi  and
      Yang, Hui-Ying  and
      Shun, Shiow-Ching  and
      Chen, Yu-Chi  and
      Chen, Lu-Yen Anny  and
      Chen, Yong-Sheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.902/",
    pages = "18130--18142",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-ftibsuite,
    title = "{FT}ib{S}uite: A Comprehensive Resource Suite for {T}ibetan Vision{--}Language Modeling",
    author = "Xu, Guixian  and
      Liang, Yide  and
      Su, Zeli  and
      Song, Xuexian  and
      Zhang, Ziyin  and
      Dong, Yushuang  and
      Zhang, Ting  and
      Han, Xu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.903/",
    pages = "18143--18159",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-deepmed,
    title = "{D}eep{M}ed: Building a Medical {D}eep{R}esearch Agent via Multi-hop {M}ed-Search Data and Turn-Controlled Agentic Training {\&} Inference",
    author = "Wang, Zihan  and
      Wang, Hao  and
      Feng, Shi  and
      Yang, Xiaocui  and
      Wang, Daling  and
      Zhang, Yiqun  and
      Lin, Jinghao  and
      Ji, Xiaozhong  and
      Yang, Haihua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.904/",
    pages = "18160--18178",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zuhri-etal-2026-softpick,
    title = "Softpick: No Attention Sink, No Massive Activations with Rectified Softmax",
    author = "Zuhri, Zayd Muhammad Kawakibi  and
      Fuadi, Erland Hilman  and
      Aji, Alham Fikri",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.905/",
    pages = "18179--18213",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-unicm,
    title = "{U}ni{CM}: A Unified Consistency Model For Efficient Multimodal Generation and Understanding",
    author = "Xu, Chenkai  and
      Wang, Xu  and
      Liao, Zhenyi  and
      Li, Yishun  and
      Hou, TianQi  and
      Deng, Zhijie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.906/",
    pages = "18214--18233",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{man-etal-2026-multi,
    title = "Can Multi-agent Help Disambiguation in Multi-domain Translation?",
    author = "Man, Zhibo  and
      Xu, Shaoyang  and
      Zhang, Yujie  and
      Feng, Yi  and
      Chen, Yuanmeng  and
      Chen, Yufeng  and
      Jinan, Xu  and
      Zhang, Wenxuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.907/",
    pages = "18234--18244",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-agent,
    title = "Agent-Dice: Disentangling Knowledge Updates via Geometric Consensus for Agent Continual Learning",
    author = "Wu, Zheng  and
      Lou, Xingyu  and
      Ma, Xinbei  and
      Li, Yansi  and
      Liu, Weiwen  and
      Zhang, Weinan  and
      Wang, Jun  and
      Zhang, Zhuosheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.908/",
    pages = "18245--18262",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-automatic,
    title = "Automatic Slide Updating with User-Defined Dynamic Templates and Natural Language Instructions",
    author = "Zhou, Kun  and
      He, Jiakai  and
      Yang, Wenmian  and
      Wang, Zhensheng  and
      Zhang, Yiquan  and
      Jia, Weijia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.909/",
    pages = "18263--18297",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-pretrainrl,
    title = "{P}retrain{RL}: Alleviating Factuality Hallucination of Large Language Models at the Beginning",
    author = "Liu, Langming  and
      Lv, Kangtao  and
      Chen, Haibin  and
      Zhang, Weidong  and
      Wang, Yejing  and
      Liu, Shilei  and
      Tong, Xin  and
      Yuan, Yujin  and
      Wang, Yongwei  and
      Su, Wenbo  and
      Zheng, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.910/",
    pages = "18298--18310",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-etal-2026-omhbench,
    title = "{OMHB}ench: Benchmarking Balanced and Grounded Omni-Modal Multi-Hop Reasoning",
    author = "Kim, Seunghee  and
      Bang, Ingyu  and
      Jang, Seokgyu  and
      Kim, Changhyeon  and
      Bae, Sanghwan  and
      Choi, Jihun  and
      Xuan, Richeng  and
      Kim, Taeuk",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.911/",
    pages = "18311--18334",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xv-etal-2026-beyond,
    title = "Beyond Uniform {SVD}: Dual-Level Optimization across Columns and Modules for {LLM} Compression",
    author = "Xv, Lin  and
      Gao, Xian  and
      Liu, Ting  and
      fu, Yuzhuo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.912/",
    pages = "18335--18349",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-rsa,
    title = "{RSA}-Bench: Benchmarking Audio Large Models in Real-World Acoustic Scenarios",
    author = "Zhang, Yibo  and
      Luo, Kaiwen  and
      Lin, Liang  and
      Yan, Shilinlu  and
      Wang, Jin  and
      Guo, Yaoqi  and
      Chen, Yitian  and
      Qin, Yalan  and
      Zhou, Zhenhong  and
      Wang, Kun  and
      Sun, Li",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.913/",
    pages = "18350--18374",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jang-etal-2026-medlaybench,
    title = "{M}ed{L}ay{B}ench-{V}: A Large-Scale Benchmark for Expert-Lay Semantic Alignment in Medical Vision Language Models",
    author = "Jang, Han  and
      Lee, Junhyeok  and
      Eum, Heeseong  and
      Choi, Kyu Sung",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.914/",
    pages = "18375--18394",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tao-etal-2026-divergent,
    title = "Divergent Thinking: Escape the Homogeneity Trap in Generative Commonsense Reasoning",
    author = "Tao, Yiheng  and
      Cheng, Kaiwen  and
      Nie, Zhiwei  and
      Liu, Chang  and
      Chen, Jie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.915/",
    pages = "18395--18410",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zeng-etal-2026-safesteer,
    title = "{S}afe{S}teer: A Decoding-level Defense Mechanism for Multimodal Large Language Models",
    author = "Zeng, Xinyi  and
      Yang, Xue  and
      Zhang, Jingyuan  and
      Yan, Huanqian  and
      Chen, Xiang  and
      Wei, Kaiwen  and
      Kang, Hankun  and
      Tian, Yu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.916/",
    pages = "18411--18422",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-sema,
    title = "{SEMA}-{RAG}: A Self-Evolving Multi-Agent Retrieval-Augmented Generation Framework for Medical Reasoning",
    author = "Huang, Yongfeng  and
      Chen, Ruiying  and
      Cheng, James",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.917/",
    pages = "18423--18442",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-step,
    title = "On the Step Length Confounding in {LLM} Reasoning Data Selection",
    author = "Wang, Bing  and
      Miao, Rui  and
      Shen, Chen  and
      Yan, Shaotian  and
      Liu, Kaiyuan  and
      Li, Ximing  and
      Yuan, Xiaosong  and
      Fan, Sinan  and
      Zhang, Jun  and
      Ye, Jieping",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.918/",
    pages = "18443--18457",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-cao-2026-slim,
    title = "{SLIM}: Stealthy Low-Coverage Black-Box Watermarking via Latent-Space Confusion Zones",
    author = "WU, Hengyu  and
      Cao, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.919/",
    pages = "18458--18473",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-sql,
    title = "{SQL}-{ASTRA}: Alleviating Sparse Feedback in Agentic {SQL} via Column-Set Matching and Trajectory Aggregation",
    author = "Li, Long  and
      Zhou, Zhijian  and
      Long, Jiangxuan  and
      Liu, Peiyang  and
      Xu, Weidi  and
      Wang, Zhe  and
      Pan, Shirui  and
      Qu, Chao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.920/",
    pages = "18474--18491",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-rotation,
    title = "Rotation Control Unlearning: Quantifying and Controlling Continuous Unlearning for {LLM} with The Cognitive Rotation Space",
    author = "Zhang, Xiang  and
      Wei, Kun  and
      Yang, Xu  and
      Li, Jiahua  and
      Yan, Su  and
      Deng, Cheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.921/",
    pages = "18492--18510",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-specedit,
    title = "{S}pec{E}dit: A Spectral Approach for Multi-Round Knowledge Editing",
    author = "Liu, Junxian  and
      Deng, Zikun  and
      Wu, Xin  and
      Deng, Dazhen  and
      Cai, Yi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.922/",
    pages = "18511--18524",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lee-kim-2026-sage,
    title = "{SAGE}: Sign-Adaptive Gradient for Memory-Efficient {LLM} Optimization",
    author = "Lee, Wooin  and
      Kim, Hyun-Tae",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.923/",
    pages = "18525--18537",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zheng-etal-2026-dp3,
    title = "{DP}$^3$: Differentially Private Prompt Perturbation for Multi-turn {LLM} Inference",
    author = "Zheng, Lele  and
      Zhang, Chao  and
      Yuan, Feiyang  and
      Cheng, Ke  and
      Zhang, Tao  and
      Song, Anxiao  and
      Shen, Yulong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.924/",
    pages = "18538--18552",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-ramp,
    title = "{RAMP}: Risk-Aware Multi-Turn Planning for Jailbreak Red-Teaming",
    author = "Liu, Yize  and
      Hou, Yunyun  and
      Sui, Aina",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.925/",
    pages = "18553--18564",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-lexgenius,
    title = "{L}ex{G}enius: An Expert-Level Benchmark for Large Language Models in Legal General Intelligence",
    author = "Liu, Wenjin  and
      Luo, Haoran  and
      Feng, Xin  and
      Ji, Xiang  and
      Zhou, Lijuan  and
      Mao, Rui  and
      Wang, Jiapu  and
      Pan, Shirui  and
      Cambria, Erik",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.926/",
    pages = "18565--18585",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhu-feng-2026-attenuation,
    title = "From Attenuation to Attention: Variational Information Flow Manipulation for Fine-Grained Visual Perception",
    author = "Zhu, Jilong  and
      Feng, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.927/",
    pages = "18586--18597",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-vulagent,
    title = "{V}ul{A}gent: Hypothesis-Validation Driven Multi-Agent Architecture for Vulnerability Detection",
    author = "Wang, Ziliang  and
      Li, Ge  and
      Li, Jia  and
      Zhu, Hao  and
      Jin, Zhi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.928/",
    pages = "18598--18616",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-attack,
    title = "From Attack Surfaces to Actual Operations: A Survey of {M}odern {LLM} Jailbreaks",
    author = "Zhou, Ruikang  and
      Sun, Changsheng  and
      Meng, Mark Huasong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.929/",
    pages = "18617--18643",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yao-etal-2026-arc,
    title = "{ARC}: Active and Reflection-driven Context Management for Long-Horizon Information Seeking Agents",
    author = "Yao, Yilun  and
      Huang, Shan  and
      Dai, Elsie  and
      Tan, Zhewen  and
      Duan, Zhenyu  and
      Jia, Shousheng  and
      Jiang, Yanbing  and
      Yang, Tong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.930/",
    pages = "18644--18659",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ai-etal-2026-tooldna,
    title = "{T}ool{DNA}: Autonomous Evolution of Tool Metadata for Robust Dialogue Agents",
    author = "Ai, Qiuyuan  and
      Wang, Cong  and
      Zhang, Jiaqi  and
      Han, Zengxin  and
      Song, Jie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.931/",
    pages = "18660--18678",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-expertivs,
    title = "{E}xpert{IVS}: Sociological Expert Driven Individual Value Simulation in Large Language Models",
    author = "Wang, Zhen  and
      Ren, Yuqi  and
      Cui, Yuehan  and
      Wang, Hongxiang  and
      Peng, Jianxiang  and
      Zhang, Zhaoxia  and
      Zhu, Bingkun  and
      Zhang, Tongxuan  and
      Tong, Dezhi  and
      Xiong, Deyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.932/",
    pages = "18679--18699",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-red,
    title = "Be Your Own Red Teamer: Safety Alignment via Self-Play and Reflective Experience Replay",
    author = "Wang, Hao  and
      Wang, Yanting  and
      Li, Hao  and
      Li, Rui  and
      Sha, Lei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.933/",
    pages = "18700--18716",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-retentivekv,
    title = "{R}etentive{KV}: State-Space Memory for Uncertainty-Aware Multimodal {KV} Cache Eviction",
    author = "Liu, Sihao  and
      Xiong, YuFan  and
      Jiang, Zhonghua  and
      Wang, Zhaode  and
      lv, Chengfei  and
      Zhang, Shengyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.934/",
    pages = "18717--18727",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-rcbsf,
    title = "{RCBSF}: A Multi-Agent Framework for Automated Contract Revision via Stackelberg Game",
    author = "Xu, Shijia  and
      Wang, Yu  and
      Jia, Xiaolong  and
      Wu, Zhou  and
      Liu, Kai  and
      Dong, April Xiaowen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.935/",
    pages = "18728--18756",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lin-etal-2026-ravr,
    title = "{RAVR}: Reference-Answer-guided Variational Reasoning for Large Language Models",
    author = "Lin, Tianqianjin  and
      Zhao, Xi  and
      Zhang, Xingyao  and
      Long, Rujiao  and
      Xu, Yi  and
      Jiang, Zhuoren  and
      Su, Wenbo  and
      Zheng, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.936/",
    pages = "18757--18775",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ji-etal-2026-data,
    title = "Data-Centric Continual Pre-training for 500+ Languages: A New Bilingual Translation Corpus and Multilingual Models",
    author = "Ji, Shaoxiong  and
      Li, Zihao  and
      Paavola, Jaakko  and
      Luo, Hengyu  and
      Tiedemann, J{\textbackslash}{''}org",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.937/",
    pages = "18776--18807",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{guo-etal-2026-failures,
    title = "Failures are Treasures: Constructing a Pedagogical Bridge for Agentic Strategy Distillation",
    author = "Guo, Jiaxin  and
      Sun, Hao  and
      Zhang, Wenhao  and
      Yang, Chunyu  and
      Zhang, Yan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.938/",
    pages = "18808--18823",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-privacy,
    title = "Privacy-Preserving Reasoning with Knowledge-Distilled Parametric Retrieval Augmented Generation",
    author = "Chen, Jinwen  and
      Zhang, Hainan  and
      Pang, Liang  and
      Tong, Yongxin  and
      Zhou, Haibo  and
      Lin, Wei  and
      Zheng, Zhiming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.939/",
    pages = "18824--18838",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sun-etal-2026-beyond,
    title = "Beyond Sentence-level Labels: Integrating Conversational Context and Personal Experience for Natural Emotional Expression",
    author = "Sun, Haiyang  and
      Le, Chenyang  and
      Wang, Wei  and
      Zhang, Leying  and
      Li, Chuang  and
      Han, Bing  and
      Li, Chenda  and
      Bi, Mengxiao  and
      Qian, Yanmin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.940/",
    pages = "18839--18854",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-structure,
    title = "Structure-Aware Zero-Shot Relational Learning for Knowledge Graphs without External Knowledge",
    author = "Xu, Kuan  and
      Zhang, Baoxin  and
      Fan, Shuyue  and
      Chen, Ming  and
      Ke, Zhipeng  and
      Yu, Jian  and
      Zhou, Xuezhong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.941/",
    pages = "18855--18869",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{bach-etal-2026-continual,
    title = "Continual Safety Alignment via Gradient-Based Sample Selection",
    author = "Bach, Thong  and
      Nguyen, Dung  and
      Le, Thao Minh  and
      Tran, Truyen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.942/",
    pages = "18870--18887",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hou-etal-2026-clinicalmc,
    title = "{C}linical{MC}: A Benchmark for Multi-Course Clinical Decision-Making with Large Language Models",
    author = "Hou, Ruihui  and
      Zhu, Siyi  and
      Huai, Ziyue  and
      Yu, Guangya  and
      Fan, Yongqi  and
      Wang, ChunMing  and
      Ruan, Tong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.943/",
    pages = "18888--18915",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{weng-etal-2026-safe,
    title = "Safe-{SAIL}: Towards a Fine-grained Safety Landscape of Large Language Models via Sparse Autoencoder Interpretation Framework",
    author = "Weng, Jiaqi  and
      Zheng, Han  and
      Zhang, Hanyu  and
      Zhou, Ej  and
      He, Qinqin  and
      Tao, Jialing  and
      Xue, Hui  and
      Chu, Zhixuan  and
      Wang, Xiting",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.944/",
    pages = "18916--18935",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{luo-etal-2026-graph,
    title = "Graph-Assisted Large Language Models: A Perspective on Mitigating Intrinsic Limitations",
    author = "Luo, Haitong  and
      Wang, Fali  and
      Zhang, Weiyao  and
      Zhang, Xianren  and
      Zhang, Zhiwei  and
      Zhao, Tianxiang  and
      Lin, Minhua  and
      Zhang, Jiahao  and
      Liu, Hui  and
      Tang, Xianfeng  and
      He, Qi  and
      Wang, Suhang  and
      Meng, Xuying  and
      Zhang, Yujun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.945/",
    pages = "18936--18955",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gao-etal-2026-guitester,
    title = "{GUIT}ester: Enabling {GUI} Agents for Exploratory Defect Discovery",
    author = "Gao, Yifei  and
      Wu, Jiang  and
      Chen, Xiaoyi  and
      Yang, Yifan  and
      Cui, Zhe  and
      Ma, Tianyi  and
      Zhang, Jiaming  and
      Sang, Jitao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.946/",
    pages = "18956--18978",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{keyu-etal-2026-bicsrouter,
    title = "{B}i{CSR}outer: Bi-Level Cross-System Routing for Utility-Aware {LLM} Inference",
    author = "Keyu, Mao  and
      Murata, Eiki  and
      Honda, Ukyo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.947/",
    pages = "18979--18993",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{song-etal-2026-faer,
    title = "{FAER}: Benchmarking {VLM}s for Failure-Aware Embodied Reasoning",
    author = "Song, Hao  and
      Liu, Kaifeng  and
      Liu, Yuanxing  and
      Tian, Xiang  and
      Wang, Xuesong  and
      Yifan, Chen  and
      Zhang, Weinan  and
      Liu, Ting",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.948/",
    pages = "18994--19016",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{fang-etal-2026-reverse,
    title = "Reverse Constitutional {AI}: A Framework for Controllable Toxic Data Generation via Probability-Clamped {RLAIF}",
    author = "Fang, Yuan  and
      Luo, Yiming  and
      Zhou, Aimin  and
      Tan, Fei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.949/",
    pages = "19017--19039",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-toolgrad,
    title = "{T}ool{G}rad: Efficient Tool-use Dataset Generation with Textual ``Gradients''",
    author = "Zhou, Zhongyi  and
      Uehara, Kohei  and
      Zhang, Haoyu  and
      Zhou, Jingtao  and
      Gu, Lin  and
      Du, Ruofei  and
      Xu, Zheng  and
      Harada, Tatsuya",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.950/",
    pages = "19040--19056",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xie-etal-2026-unlocking,
    title = "Unlocking Exploration in {RLVR}: Uncertainty-aware Advantage Shaping for Deeper Reasoning",
    author = "Xie, Can  and
      Pan, Ruotong  and
      Wu, Xiangyu  and
      Yunfei, Zhang  and
      Fu, Jiayi  and
      Gao, Tingting  and
      Zhou, Guorui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.951/",
    pages = "19057--19076",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-glossagen,
    title = "{G}lossa{G}en: Making Academic Translation Smarter with Glossing",
    author = "Wang, Zixiao  and
      Zhang, Duzhen  and
      Zhang, Juntian  and
      Liu, Yuhan  and
      Li, Guoming  and
      Wu, Haolun  and
      Song, Le  and
      Chen, Xiuying",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.952/",
    pages = "19077--19095",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-wang-2026-decovec,
    title = "{D}e{C}o{V}ec: Building Decoding Space based Task Vector for Large Language Models via In-Context Learning",
    author = "Li, Feiyang  and
      Wang, Yile",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.953/",
    pages = "19096--19111",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-hebbian,
    title = "Hebbian-Guided Bi-Directional Rank Adaptation for Parameter-Efficient Fine-Tuning",
    author = "Zhao, Xing  and
      Yang, Liu  and
      Zhao, Xi-Le  and
      Yang, Yueqi  and
      Jiang, Tianqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.954/",
    pages = "19112--19128",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gao-etal-2026-strunrag,
    title = "{S}tru{NRAG}: Evaluation of {OCR}-Induced Structural Noise on {RAG} Robustness",
    author = "Gao, Mengna  and
      Yin, Dapeng  and
      Zhu, Shuyue  and
      Hou, Bingxuan  and
      Ni, Zhanpeng  and
      Wang, Junli",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.955/",
    pages = "19129--19148",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-memory,
    title = "Memory as Action: Autonomous Context Curation for Long-Horizon Agentic Tasks",
    author = "Zhang, Yuxiang  and
      Shu, Jiangming  and
      Ma, Ye  and
      Lin, Xueyuan  and
      Wu, Shangxi  and
      Sang, Jitao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.956/",
    pages = "19149--19164",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yu-etal-2026-experience,
    title = "Experience is the Teacher: Reusing Atomic Thoughts from {LLM}s to Improve Medical Dialogue",
    author = "Yu, Guangya  and
      Luo, Hui  and
      Ye, Qi  and
      Hou, Ruihui  and
      Zhang, Weiyan  and
      Shang, Mingxi  and
      Li, Xuanwu  and
      Wang, ChunMing  and
      Ruan, Tong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.957/",
    pages = "19165--19184",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wei-etal-2026-beyond,
    title = "Beyond Static Personas: Situational Personality Steering for Large Language Models",
    author = "Wei, Zesheng  and
      Li, Mengxiang  and
      Wang, Zilei  and
      Deng, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.958/",
    pages = "19185--19210",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-born,
    title = "Born Pragmatic, Trained to Hallucinate? Quantifying the Origins of Contextual Bias in {LLM}s via the {P}a{CE} Benchmark",
    author = "Li, Ziming  and
      Tian, Yu  and
      Lan, Tian  and
      Li, Jiang  and
      Duo, Zehua  and
      Gao, Guanglai  and
      Su, Xiangdong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.959/",
    pages = "19211--19235",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tian-etal-2026-domain,
    title = "Domain-Specific Data Generation Framework for {RAG} Adaptation",
    author = "Tian, Chris Xing  and
      Xie, Weihao  and
      Chen, Zhen  and
      Liu, Hui  and
      Yi, Zhengyuan  and
      Li, Haoliang  and
      Wang, Shiqi  and
      Ma, Siwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.960/",
    pages = "19236--19250",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{park-etal-2026-tracing,
    title = "Tracing Mathematical Proficiency Through Problem-Solving Processes",
    author = "Park, Jungyang  and
      Kang, Suho  and
      Park, Jaewoo  and
      Kim, Jae Hong  and
      Shin, Jaewoo  and
      Park, Seonjoon  and
      Yu, Youngjae",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.961/",
    pages = "19251--19269",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{guo-etal-2026-decision,
    title = "Decision Biases and Intent-Irony Decoupling in Large Language Models",
    author = "Guo, Kewei  and
      Sun, Lingyun  and
      Guan, Manhao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.962/",
    pages = "19270--19287",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lim-kim-2026-anonpsy,
    title = "Anonpsy: A Graph-Based Framework for Structure-Preserving De-identification of Psychiatric Narratives",
    author = "Lim, Kyungho  and
      Kim, Byung-Hoon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.963/",
    pages = "19288--19311",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-hearsay,
    title = "{H}ear{S}ay Benchmark: Do Audio {LLM}s Leak What They Hear?",
    author = "Wang, Jin  and
      Luo, Kaiwen  and
      Lin, Liang  and
      Wang, Weiliu  and
      Chen, Yitian  and
      Aloqaily, Moayad  and
      Tang, Xuehai  and
      Zhou, Zhenhong  and
      Wang, Kun  and
      Sun, Li  and
      Wen, Qingsong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.964/",
    pages = "19312--19331",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{han-etal-2026-longinsightbench,
    title = "{L}ong{I}nsight{B}ench: A Comprehensive Benchmark for Evaluating Omni-Modal Models on Human-Centric Long-Video Understanding.",
    author = "Han, ZhaoYang  and
      Lin, Qihan  and
      Liang, Hao  and
      Chen, Bowen  and
      Liu, Zhou  and
      Zhang, Wentao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.965/",
    pages = "19332--19358",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-fixing,
    title = "Fixing Semantic Blind Spots in Anchor Tokens of d{MLLM}s",
    author = "Xu, Ruixuan  and
      Xu, Jiexi  and
      Zhao, Qiyan  and
      Zhang, Xiaofeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.966/",
    pages = "19359--19374",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-beyond-transcription,
    title = "Beyond Transcription: Unified Audio Schema for Perception-Aware {A}udio{LLM}s",
    author = "Zhang, Linhao  and
      Song, Yuhan  and
      Liu, Aiwei  and
      Wu, Chuhan  and
      Zhang, Sijun  and
      Jia, Wei  and
      Liu, Yuan  and
      Wang, Houfeng  and
      Xiao, Zhou",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.967/",
    pages = "19375--19390",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{han-etal-2026-style,
    title = "From Style to Story: A Curriculum Learning Approach for Imitative Novel Generation",
    author = "Han, Xueran  and
      Liu, Yuhan  and
      Li, Mingzhe  and
      Liu, Wei  and
      Hu, Sen  and
      Yan, Rui  and
      xu, Zhiqiang  and
      Chen, Xiuying",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.968/",
    pages = "19391--19408",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-arkrepobench,
    title = "{A}rk{R}epo{B}ench: A Repository-Level Code Completion Benchmark for {H}armony{OS} Development",
    author = "Wang, Yanlin  and
      Zhang, Bowen  and
      Wang, Yanli  and
      Guo, Daya  and
      Zhuo, Terry Yue  and
      Chen, Jiachi  and
      Liu, Mingwei  and
      Zhang, Xingong  and
      Zheng, Zibin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.969/",
    pages = "19409--19429",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-e5,
    title = "e5-omni: Explicit Cross-modal Alignment for Omni-modal Embeddings",
    author = "Chen, Haonan  and
      Gao, Sicheng  and
      Timofte, Radu  and
      Sakai, Tetsuya  and
      Dou, Zhicheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.970/",
    pages = "19430--19443",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sun-etal-2026-large-language,
    title = "Large Language Models Are Still Misled by Simple Bias Ensembles",
    author = "Sun, Zhouhao  and
      Kan, Zhiyuan  and
      Ding, Xiao  and
      Du, Li  and
      Cai, Bibo  and
      Zhao, Yang  and
      Qin, Bing  and
      Liu, Ting",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.971/",
    pages = "19444--19455",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{bai-etal-2026-text,
    title = "Text-to-{T}raj{V}is: Enabling Trajectory Data Visualizations from Natural Language Questions",
    author = "Bai, Tian  and
      Ying, Huiyan  and
      Suo, Kailong  and
      Wei, Victor Junqiu  and
      Fan, Tao  and
      Song, Yuanfeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.972/",
    pages = "19456--19475",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{duan-etal-2026-memtr,
    title = "{M}em{TR}: Enhancing Tool-Calling Reliability via Uncertainty-Triggered {FFN}-Space Retracing",
    author = "Duan, Hongtao  and
      Jiang, Lu  and
      Zhang, Minying  and
      Zhu, Xiaobing  and
      Bu, Tianpeng  and
      Jiang, Hao  and
      Wei, Xinyu  and
      hu, Lulu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.973/",
    pages = "19476--19493",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sun-etal-2026-sum,
    title = "More Than Sum of Its Parts: Deciphering Intent Shifts in Multimodal Hate Speech Detection",
    author = "Sun, Runze  and
      Zheng, Yu  and
      Xiong, Zexuan  and
      Qu, Zhongjin  and
      Chen, Lei  and
      Zhou, Jie  and
      Lu, Jiwen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.974/",
    pages = "19494--19514",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-specialization,
    title = "Specialization without Sparsity: Efficient and Expressive Split-Path Experts for {LLM} Fine-Tuning",
    author = "Liu, Ganghao  and
      Zhou, Qin  and
      Wang, Zhe  and
      Lu, Xuehan  and
      Huang, Haihua  and
      Tong, Yunfei  and
      Tian, Heng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.975/",
    pages = "19515--19527",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-pardon,
    title = "Pardon? Evaluating Conversational Repair in Large Audio-Language Models",
    author = "Huang, Shuanghong  and
      Xu, Jinlei  and
      Zhou, Youchao  and
      Zhou, Yanghao  and
      Zhao, Xuan  and
      Feng, Chong  and
      Zhang, Wenxuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.976/",
    pages = "19528--19541",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{park-etal-2026-toxreason,
    title = "{T}ox{R}eason: A Benchmark for Mechanistic Chemical Toxicity Reasoning via Adverse Outcome Pathway",
    author = "Park, Jueon  and
      Jang, WonJune  and
      Kim, Chanhwi  and
      Park, Yein  and
      Kang, Jaewoo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.977/",
    pages = "19542--19564",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{pan-etal-2026-cvrh,
    title = "{CVRH}: Cross-modal Variational Role Hypergraph Network via Semantic Enhancement for Multi-modal Event Argument Extraction",
    author = "Pan, Bangze  and
      Li, Yang  and
      Pu, Ruili  and
      Wang, Suge  and
      Liao, Jian  and
      Zheng, JianXing  and
      Li, Xiaoli  and
      Li, Deyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.978/",
    pages = "19565--19575",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-diffcl,
    title = "{D}iff{CL}: Difference-Aware Contrastive Learning for Automatic Answer Grading with Multi-Level Semantic Modeling",
    author = "Chen, Lei  and
      Gao, BoYu  and
      Liu, Zitao  and
      Wan, Tingjie  and
      Luo, Weiqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.979/",
    pages = "19576--19589",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-gala,
    title = "{G}a{L}a: Hypergraph-Guided Visual Language Models for Procedural Planning",
    author = "Wang, Kun  and
      Yiming, Li  and
      Qu, Mingcheng  and
      Zhang, Aqiang  and
      Yang, Guang  and
      Su, Tonghua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.980/",
    pages = "19590--19603",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{du-etal-2026-twinvoice,
    title = "{T}win{V}oice: A Multi-dimensional Benchmark Towards Digital Twins via {LLM} Persona Simulation",
    author = "Du, Bangde  and
      Guo, Minghao  and
      He, Songming  and
      Ye, Ziyi  and
      Zhu, Xi  and
      Su, Weihang  and
      Zhu, Shuqi  and
      Zhou, Yujia  and
      Zhang, Yongfeng  and
      Ai, Qingyao  and
      Liu, Yiqun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.981/",
    pages = "19604--19628",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hu-etal-2026-ce,
    title = "{CE}-{RM}: A Pointwise Generative Reward Model Optimized via Two-Stage Rollout and Unified Criteria",
    author = "Hu, Xinyu  and
      He, Yancheng  and
      Wang, Weixun  and
      Feng, Tao  and
      Lin, Li  and
      Liu, Jiashun  and
      Su, Wenbo  and
      Zheng, Bo  and
      Wan, Xiaojun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.982/",
    pages = "19629--19642",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{song-etal-2026-hard,
    title = "Hard to Read, Easy to Jailbreak: How Visual Degradation Bypasses {MLLM} Safety Alignment",
    author = "Song, Zhixue  and
      Han, Boyan  and
      Wang, Yiwei  and
      Zhang, Chi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.983/",
    pages = "19643--19658",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-unleashing,
    title = "Unleashing the Native Recommendation Potential: {LLM}-Based Generative Recommendation via Structured Term Identifiers",
    author = "Zhang, Zhiyang  and
      She, Junda  and
      Cai, Kuo  and
      Chen, Bo  and
      Wang, Shiyao  and
      Luo, Xinchen  and
      Luo, Qiang  and
      Tang, Ruiming  and
      Li, Han  and
      Gai, Kun  and
      Zhou, Guorui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.984/",
    pages = "19659--19673",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhai-etal-2026-abstain,
    title = "Abstain-R1: Calibrated Abstention and Post-Refusal Clarification via Verifiable {RL}",
    author = "Zhai, Haotian  and
      Liang, Jingcheng  and
      Kang, Dongyeop",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.985/",
    pages = "19674--19695",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{furniturewala-etal-2026-learning,
    title = "Learning Through Dialogue: Engagement and Efficacy Matter More Than Explanations",
    author = "Furniturewala, Shaz  and
      Yeo, Gerard Christopher  and
      Jaidka, Kokil",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.986/",
    pages = "19696--19711",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-codebind,
    title = "{C}ode{B}ind: Decoupled Representation Learning for Multimodal Alignment with Unified Compositional Codebook",
    author = "Chen, Zeyu  and
      Li, Jie  and
      Han, Kai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.987/",
    pages = "19712--19738",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-xiong-2026-mass,
    title = "{MASS}: Deep Research for Social Sciences with Memory-Augmented Social Simulation",
    author = "Liu, Yongrui  and
      Xiong, Deyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.988/",
    pages = "19739--19758",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liang-liao-2026-ls,
    title = "{LS}-Guard: Adaptive Safety Guardrails Tailored to Individual {LLM}s",
    author = "Liang, Jinggui  and
      Liao, Lizi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.989/",
    pages = "19759--19772",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-rethinking-llm,
    title = "Rethinking {LLM} Watermark Detection in Black-Box Settings: A Non-Intrusive Third-Party Framework",
    author = "Wang, Zhuoshang  and
      Ren, Yubing  and
      Cao, Yanan  and
      Fang, Fang  and
      Li, Xiaoxue  and
      Guo, Li",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.990/",
    pages = "19773--19790",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-deputy,
    title = "Deputy: Accelerating Large Language Model Inference with Dynamic Low-Rank Substitution",
    author = "Zhou, Yuhua  and
      Weng, Shichao  and
      Zhou, Changhai  and
      Wu, Yuhan  and
      Qiao, Qian  and
      Gao, Jun  and
      Yang, Fei  and
      Pan, Aimin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.991/",
    pages = "19791--19810",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{feng-etal-2026-sgg,
    title = "{SGG}-R$^{\rm 3}$: From Next-Token Prediction to End-to-End Unbiased Scene Graph Generation",
    author = "Feng, Jiaye  and
      Yin, Qixiang  and
      Liu, Yuankun  and
      Mo, Tong  and
      Li, Weiping",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.992/",
    pages = "19811--19830",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{al-hakim-etal-2026-preserving,
    title = "Preserving Fairness and Safety in Quantized {LLM}s Through Critical Weight Protection",
    author = "Al Hakim, Muhammad Alif  and
      Wicaksono, Alfan Farizki  and
      Koto, Fajri",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.993/",
    pages = "19831--19855",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-x,
    title = "{X}-Router: Decoupling Knowledge and Reasoning for Cost-Effective {LLM} Inference",
    author = "Wang, Zixuan  and
      Ding, Yinze  and
      Wang, Zihan  and
      Guo, Jinyu  and
      Zhou, Zhenhong  and
      Dong, Junhao  and
      Chen, Chaomeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.994/",
    pages = "19856--19874",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lv-etal-2026-spd,
    title = "{SPD}-Faith Bench: Diagnosing and Improving Faithfulness in Chain-of-Thought for Multimodal Large Language Models",
    author = "Lv, Weijiang  and
      Feng, Yaoxuan  and
      Xia, Xiaobo  and
      Wang, Jiayu  and
      Jing, Yan  and
      Chen, Wenchao  and
      Chen, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.995/",
    pages = "19875--19927",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{qi-etal-2026-hipo,
    title = "{HIPO}: A Hierarchical Prompt Optimization Framework with Task Awareness and Fine-Grained Debugging",
    author = "Qi, Lu  and
      Chai, Lei  and
      Yu, Hongrui  and
      Qi, Binhang  and
      Sun, Hailong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.996/",
    pages = "19928--19947",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{albatarni-etal-2026-maple,
    title = "{MAPLE}: A Meta-learning Framework for Cross-Prompt Essay Scoring",
    author = "Albatarni, Salam  and
      Bashendy, May  and
      Eltanbouly, Sohaila  and
      Elsayed, Tamer",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.997/",
    pages = "19948--19961",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-racer,
    title = "{RACER}: Retrieval-Augmented Contextual Rapid Speculative Decoding",
    author = "Zhang, Zihong  and
      Li, Zuchao  and
      Zhang, Lefei  and
      Wang, Ping  and
      Zhao, Hai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.998/",
    pages = "19962--19988",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shan-etal-2026-pec,
    title = "{PEC}-Home: Interpretation of Progressively Elliptical Commands in Smart Homes",
    author = "Shan, Yingyu  and
      Liu, Zeming  and
      Li, Silin  and
      Qian, Boao  and
      Yao, Jiashu  and
      Guo, Yuhang  and
      Wang, Haifeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.999/",
    pages = "19989--20006",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-towards-ip,
    title = "Towards {IP} Intelligence: Benchmarking Large Language Models on Intellectual Property Knowledge and Practice",
    author = "Wang, Qiyao  and
      Chen, Guhong  and
      Wang, Hongbo  and
      Liu, Huaren  and
      Zhu, Minghui  and
      Qin, Zhifei  and
      Linwei, Li  and
      Yue, Yilin  and
      Wang, Shiqiang  and
      Li, Jiayan  and
      Yihang, Wu  and
      Liu, Ziqiang  and
      Chen, Longze  and
      Luo, Run  and
      Fan, Liyang  and
      Li, Jiaming  and
      Zhang, Lei  and
      Xu, Kan  and
      Alinejad-Rokny, Hamid  and
      Li, Chengming  and
      Ni, Shiwen  and
      Lin, Yuan  and
      Yang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1000/",
    pages = "20007--20052",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-echomllm,
    title = "{E}cho{MLLM}: Incentivizing Echocardiographic Video Understanding with Keyframe Grounding and Report Generation",
    author = "Huang, Heyu  and
      Sun, Wanran  and
      Chen, Chi  and
      Chen, Bo  and
      Guo, Zonghao  and
      Li, Yuhua  and
      Li, Ruixuan  and
      He, Kunlun  and
      Sun, Maosong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1001/",
    pages = "20053--20071",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ma-etal-2026-hauntattack,
    title = "{HAUNTATTACK}: When Attack Follows Reasoning as a Shadow",
    author = "Ma, Jingyuan  and
      Li, Rui  and
      Li, Zheng  and
      Liu, Junfeng  and
      Xia, Heming  and
      Sha, Lei  and
      Sui, Zhifang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1002/",
    pages = "20072--20091",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{guo-etal-2026-rethinking-multiple,
    title = "Rethinking Multiple-Choice Questions for {RLVR}: Unlocking Potential via Distractor Design",
    author = "Guo, Xu  and
      Ge, Qiming  and
      Tong, Jian  and
      Chen, Kedi  and
      Zhang, Jin  and
      Yang, Xiaogui  and
      Gao, Xuan  and
      Lv, Haijun  and
      Lu, Zhihui  and
      Zou, Yicheng  and
      Guo, Qipeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1003/",
    pages = "20092--20113",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{pan-etal-2026-s2st,
    title = "{S}2{ST}-Omni: Hierarchical Language-Aware {S}peech{LLM} Adaptation for Multilingual Speech-to-Speech Translation",
    author = "Pan, Yu  and
      Wu, Xiongfei  and
      Yuguang, Yang  and
      Yao, Jixun  and
      Cordy, Maxime  and
      Ma, Lei  and
      Zhao, Jianjun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1004/",
    pages = "20114--20124",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xiong-etal-2026-g,
    title = "{G}-{L}o{RA}: Global-Local Decoupled Low-Rank Adaptation",
    author = "Xiong, Jiahao  and
      Huang, Yihong  and
      Liu, Yihe  and
      Hu, Xianming  and
      Zhao, Hongbo  and
      Zhang, Kai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1005/",
    pages = "20125--20141",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-making,
    title = "Making {MLLM}s Blind: Adversarial Smuggling Attacks in {MLLM} Content Moderation",
    author = "Li, Zhiheng  and
      Ma, Zongyang  and
      Pan, Yuntong  and
      Zhang, Ziqi  and
      Lv, Xiaolei  and
      Li, Bo  and
      Gao, Jun  and
      Zhang, Jianing  and
      Yuan, Chunfeng  and
      Li, Bing  and
      Hu, Weiming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1006/",
    pages = "20142--20161",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ren-etal-2026-latentrefusal,
    title = "{L}atent{R}efusal: Latent-Signal Refusal for Unanswerable Text-to-{SQL} Queries",
    author = "Ren, Xuancheng  and
      Hu, Shijing  and
      Lu, Zhihui  and
      Huang, Jiangqi  and
      Duan, Qiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1007/",
    pages = "20162--20179",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tikhomirova-wulff-2026-meaning,
    title = "Where meaning lives: Layer-wise accessibility of psycholinguistic features in encoder and decoder language models",
    author = "Tikhomirova, Taisiia  and
      Wulff, Dirk U.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1008/",
    pages = "20180--20205",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-dynamicfocalpo,
    title = "{D}ynamic{F}ocal{PO}: Adaptive Focusing Strategy for Preference Optimization",
    author = "Zhou, Shu  and
      Chen, Junan  and
      Ling, Rui  and
      Wang, Xin  and
      Fan, Tao  and
      Wang, Hao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1009/",
    pages = "20206--20221",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cang-etal-2026-graph,
    title = "Graph-{GRPO}: Stabilizing Multi-Agent Topology Learning via Group Relative Policy Optimization",
    author = "Cang, Yueyang  and
      Zhang, Xiaoteng  and
      Zhao, Erlu  and
      Ji, Zehua  and
      Liu, Yuhang  and
      He, Yuchen  and
      Ning, Zhiyuan  and
      Yijun, Chen  and
      Que, Wenge  and
      Shi, Li",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1010/",
    pages = "20222--20231",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cao-etal-2026-remedi,
    title = "{R}e{M}edi: Reasoner for Medical Clinical Prediction",
    author = "Cao, Yushi  and
      Chen, Yiming  and
      Jiang, Hongchao  and
      Lee, Hung-yi  and
      Tan, Robby T.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1011/",
    pages = "20232--20241",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-jx4mei,
    title = "{JX}4{MEI}: Multimodal Semantically-Enhanced {LLM} for Joint Multimodal Emotion-Intent Explanation and Classification",
    author = "Huang, YiJie  and
      Yang, Xiaocui  and
      Feng, Shi  and
      Wang, Daling  and
      Zhang, Yifei  and
      Yuan, Ning  and
      Jia, Zhuoyue  and
      Zhang, Wen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1012/",
    pages = "20242--20261",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cao-etal-2026-breaking,
    title = "Breaking the ``Provable Security'': Detecting Finite-Precision Artifacts in {LLM}-based Steganography via Low-Probability Vanishing",
    author = "Cao, Wenzhao  and
      Wang, Yaofei  and
      Hu, Donghui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1013/",
    pages = "20262--20274",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sun-etal-2026-fact,
    title = "{FACT}-{E}: Causality-Inspired Evaluation for Trustworthy Chain-of-Thought Reasoning",
    author = "Sun, Yuxi  and
      Zuo, Aoqi  and
      Xie, Haotian  and
      Gao, Wei  and
      Gong, Mingming  and
      Ma, Jing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1014/",
    pages = "20275--20293",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-drift,
    title = "{DRIFT}: Transferring Reasoning Priors for Efficient {MLLM} Fine-Tuning",
    author = "Huang, Chao  and
      Zhang, Zeliang  and
      Liu, Jiang  and
      Sun, Ximeng  and
      Wu, Jialian  and
      Yu, Xiaodong  and
      Wang, Ze  and
      Xu, Chenliang  and
      Barsoum, Emad  and
      Liu, Zicheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1015/",
    pages = "20294--20309",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-mitigating,
    title = "Mitigating Hallucinations in {VLM}s: Enhancing Visual Attention via Head-Wise Perturbation",
    author = "Wang, Zhenghua  and
      Wu, Yixin  and
      Zhang, Feiran  and
      Qian, Qi  and
      Lv, Changze  and
      Huang, Xuanjing  and
      Zheng, Xiaoqing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1016/",
    pages = "20310--20321",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhong-etal-2026-modeling,
    title = "Modeling Multi-Dimensional Cognitive States in Large Language Models under Cognitive Crowding",
    author = "Zhong, Lin  and
      Zhu, Siyu  and
      Yuan, Zizhen  and
      Cui, Jinhao  and
      Zhao, Xinyang  and
      Wang, Lingzhi  and
      Chen, Hao  and
      Liao, Qing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1017/",
    pages = "20322--20350",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sun-etal-2026-emomm,
    title = "{E}mo{MM}: Benchmarking and Steering {MLLM} for Multimodal Emotion Recognition under Conflict and Missingness",
    author = "Sun, Yueru  and
      Zhang, Yimeng  and
      Gu, Haoyu  and
      Chen, Nuo  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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1018/",
    pages = "20351--20371",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{he-etal-2026-veri,
    title = "Veri-R1: Toward Precise and Faithful Claim Verification via Online Reinforcement Learning",
    author = "He, Qi  and
      Qian, Cheng  and
      Chen, Xiusi  and
      He, Bingxiang  and
      Fung, Yi R.  and
      Ji, Heng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1019/",
    pages = "20372--20391",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{feng-etal-2026-mimiclm,
    title = "{M}imic{LM}: Zero-Shot Voice Imitation through Autoregressive Modeling of Pseudo-Parallel Speech Corpora",
    author = "Feng, Tao  and
      Wang, Yuxiang  and
      Wang, Yuancheng  and
      Zhang, Xueyao  and
      Chen, Dekun  and
      Wang, Chaoren  and
      Guan, Xun  and
      Wu, Zhizheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1020/",
    pages = "20392--20405",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hu-etal-2026-fine,
    title = "Fine-Grained Data Ordering Improves Fine-Tuning for Large Language Models",
    author = "Hu, Xiaomeng  and
      Tang, Yixuan  and
      Li, Haoze  and
      Chen, Hao  and
      Zhang, Qi  and
      Shen, Zhanming  and
      Zhang, Yiming  and
      Wang, Haobo  and
      Zhao, Junbo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1021/",
    pages = "20406--20418",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{duan-etal-2026-lifesim,
    title = "{L}ife{S}im: Long-Horizon User Life Simulator for Personalized Assistant Evaluation",
    author = "Duan, Feiyu  and
      Huang, Xuanjing  and
      Wei, Zhongyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1022/",
    pages = "20419--20463",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{song-etal-2026-interactive,
    title = "Interactive Semantic Parsing with Reinforcement Learning for Knowledge Graph Reasoning",
    author = "Song, Yurun  and
      Shen, Xiangqing  and
      Yu, Jianfei  and
      Xia, Rui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1023/",
    pages = "20464--20484",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{dragomir-etal-2026-clewr,
    title = "{CL}ew{R}: Curriculum Learning with Restarts for Machine Translation Preference Learning",
    author = "Dragomir, Alexandra  and
      Brad, Florin  and
      Ionescu, Radu Tudor",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1024/",
    pages = "20485--20496",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-targeting,
    title = "Targeting the Needle, Ignoring the Haystack: Anchoring Crucial Cues for Evolving Scam Call Detection via an {LLM}-Assisted Classifier",
    author = "Wu, Tong  and
      Su, Qinliang  and
      Yu, Jianxing  and
      Liang, Bo  and
      Huang, Minhua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1025/",
    pages = "20497--20513",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{pham-etal-2026-distributional,
    title = "Distributional Alignment for Large Language Models under Domain Shift",
    author = "Pham, Viet Thanh  and
      Qu, Lizhen  and
      Li, Zhuang  and
      Haffari, Gholamreza",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1026/",
    pages = "20514--20528",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-traces,
    title = "Traces in the Brain: Neural Evidence for Syntactic Movement in {E}nglish and {C}hinese",
    author = "Huang, Yuhan  and
      Ma, Zhengwu  and
      Jin, Yuqi  and
      Chan, Beth  and
      Shen, Zheng  and
      Lai, Jackie Yan-Ki  and
      Hale, John T.  and
      Li, Jixing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1027/",
    pages = "20529--20543",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ye-etal-2026-linguagame,
    title = "{L}ingua{G}ame: A Linguistically Grounded Game-Theoretic Paradigm for Multi-Agent Dialogue Generation",
    author = "Ye, Yuxiao  and
      Zhang, Yiming  and
      Ma, Yiran Rex  and
      Xie, Huiyuan  and
      Zhu, Huining  and
      Liu, Zhiyuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1028/",
    pages = "20544--20558",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{su-etal-2026-dual,
    title = "A Dual-View Analysis of Multiple Languages in Colonial Newspapers",
    author = "Su, Zhan  and
      Chen, Xiaoya  and
      Mo, Fengran  and
      Vos, Ida L.  and
      Tiwari, Prayag  and
      Zhang, Yazhou  and
      Zheng, Qian  and
      Perez, Nat{\textbackslash}'alia da Silva",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1029/",
    pages = "20559--20573",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{qi-etal-2026-care,
    title = "{CARE}-{CR}: Context-Aware Routing and Expert Fusion for Multi-Preference Cognitive Restructuring",
    author = "Qi, Hongzhi  and
      Wang, Liangcheng  and
      YU, Yijing  and
      Li, Jianqiang  and
      Yang, Bing Xiang  and
      Zhao, Qing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1030/",
    pages = "20574--20588",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-evocot,
    title = "{E}vo{C}o{T}: Overcoming the Exploration Bottleneck in Reinforcement Learning for {LLM}s",
    author = "Liu, Huanyu  and
      Li, Jia  and
      Dong, Yihong  and
      Yu, Chang  and
      Chen, Taozhi  and
      Wang, Lecheng  and
      Tao, Yongding  and
      Gu, Bin  and
      Li, Ge",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1031/",
    pages = "20589--20603",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-context,
    title = "Context as a Tool: Context Management for Long-Horizon {SWE}-Agents",
    author = "Liu, Shukai  and
      Jiang, Bo  and
      Yang, Jian  and
      LI, Yizhi  and
      Guo, Jinyang  and
      Liu, Xianglong  and
      Dai, Bryan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1032/",
    pages = "20604--20617",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gao-etal-2026-beyond,
    title = "Beyond Static Profiles: Capturing the Fluidity of User Preferences in Diverse Scenarios",
    author = "Gao, Chunyang  and
      Huang, Yi  and
      Yao, Jingyu  and
      Wu, Xiaoting  and
      Feng, Junlan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1033/",
    pages = "20618--20634",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tao-etal-2026-mitigating,
    title = "Mitigating Coordinate Prediction Bias from Positional Encoding Failures",
    author = "Tao, Xingjian  and
      Wang, Yiwei  and
      Cai, Yujun  and
      Luo, Yihong  and
      Han, Kai  and
      Tang, Jing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1034/",
    pages = "20635--20650",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chatterjee-etal-2026-perducer,
    title = "{P}er{D}ucer: Keyphrase-Driven Personalization Inducer for Summarization from User Histories",
    author = "Chatterjee, Parthiv  and
      Batha, Asish Joel  and
      Dasgupta, Sourish  and
      Chakraborty, Tanmoy",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1035/",
    pages = "20651--20677",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-beyond-fixed,
    title = "Beyond A Fixed Seal: Adaptive Stealing Watermark in Large Language Models",
    author = "Zhang, Shuhao  and
      Chen, Yuli  and
      Han, Jiale  and
      Cheng, Bo  and
      Ma, Jiabao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1036/",
    pages = "20678--20695",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-unigem,
    title = "{U}ni{G}e{M}: Unifying Data Selection and Mixing via Geometric Exploration and Mining",
    author = "Wang, Changhao  and
      Yunfeiyu  and
      Yao, Xinhao  and
      Yang, Jiaolong  and
      Yu, Lu  and
      Fang, Junpeng  and
      Li, Chaobo  and
      Cantoro, Riccardo  and
      Cui, Qing  and
      Zhou, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1037/",
    pages = "20696--20714",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tang-etal-2026-dont,
    title = "Don{'}t Just Listen, Try Planning: Graph-based Retrieval-Generation Agent for Long-form Audio Meeting Understanding",
    author = "Tang, Quanwei  and
      Zhang, Dong  and
      Li, Shoushan  and
      Zhou, Guodong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1038/",
    pages = "20715--20742",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{deng-etal-2026-flash,
    title = "{FLASH}: Focused Layer Attention Sink Hijacking",
    author = "Deng, Siyuan  and
      Li, Yerong  and
      Shang, Fanhua  and
      Liu, Hongying",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1039/",
    pages = "20743--20761",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-spide,
    title = "{SPIDE}: Serial and Parallel Intertwined Speculative Decoding",
    author = "Xu, Wenru  and
      Xu, Peixuan  and
      Yang, Ziqi  and
      Hu, Ming  and
      Wang, Zihui  and
      Qi, Jianzhong  and
      Yu, Rongshan  and
      Fan, Xiaoliang  and
      Wang, Cheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1040/",
    pages = "20762--20779",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-mdeval,
    title = "{M}d{E}val: Massively Multilingual Code Debugging",
    author = "Liu, Shukai  and
      Chai, Linzheng  and
      Yang, Jian  and
      Shi, Jiajun  and
      Zhu, He  and
      Wang, Liran  and
      Ke, Jin  and
      Zhang, Wei  and
      Zhu, Hualei  and
      Guo, Shuyue  and
      Sun, Tao  and
      Liu, Jiaheng  and
      Duan, Yunlong  and
      Hao, Yu  and
      Yang, Liqun  and
      Niu, Guanglin  and
      Zhang, Ge  and
      Li, Zhoujun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1041/",
    pages = "20780--20797",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jiang-etal-2026-breaking,
    title = "Breaking Consensus Bias: Unsupervised Reinforcement Learning for Machine Translation",
    author = "Jiang, Shuting  and
      Song, Ran  and
      Zhang, Siqi  and
      Huang, Yuxin  and
      Gao, Shengxiang  and
      Yu, Zhengtao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1042/",
    pages = "20798--20812",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-reasoning-aware,
    title = "Reasoning-Aware {AIGC} Detection via Alignment and Reinforcement",
    author = "Wang, Zhao  and
      Xiong, Max  and
      Lian, Jianxun  and
      Dou, Zhicheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1043/",
    pages = "20813--20829",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-beyond,
    title = "Beyond Modality Collapse: Taming Guided Modality Entropy for Omni-modal Emotion Reasoning",
    author = "Zhao, Xian  and
      Hu, Rui  and
      Zhang, Yuxiang  and
      Qiu, Delai  and
      Wang, Yining  and
      Liu, Shengping  and
      Yu, Jian  and
      Sang, Jitao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1044/",
    pages = "20830--20845",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hashiloni-etal-2026-id10m,
    title = "{ID}10{M}-{JAM}: Stress-Testing Idiom Identification Under Challenging Context",
    author = "Hashiloni, Kai Golan  and
      Livyatan, Lior  and
      Hefetz, Ofri  and
      Mannor, Alon  and
      Cohen, Bar  and
      Bar, Kfir",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1045/",
    pages = "20846--20864",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhuoning-etal-2026-mentor,
    title = "{MENTOR}: Mitigating Identity Drift in Dynamic Role-Playing via Dual-Chain Structured Memory",
    author = "Zhuoning, Zhu  and
      Gao, Xingyu  and
      Shi, Hailong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1046/",
    pages = "20865--20882",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-beyond-benchmarks,
    title = "Beyond Benchmarks: A Capability-Based Maturity Model for Systematic {AI} Integration in Hospitals",
    author = "Li, Rui  and
      WU, Xiaofen  and
      Liu, Mingqian  and
      Song, Xiaoxia  and
      Xiangjun, Xu  and
      Qiao, Jiacheng  and
      Boqin, Zhuang  and
      Chen, Xu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1047/",
    pages = "20883--20895",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-diffuspec,
    title = "{D}iffu{S}pec: Unlocking Diffusion Language Models for Speculative Decoding",
    author = "Li, Guanghao  and
      Fu, Zhihui  and
      Fang, Min  and
      Zhao, Qibin  and
      Tang, Ming  and
      Yuan, Chun  and
      Wang, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1048/",
    pages = "20896--20910",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{he-etal-2026-tenp,
    title = "{TENP}: Trapezoidal Expert Neuron Pruning For Mixture-of-Experts",
    author = "He, Jiangyang  and
      Zhu, Shaolin  and
      Xiong, Deyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1049/",
    pages = "20911--20925",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhan-etal-2026-flowrag,
    title = "{F}low{RAG}: Synergizing Explicit Reasoning via Frequency-Aware Multi-Granularity Graph Flow",
    author = "Zhan, Bihao  and
      Cao, Zongsheng  and
      Zhou, Jie  and
      Zhang, Bo  and
      He, Liang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1050/",
    pages = "20926--20936",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-ontoguard,
    title = "{O}nto{G}uard: Enforcing Action Admissibility for {LLM} Agents in Complex Interactive Environments",
    author = "Liu, Pengxiang  and
      Ren, Tao  and
      Xiong, Wei  and
      Yang, Tingrui  and
      Wang, Junjie  and
      HU, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1051/",
    pages = "20937--20952",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-self,
    title = "Self-Correcting {RAG}: Enhancing Faithfulness via {MMKP} Context Selection and {NLI}-Guided {MCTS}",
    author = "Xu, Shijia  and
      Wu, Zhou  and
      Jia, Xiaolong  and
      Wang, Yu  and
      Liu, Kai  and
      Dong, April Xiaowen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1052/",
    pages = "20953--20976",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{he-etal-2026-differ,
    title = "{D}iff{ER}: Diffusion Entity-Relation Modeling for Reversal Curse in Diffusion Large Language Models",
    author = "He, Shaokai  and
      Wei, Kaiwen  and
      Zeng, Xinyi  and
      Chen, Xiang  and
      Yang, Xue  and
      Li, Zhenyang  and
      Zhong, Jiang  and
      Tian, Yu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1053/",
    pages = "20977--20987",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-layer,
    title = "Layer-aware Dual-directional Modulation for Low-resource Machine Translation",
    author = "Zhang, Siqi  and
      Song, Ran  and
      Jiang, Shuting  and
      Huang, Yuxin  and
      Yu, Zhengtao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1054/",
    pages = "20988--21000",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-matcha,
    title = "{MATCHA}: Matching Text via Contrastive Semantic Alignment",
    author = "Li, Siran  and
      Etoglu, Ece Sena  and
      Eickhoff, Carsten  and
      Bahrainian, Seyed Ali",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1055/",
    pages = "21001--21018",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-plam,
    title = "{P}la{M}: Training-Free Plateau-Guided Model Merging for Better Visual Grounding in {MLLM}s",
    author = "Wang, Zijing  and
      Liu, YongKang  and
      Wang, Mingyang  and
      Nie, Ercong  and
      Chen, Deyuan  and
      Zhao, Zhengjie  and
      Feng, Shi  and
      Wang, Daling  and
      Yang, Xiaocui  and
      Zhang, Yifei  and
      Schuetze, Hinrich",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1056/",
    pages = "21019--21035",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-efficient-inference,
    title = "Efficient Inference for Large Vision-Language Models: Bottlenecks, Techniques, and Prospects",
    author = "Zhang, Jun  and
      Ji, Yicheng  and
      Ren, Feiyang  and
      Li, Yihang  and
      Zeng, Bowen  and
      Chen, Zonghao  and
      Chen, Ke  and
      Shou, Lidan  and
      Chen, Gang  and
      Li, Huan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1057/",
    pages = "21036--21066",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-adaptive,
    title = "Adaptive Zooming via Relevance-Informed Positional Resource Allocation for Training-free {LLM} Context Extension",
    author = "Zhao, Hongbo  and
      Wang, Huibin  and
      Tang, Bin  and
      Hu, Xianming  and
      Huang, Yihong  and
      Shen, Yijun  and
      Chen, Nuoyi  and
      Li, Ping  and
      Zhang, Kai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1058/",
    pages = "21067--21083",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-mitigating-position,
    title = "Mitigating Position Bias in Transformers via Layer-Specific Positional Embedding Scaling",
    author = "Wang, Zhenghua  and
      Ding, Yiran  and
      Lv, Changze  and
      Wu, Yixin  and
      Li, Tianlong  and
      Xu, Zhibo  and
      Wu, Muling  and
      Shi, Tianyuan  and
      Li, Shizheng  and
      Qian, Qi  and
      Huang, Xuanjing  and
      Zheng, Xiaoqing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1059/",
    pages = "21084--21098",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{mikulov-a-etal-2026-semantic,
    title = "Semantic-pragmatic Annotations in the {P}rague Dependency Treebank",
    author = "Mikulov{\textbackslash}'a, Marie  and
      Hajicova, Eva  and
      M{\{}{\textbackslash}'{\textbackslash}i{\}}rovsk{\textbackslash}'y, Ji{\textbackslash}v{\{}r{\}}{\{}{\textbackslash}'{\textbackslash}i{\}}  and
      Nedoluzhko, Anna  and
      Nov{\textbackslash}'ak, Michal  and
      Synkov{\textbackslash}'a, Pavl{\{}{\textbackslash}'{\textbackslash}i{\}}na  and
      {\textbackslash}v{\{}S{\}}t{\textbackslash}v{\{}e{\}}p{\textbackslash}'anek, Jan  and
      {\textbackslash}v{\{}S{\}}t{\textbackslash}v{\{}e{\}}p{\textbackslash}'ankov{\textbackslash}'a, Barbora  and
      Haji{\textbackslash}v{\{}c{\}}, Jan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1060/",
    pages = "21099--21110",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-penetrating,
    title = "Penetrating Linguistic Disguises: A Slang-aware Label-Aligned Framework for Fine-Grained Toxicity Extraction in {C}hinese Hate Speech Detection",
    author = "Liu, Wei  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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1061/",
    pages = "21111--21123",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{luo-etal-2026-lightmoe,
    title = "{L}ight{M}o{E}: Task-Aware Expert Availability Management for Memory-Efficient {M}o{E}-{LLM} Inference",
    author = "Luo, Puhan  and
      Yao, Yunhao  and
      Wang, Junyang  and
      Zhang, Junyang  and
      Li, Xiangyang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1062/",
    pages = "21124--21134",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-selfbudgeter,
    title = "{S}elf{B}udgeter: Adaptive Token Allocation for Efficient {LLM} Reasoning",
    author = "Li, Zheng  and
      Dong, Qingxiu  and
      Ma, Jingyuan  and
      Zhang, Di  and
      Jia, Kai  and
      Sui, Zhifang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1063/",
    pages = "21135--21156",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lu-etal-2026-streaming,
    title = "Streaming Hallucination Detection in Long Chain-of-Thought Reasoning",
    author = "Lu, Haolang  and
      Pan, Minghui  and
      LI, Ripeng  and
      Nan, Guoshun  and
      Zhuang, Jialin  and
      Zhao, Zijie  and
      Sun, Zhongxiang  and
      Wang, Kun  and
      Liu, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1064/",
    pages = "21157--21183",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-training,
    title = "Training-Free Adaptive Speculative Decoding via Linguistic Priors",
    author = "Wang, Jingyi  and
      Huang, Jiaqi  and
      Xu, Zunnan  and
      Zhou, Jun  and
      Yuan, Kehong  and
      Qian, Xiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1065/",
    pages = "21184--21194",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-knowledge-infused,
    title = "Knowledge-Infused Multi-Bit Watermarking for {RAG} Knowledge Bases",
    author = "Yang, Ke  and
      Yuan, Shuguang  and
      Yu, Jing  and
      Chen, Chi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1066/",
    pages = "21195--21218",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-climagent,
    title = "{C}lim{A}gent: {LLM} as Agents for Autonomous Open-ended Climate Science Analysis",
    author = "Wang, Hao  and
      Han, Jindong  and
      Fan, Wei  and
      Liu, Hao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1067/",
    pages = "21219--21241",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lu-etal-2026-cogbench,
    title = "{C}og{B}ench: Benchmarking Cognitive Alignment of Large Language Models in Educational Question Answering",
    author = "Lu, Tong  and
      Wang, Zhichun  and
      Sun, Yuanhao  and
      Zhou, Yaoyu  and
      Li, Mingrui  and
      Guan, Yiming  and
      Bai, Zhiyong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1068/",
    pages = "21242--21256",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{qi-etal-2026-carl,
    title = "{CARL}: Constraint-Aware Reinforcement Learning for Planning with {LLM}s",
    author = "Qi, Qiuyi  and
      Zhang, Jinjian  and
      Bao, Mutian  and
      Liang, Tian  and
      Li, Guocong  and
      Liu, Dongnan  and
      Zhou, Wei  and
      Liu, Jie  and
      Kong, Ming  and
      Mo, Linjian  and
      Zhang, Feng  and
      Zhu, Qiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1069/",
    pages = "21257--21281",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{luo-etal-2026-childeval,
    title = "{C}hild{E}val:{WHEN} {LARGE} {LANGUAGE} {MODELS} {MEET} {CHILDREN}'{S} {PERSONALITIES}",
    author = "Luo, Yanyan  and
      Han, Xue  and
      Zhao, Chunxu  and
      Bai, Ruiqiao  and
      Zhang, Yaxing  and
      Hu, Qian  and
      Mei, Lijun  and
      Feng, Junlan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1070/",
    pages = "21282--21304",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{choi-etal-2026-belief,
    title = "Belief in Authority: Impact of Authority in Multi-Agent Evaluation Framework",
    author = "Choi, Junhyuk  and
      Kwon, Jeongyoun  and
      Kim, Heeju  and
      Cho, Haeun  and
      Jung, Hayeong  and
      Min, Sehee  and
      Kim, Bugeun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1071/",
    pages = "21305--21319",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-tomelp,
    title = "{T}o{MELP}: A Theory-of-Mind Benchmark for Route-Controlled Persuasion under the Elaboration Likelihood Model",
    author = "Wang, Ruirui  and
      Zhang, Haoran  and
      Lan, Tian  and
      Duo, Zehua  and
      Li, Jiang  and
      Gao, Guanglai  and
      Su, Xiangdong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1072/",
    pages = "21320--21338",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shen-etal-2026-statex,
    title = "{S}tate{X}: Enhancing {RNN} Recall via Post-training State Expansion",
    author = "Shen, Xingyu  and
      Chen, Yingfa  and
      Thai, Zhen Leng  and
      Han, Xu  and
      Liu, Zhiyuan  and
      Sun, Maosong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1073/",
    pages = "21339--21353",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{delaval-etal-2026-toxifrench,
    title = "{TOXIFRENCH}: Benchmarking and Enhancing Language Models via {C}o{T} Fine-Tuning for {F}rench Toxicity Detection",
    author = "Delaval, Axel  and
      Yang, Shujian  and
      Wang, Haicheng  and
      Qiu, Han  and
      LU, Jialiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1074/",
    pages = "21354--21375",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-memory,
    title = "Memory-Guided Hard Data Augmentation for Multimodal Named Entity Recognition",
    author = "Liu, Xinyu  and
      fu, Kai  and
      Shi, Yinghan  and
      Chu, Quanyou  and
      Du, Ming  and
      Wang, Hongya  and
      Meng, Xiaojun  and
      Wei, Jiansheng  and
      Xiao, Yanghua  and
      Xu, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1075/",
    pages = "21376--21391",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-duet,
    title = "{DUET}: Joint Exploration of User{--}Item Profiles in Recommendation System",
    author = "Chen, Yue  and
      Sun, Yifei  and
      Wang, Lu  and
      Yang, Fangkai  and
      Zhao, Pu  and
      Hong, Minjie  and
      Dong, Yifei  and
      He, Minghua  and
      Hu, Nan  and
      Zhang, Jianjin  and
      Dai, Zhiwei  and
      Zhan, Yuefeng  and
      Han, Weihao  and
      Sun, Hao  and
      Lin, Qingwei  and
      Deng, Weiwei  and
      Sun, Feng  and
      Zhang, Qi  and
      Rajmohan, Saravan  and
      Zhang, Dongmei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1076/",
    pages = "21392--21406",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-ataat,
    title = "{ATAAT}: Adaptive Threat-Aware Adversarial Tuning Framework against Backdoor Attacks on Vision-Language-Action Models",
    author = "Chen, Kewei  and
      Long, Yayu  and
      Li, Shuai  and
      Shang, Mingsheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1077/",
    pages = "21407--21422",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ma-etal-2026-cotrust,
    title = "{C}o{T}rust: Privacy-Preserving Collaboration Between Large and Small Language Models in Trusted Execution Environments",
    author = "Ma, Zhenya  and
      Wang, Tingyi  and
      Deng, Yongheng  and
      Qiao, Ziqing  and
      Wang, Yinggui  and
      Wei, Tao  and
      Wang, Lei  and
      Ren, Ju",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1078/",
    pages = "21423--21440",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xiao-etal-2026-faq,
    title = "{FAQ}: Mitigating Quantization Error via Regenerating Calibration Data with Family-Aware Quantization",
    author = "Xiao, Haiyang  and
      Li, Weiqing  and
      Guo, Jinyue  and
      Jiang, Guochao  and
      Liu, Guohua  and
      Zhang, Yuewei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1079/",
    pages = "21441--21460",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jiang-etal-2026-hachimi,
    title = "{HACHIMI}: Scalable and Controllable Student Persona Generation via Orchestrated Agents",
    author = "Jiang, Yilin  and
      Tan, Fei  and
      Yin, Xuanyu  and
      Jing, Leng  and
      Zhou, Aimin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1080/",
    pages = "21461--21506",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-qrelo,
    title = "{D}-{QRELO}: Training- and Data-Free Delta Compression for Large Language Models via Quantization and Residual Low-Rank Approximation",
    author = "Li, Junlin  and
      Song, Shuangyong  and
      DU, Guodong  and
      Wong, Ngai  and
      Liu, Xuebo  and
      Li, Yongxiang  and
      Zhang, Min  and
      Li, Jing  and
      Li, Xuelong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1081/",
    pages = "21507--21518",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-beyond-static,
    title = "Beyond Static Toolsets: Self-Evolving {LLM} Tool Agents via Continual Documentation Adaptation",
    author = "Wu, Bin  and
      Meij, Edgar  and
      Yilmaz, Emine",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1082/",
    pages = "21519--21539",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-zofia,
    title = "{Z}o{F}ia: Zero-Shot Fake News Detection with Entity-Guided Retrieval and Multi-{LLM} Interaction",
    author = "Wu, Lvhua  and
      Jiang, Xuefeng  and
      Sun, Sheng  and
      Lei, Yan  and
      Wen, Tian  and
      Wang, Yuwei  and
      Liu, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1083/",
    pages = "21540--21556",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-sensejudge,
    title = "{S}ense{J}udge: Human-Centric Preference-Driven Judgment Framework",
    author = "Li, Rui  and
      Liu, Junfeng  and
      Kong, Xiangwen  and
      Sui, Zhifang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1084/",
    pages = "21557--21574",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-etal-2026-reliability,
    title = "Reliability-Aware Adaptive Self-Consistency for Efficient Sampling in {LLM} Reasoning",
    author = "Kim, Junseok  and
      Yang, Nakyeong  and
      Min, Kyungmin  and
      Jung, Kyomin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1085/",
    pages = "21575--21590",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gurgurov-etal-2026-clas,
    title = "{CL}a{S}-Bench: A Cross-Lingual Alignment and Steering Benchmark",
    author = "Gurgurov, Daniil  and
      Al Ghussin, Yusser  and
      Baeumel, Tanja  and
      Chou, Cheng-Ting  and
      Schramowski, Patrick  and
      Mosbach, Marius  and
      Van Genabith, Josef  and
      Ostermann, Simon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1086/",
    pages = "21591--21628",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-prediction,
    title = "From Prediction to Intervention: Personalized Meal-Level Glucose Regulation via an {LLM} Agent",
    author = "Huang, Mingyu  and
      Min, Weiqing  and
      Jin, Ying  and
      Wang, Yilin  and
      Jiang, Shuqiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1087/",
    pages = "21629--21645",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-psypath,
    title = "{P}sy{P}ath: Psychologically-guided Self-Exploration for Personality Detection",
    author = "Li, Zheng  and
      Ding, Hongxin  and
      Zhang, Chenyu  and
      Xiong, Weimin  and
      Zhu, Dawei  and
      Li, Sujian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1088/",
    pages = "21646--21664",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-cctvbench,
    title = "{CCTVB}ench: Contrastive Consistency Traffic {V}ideo{QA} Benchmark for Multimodal {LLM}s",
    author = "Zhou, Xingcheng  and
      Guo, Hao  and
      Song, Rui  and
      Zimmer, Walter  and
      Liu, Mingyu  and
      Schamschurko, Andr{\textbackslash}'e  and
      Cao, Hu  and
      Knoll, Alois",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1089/",
    pages = "21665--21684",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-etal-2026-program,
    title = "{PROGRAM}: Programmatic Retrieval Optimization with Generative Reasoning and Augmented Multi-queries",
    author = "Kim, Gun Il  and
      Shin, Jungkyu  and
      Kim, Jong Wook  and
      Jang, Beakcheol",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1090/",
    pages = "21685--21699",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-timem,
    title = "{T}i{M}em: Temporal-Hierarchical Memory Consolidation for Long-Horizon Conversational Agents",
    author = "Li, Kai  and
      Yu, Xuanqing  and
      Ni, Ziyi  and
      Zeng, Yi  and
      Xu, Yao  and
      Zhang, Zheqing  and
      Li, Xin  and
      Sang, Jitao  and
      Duan, Xiaogang  and
      Wang, Xuelei  and
      Liu, Chengbao  and
      Tan, Jie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1091/",
    pages = "21700--21720",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tan-etal-2026-graphdx,
    title = "{G}raph{D}x: A Cost-Aware Knowledge-Enhanced Multi-Agent Framework for Sequential Diagnosis",
    author = "Tan, Shaoting  and
      Liu, Ning  and
      Du, Yuntao  and
      Wei, Shuyue  and
      Shuai, Wu  and
      Li, Qian  and
      Xu, Yanyu  and
      Zhang, Wei  and
      Cui, Lizhen  and
      Yuan, Haitao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1092/",
    pages = "21721--21736",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-prouie,
    title = "{P}ro{UIE}: A Macro-to-Micro Progressive Learning Method for {LLM}-based Universal Information Extraction",
    author = "Liu, Wenda  and
      Zhigang, Song  and
      Nie, Shuai  and
      Liu, Guangyao  and
      Chen, Lisung  and
      Yang, Binyu  and
      Chen, Yaran  and
      Zhou, Peng  and
      Wang, Hongzhen  and
      Liu, Yuchen  and
      Hu, Wenyue  and
      Xu, Jiaming  and
      Shi, Runyu  and
      Huang, Ying",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1093/",
    pages = "21737--21750",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-mavis,
    title = "{MAVIS}: Multi-Agent Video Retrieval via Structured Video Understanding",
    author = "Zhang, Jie  and
      Ye, Qilang  and
      Zhou, Hao  and
      Liang, Haochen  and
      Luo, Fei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1094/",
    pages = "21751--21764",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{song-etal-2026-thinkbrake,
    title = "{T}hink{B}rake: Efficient Reasoning via Log-Probability Margin Guided Decoding",
    author = "Song, Sangjun  and
      Oh, Minjae  and
      Lee, Seungkyu  and
      Jo, Sungmin  and
      Jo, Yohan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1095/",
    pages = "21765--21790",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{han-etal-2026-msia,
    title = "{MSIA}: Adaptive Medical Multimodal Multi-turn Semantic Jailbreak",
    author = "Han, Zhiheng  and
      Zhang, Yao  and
      Wang, Jun  and
      Yang, Zhenglu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1096/",
    pages = "21791--21806",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lee-etal-2026-documents,
    title = "Why These Documents? Explainable Generative Retrieval with Hierarchical Category Paths",
    author = "Lee, Sangam  and
      Heo, Ryang  and
      Kang, SeongKu  and
      Yoon, Susik  and
      Yeo, Jinyoung  and
      Lee, Dongha",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1097/",
    pages = "21807--21824",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{asscher-etal-2026-ethica,
    title = "{ETHICA}-{MT}: Introducing a Framework and Dataset for Studying Ethical Orientations in {LLM}-based Machine Translation",
    author = "Asscher, Omri  and
      Ahmad, Arif  and
      Agrawal, Ananya  and
      Choudhury, Monojit",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1098/",
    pages = "21825--21845",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ajjour-etal-2026-argbench,
    title = "{A}rg{B}ench: Benchmarking {LLM}s on Computational Argumentation Tasks",
    author = "Ajjour, Yamen  and
      Quensel, Carlotta  and
      Lipka, Nedim  and
      Wachsmuth, Henning",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1099/",
    pages = "21846--21874",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{calder-on-etal-2026-generics,
    title = "Generics are not quantificational: A new path from language models to semantic theory",
    author = "Calder{\textbackslash}'on, Gustavo Cilleruelo  and
      Almotahari, Mahrad  and
      Allaway, Emily  and
      Haddow, Barry  and
      Birch, Alexandra",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1100/",
    pages = "21875--21892",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gu-etal-2026-beyond,
    title = "Beyond Neural Incompatibility: Cross-Scale Knowledge Transfer in Large Language Models through Latent Semantic Alignment",
    author = "Gu, Jian  and
      Aleti, Aldeida  and
      Chen, Chunyang  and
      Zhang, Hongyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1101/",
    pages = "21893--21905",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{bae-etal-2026-curate,
    title = "{CUR}a{TE}: Continual Unlearning in Real Time with Ensured Preservation of {LLM} Knowledge",
    author = "Bae, Seyun  and
      Lee, Seokhan  and
      Yang, Eunho",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1102/",
    pages = "21906--21930",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-decoupling,
    title = "Decoupling the Effect of Chain-of-Thought Reasoning: A Human Label Variation Perspective",
    author = "Chen, Beiduo  and
      Hu, Tiancheng  and
      Zhang, Caiqi  and
      Litschko, Robert  and
      Korhonen, Anna  and
      Plank, Barbara",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1103/",
    pages = "21931--21951",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-etal-2026-ctrl,
    title = "{CTRL}: Control-Based Time Series Forecasting with {LLM}-Guided Residual Learning",
    author = "Kim, Minkyoung  and
      Ji, Daeun  and
      Lee, Yohan  and
      Kim, Beomsoo  and
      Jang, Beakcheol",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1104/",
    pages = "21952--21968",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gautam-etal-2026-indotabvqa,
    title = "{INDOTABVQA}: A Benchmark for Cross-Lingual Table Understanding in {B}ahasa {I}ndonesia Documents",
    author = "Gautam, Somraj  and
      Dravichi, Anathapindika  and
      Harit, Gaurav",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1105/",
    pages = "21969--21981",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{mahrous-di-pietro-2026-cross,
    title = "Cross-Cultural Transfer of Emoji Semantics and Sentiment in Financial Social Media",
    author = "Mahrous, Ahmed  and
      Di Pietro, Roberto",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1106/",
    pages = "21982--21999",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lee-etal-2026-expo,
    title = "{EXPO}-{SQL}: Execution-based Clause-level Policy Optimization for Text-to-{SQL}",
    author = "Lee, Jaehoon  and
      Na, CheolWon  and
      Bae, Suyoung  and
      Lee, Jin-Seop  and
      Lee, Jihyung  and
      Choi, YunSeok  and
      Lee, Jee-Hyong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1107/",
    pages = "22000--22019",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jiang-etal-2026-synapse,
    title = "Synapse: Empowering {LLM} Agents with Episodic-Semantic Memory via Spreading Activation",
    author = "Jiang, Hanqi  and
      Chen, Junhao  and
      Pan, Yi  and
      Chen, Ling  and
      You, Weihang  and
      Zhou, Yifan  and
      Zhang, Ruidong  and
      Abate, Yohannes  and
      Liu, Tianming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1108/",
    pages = "22020--22036",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{schmaltz-2026-similarity,
    title = "Similarity-Distance-Magnitude Activations",
    author = "Schmaltz, Allen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1109/",
    pages = "22037--22057",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cheng-etal-2026-sdar-synergistic,
    title = "{SDAR}: A Synergistic Diffusion-{A}uto{R}egression Paradigm for Scalable Sequence Generation",
    author = "Cheng, Shuang  and
      Bian, Yihan  and
      Liu, Dawei  and
      Jiang, Yuhua  and
      Liu, Yihao  and
      Zhang, Linfeng  and
      Yao, Qian  and
      Tian, Zhongbo  and
      Wang, Wenhai  and
      Guo, Qipeng  and
      Chen, Kai  and
      Qi, Biqing  and
      Zhou, Bowen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1110/",
    pages = "22058--22075",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{de-santis-etal-2026-comparing,
    title = "Comparing Human and Large Language Model Interpretation of Implicit Information",
    author = "De Santis, Antonio  and
      Bonetti, Tommaso  and
      Tocchetti, Andrea  and
      Brambilla, Marco",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1111/",
    pages = "22076--22095",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-simplify,
    title = "Simplify-Pro: A Two-level and Progressive {LLM}-based Framework for Auto Long Text Simplification",
    author = "Zhou, Peng  and
      Li, Guangxin  and
      Huang, Xiaoying  and
      Tang, Yiming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1112/",
    pages = "22096--22122",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{nihal-etal-2026-pattern,
    title = "Pattern Enhanced Multi-Turn Jailbreaking: Exploiting Structural Vulnerabilities in Large Language Models",
    author = "Nihal, Ragib Amin  and
      Wen, Rui  and
      Nakadai, Kazuhiro  and
      Sakuma, Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1113/",
    pages = "22123--22174",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-data-efficient,
    title = "Data-Efficient Adaptation to Contextual Shifts in {LLM}-based Conversational Recommendation",
    author = "Yang, Hyeongjun  and
      Kim, Donghyun  and
      Hwang, Seokju  and
      Shim, Midan  and
      Yeom, KyuHwan  and
      Um, KaeHyun  and
      Lee, Kyong-Ho",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1114/",
    pages = "22175--22191",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{pan-etal-2026-psycheval,
    title = "{P}sych{E}val: A Multi-Session and Multi-Therapy Benchmark for High-Realism {AI} Psychological Counselor",
    author = "Pan, Qianjun  and
      Wang, Junyi  and
      Zhou, Jie  and
      Yang, Yutao  and
      Li, Junsong  and
      Xu, Kaiyin  and
      Zhou, Yougen  and
      Li, Yihan  and
      Zhao, JingYuan  and
      Chen, Qin  and
      Zhou, Ningning  and
      Chen, Kai  and
      He, Liang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1115/",
    pages = "22192--22212",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{fan-etal-2026-grandguard,
    title = "{G}rand{G}uard: Taxonomy, Benchmark, and Safeguards for Elderly-Chatbot Interaction Safety",
    author = "Fan, Changxuan  and
      Yang, Xi  and
      Zheng, Yueyuan  and
      Zhou, Bin  and
      Wang, Yuanping  and
      Hu, Wenbin  and
      Jing, Huihao  and
      Hung, Ki Sen  and
      Du, Dazhao  and
      Li, Haoran  and
      Hsiao, Janet Hui-wen  and
      Song, Yangqiu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1116/",
    pages = "22213--22248",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tang-etal-2026-sciexplore,
    title = "{S}ci{E}xplore: Evaluating Autonomous Agents from Scientific Navigation to Information Integration",
    author = "Tang, Yinhao  and
      Fang, Youqing  and
      Sun, Yanan  and
      Liu, Wenran  and
      Zhang, Weiming  and
      Liu, Bin  and
      Liu, Kuikun  and
      Zhang, Wenwei  and
      Chen, Kai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1117/",
    pages = "22249--22273",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{mao-etal-2026-models,
    title = "When Models Outthink Their Safety: Unveiling and Mitigating Self-Jailbreak in Large Reasoning Models",
    author = "Mao, Yingzhi  and
      Zhang, Chunkang  and
      Wang, Junxiang  and
      Guan, Xinyan  and
      Cao, Boxi  and
      Lu, Yaojie  and
      Lin, Hongyu  and
      Han, Xianpei  and
      Sun, Le",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1118/",
    pages = "22274--22302",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-nash,
    title = "{NASH}: Numerically Aware Scoring Heuristic for Robust Semantic Similarity",
    author = "Huang, Yu-Shiang  and
      Lee, Yun-Yu  and
      Chou, Tzu-Hsin  and
      Lin, Che  and
      Wang, Chuan-Ju",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1119/",
    pages = "22303--22317",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sun-etal-2026-beyond-query,
    title = "Beyond Query Bias: Candidate-Aware Iterative Refinement for Zero-Shot Composed Image Retrieval",
    author = "Sun, Nan  and
      Tang, Jing  and
      Sun, Lei  and
      Chen, Rui  and
      Lu, Yuxing  and
      Chu, Xiangxiang  and
      Ling, Hefei  and
      Cai, Yujun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1120/",
    pages = "22318--22329",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-large,
    title = "Large Reasoning Models Are (Not Yet) Multilingual Latent Reasoners",
    author = "Liu, Yihong  and
      Zhao, Raoyuan  and
      Schuetze, Hinrich  and
      Hedderich, Michael A.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1121/",
    pages = "22330--22358",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-towards-scalable,
    title = "Towards Scalable Lightweight {GUI} Agents via Multi-role Orchestration",
    author = "Wang, Ziwei  and
      Zheng, Junjie  and
      Yang, Leyang  and
      Zhou, Sheng  and
      Tang, Xiaoxuan  and
      Zhouhua, Fang  and
      Liu, Zhiwei  and
      Chen, Dajun  and
      Li, Yong  and
      Bu, Jiajun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1122/",
    pages = "22359--22388",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hu-etal-2026-memory-matters,
    title = "Memory Matters More: Event-Centric Memory as a Logic Map for Agent Searching and Reasoning",
    author = "Hu, Yuyang  and
      Liu, Jiongnan  and
      Tan, Jiejun  and
      Zhu, Yutao  and
      Dou, Zhicheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1123/",
    pages = "22389--22407",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-format,
    title = "Format-Adapter: Improving Reasoning Capability of {LLM}s by Adapting Suitable Format",
    author = "Wang, Dingzirui  and
      Zhang, Xuanliang  and
      Cao, Rongyu  and
      Dou, Longxu  and
      Luo, Xianzhen  and
      MA, Yingwei  and
      Zhu, Qingfu  and
      Li, Binhua  and
      Huang, Fei  and
      Li, Yongbin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1124/",
    pages = "22408--22427",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{seo-etal-2026-behavior,
    title = "Behavior-Aware Item Modeling via Dynamic Procedural Solution Representations for Knowledge Tracing",
    author = "Seo, Jun  and
      Ryu, Sangwon  and
      Do, Heejin  and
      Kim, Hyounghun  and
      Lee, Gary",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1125/",
    pages = "22428--22443",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-tracing,
    title = "Tracing the Light of Thought: A Probabilistic Self- and Cross-Consistency Verification Mechanism Improving Mathematical Reasoning in {LLM}s",
    author = "Liu, Xiaoyang  and
      Wang, Dawei  and
      Li, Tian  and
      Liang, Huizhi  and
      Ushaw, Gary  and
      Davison, Richard",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1126/",
    pages = "22444--22459",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-e2e,
    title = "{E}2{E}-{GMNER}: End-to-End Generative Grounded Multimodal Named Entity Recognition",
    author = "Zhang, Meng  and
      Ning, Jinzhong  and
      Wu, Xiaolong  and
      Lin, Hongfei  and
      Zhang, Yijia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1127/",
    pages = "22460--22469",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sui-etal-2026-think,
    title = "Think Less, Know More: State-Aware Reasoning Compression with Knowledge Guidance for Efficient Reasoning",
    author = "Sui, Yi  and
      Li, Chaozhuo  and
      Song, Dawei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1128/",
    pages = "22470--22491",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jiang-etal-2026-muse,
    title = "Muse: Towards Reproducible Long-Form Song Generation with Fine-Grained Style Control",
    author = "Jiang, Changhao  and
      Chen, Jiahao  and
      Xiang, Zhenghao  and
      Yang, Zhixiong  and
      Wang, Hanchen  and
      Zhuang, Jiabao  and
      Che, Xinmeng  and
      Sun, Jiajun  and
      Li, Hui  and
      Cao, Yifei  and
      Dou, Shihan  and
      Zhang, Ming  and
      Ye, Junjie  and
      Ji, Tao  and
      Gui, Tao  and
      Zhang, Qi  and
      Huang, Xuanjing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1129/",
    pages = "22492--22512",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{han-etal-2026-distilling,
    title = "Distilling {LLM} Reasoning into Dense Encoders: Bridging the Accuracy-Efficiency Gap in Recommendation",
    author = "Han, Donghee  and
      Roh, Daeyoung  and
      Kim, A Young  and
      Song, Hwanjun  and
      Yi, Mun Yong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1130/",
    pages = "22513--22531",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ye-etal-2026-decoding,
    title = "Decoding the Multimodal Mind: Generalizable Brain-to-Text Translation via Multimodal Alignment and Adaptive Routing",
    author = "Ye, Chunyu  and
      Zhang, Yunhao  and
      Sun, Jingyuan  and
      Li, Chong  and
      Zhao, Yang  and
      Wang, Shaonan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1131/",
    pages = "22532--22546",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shim-etal-2026-bird,
    title = "Which bird does not have wings: Negative-constrained {KGQA} with Schema-guided Semantic Matching and Self-directed Refinement",
    author = "Shim, Midan  and
      Hwang, Seokju  and
      Um, KaeHyun  and
      Lee, Kyong-Ho",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1132/",
    pages = "22547--22561",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ruan-etal-2026-self,
    title = "A Self-Evolving {LLM} Agent Framework for Role-Based Norm Compliance in Healthcare",
    author = "Ruan, Haijie  and
      Jiang, Xiaowu  and
      LI, Zhanpeng  and
      Jia, Wei  and
      Xu, Xuanwu  and
      Shan, Xiao-Fen  and
      Chen, Shujie  and
      Ye, Xindong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1133/",
    pages = "22562--22577",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shu-etal-2026-m3tqa,
    title = "{M}3{TQA}: Massively Multilingual Multitask Table Question Answering",
    author = "Shu, Daixin  and
      Yang, Jian  and
      Wu, Zhenhe  and
      Wu, Xianjie  and
      Cheng, Xianfu  and
      Xiangyuan, Guan  and
      Wang, Yanghai  and
      Wu, Pengfei  and
      Yang, Tingyang  and
      Zhu, Hualei  and
      Zhang, Wei  and
      Zhang, Ge  and
      Liu, Jiaheng  and
      Li, Zhoujun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1134/",
    pages = "22578--22602",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{guo-etal-2026-shredbench,
    title = "{S}hred{B}ench: Evaluating the Semantic Reasoning Capabilities of Multimodal {LLM}s in Document Reconstruction",
    author = "Guo, Zichun  and
      Shi, Yuling  and
      Zeng, Wenhao  and
      Hu, Chao  and
      Lin, Haotian  and
      Zhuo, Terry Yue  and
      Chen, Jiawei  and
      Gu, Xiaodong  and
      Ma, Wenping",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1135/",
    pages = "22603--22615",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{naim-etal-2026-tell,
    title = "{TELL}-{TALE}: Task Efficient {LLM}s with Task Aware Layer Elimination",
    author = "Naim, Omar  and
      Sharma, Krish  and
      Barman, Niyar R  and
      Asher, Nicholas",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1136/",
    pages = "22616--22638",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-reason,
    title = "Reason-{KE}++: Aligning the Process, Not Just the Outcome, for Faithful {LLM} Knowledge Editing",
    author = "Wu, Yuchen  and
      Ding, Liang  and
      Shen, Li  and
      Tao, Dacheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1137/",
    pages = "22639--22655",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zeng-etal-2026-racc,
    title = "{RACC}: Regret-Aware Confidence Calibration for Consistent Masked Discrete Diffusion Decoding",
    author = "Zeng, Qinglin  and
      Zhang, Jusheng  and
      Yang, Jing  and
      Liu, Ningyuan  and
      Wang, Keze",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1138/",
    pages = "22656--22672",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{skapars-etal-2026-impact,
    title = "The Impact of Off-Policy Training Data on Probe Generalisation",
    author = "Skapars, Adrians  and
      Kirch, Nathalie Maria  and
      Dower, Samuel  and
      Lubana, Ekdeep Singh  and
      Krasheninnikov, Dmitrii",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1139/",
    pages = "22673--22729",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xie-etal-2026-gr1,
    title = "{GR}1: Reinforcement-Enhanced {LLM} for Geoscience Reasoning",
    author = "Xie, Yule  and
      Ding, Jiaxin  and
      Deng, Cheng  and
      Gao, Shiqing  and
      Zhang, Junran  and
      Zhang, Sibo  and
      Wang, Zeyuan  and
      Wu, Ke  and
      Ding, Xin  and
      Fu, Luoyi  and
      Jin, Meng  and
      Wang, Xinbing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1140/",
    pages = "22730--22743",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-focus,
    title = "{FOCUS}: A Fine-Grained Customer-Oriented Sentiment Dialogue Summarization Dataset for {C}hinese Customer Service",
    author = "Chen, Qian  and
      Hu, Mengqiang  and
      Guo, Xin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1141/",
    pages = "22744--22764",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-abc,
    title = "{ABC}-Bench: Benchmarking Agentic Backend Coding in Real-World Development",
    author = "Yang, Jie  and
      Guo, Honglin  and
      Ji, Li  and
      Zhou, Jiazheng  and
      Zheng, Rui  and
      Lei, Zhikai  and
      Zhang, Shuo  and
      Xi, Zhiheng  and
      Liu, Shichun  and
      Wang, Yuxin  and
      Wang, Bo  and
      Zheng, Yining  and
      Gui, Tao  and
      Qiu, Xipeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1142/",
    pages = "22765--22787",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-livecannbench,
    title = "{L}ive{CANNB}ench: Benchmark {SWE} {AI} Coding for Ascend {CANN}",
    author = "Wang, Sijie  and
      Zhao, Kai  and
      Tay, Wee Peng  and
      Zhang, Shuo  and
      Liu, Chengwen  and
      Guo, Quanjiang  and
      Junhao, Ren  and
      Li, Xin  and
      Lian, Heng  and
      Lei, Jingdi  and
      She, Rui  and
      Wang, Huacan  and
      Chen, Ronghao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1143/",
    pages = "22788--22803",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wong-etal-2026-models,
    title = "When Models Decide and When They Bind: A Two-Stage Computation for Multiple-Choice Question Answering",
    author = "Wong, Hugh Mee  and
      Nouwen, Rick  and
      Gatt, Albert",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1144/",
    pages = "22804--22821",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{schmidt-etal-2026-watches,
    title = "Who Watches the Watchmen? Humans Disagree With Translation Metrics on Unseen Domains",
    author = "Schmidt, Finn  and
      Wahle, Jan Philip  and
      Ruas, Terry  and
      Gipp, Bela",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1145/",
    pages = "22822--22841",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{heo-etal-2026-stress,
    title = "Stress-Testing Emotional Support Models: Moving from Homogeneous to Diverse Help Seekers",
    author = "Heo, Chaewon  and
      Jin, Cheyon  and
      Jo, Yohan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1146/",
    pages = "22842--22869",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-progressive,
    title = "Progressive Planning and Reinforced Reasoning: Large Language Model-Guided Multi-hop Question Answering over Knowledge Graph",
    author = "Li, Xiang  and
      Jiao, Runhai  and
      Li, Ruifan  and
      Wu, Dongnan  and
      Qiao, Ruojiao  and
      Liu, Lei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1147/",
    pages = "22870--22884",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-aed,
    title = "{AED}-{RAG}: Continuous Multi-Granular Context Fusion for Retrieval-Augmented Generation via Adaptive Ensemble Decoding",
    author = "Zhou, Junzhe  and
      Lin, Fulin  and
      Cheng, Tairan  and
      Chen, Shaowen  and
      Wang, Hongwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1148/",
    pages = "22885--22899",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ling-etal-2026-neural,
    title = "Neural Chain-of-Thought Search: Searching the Optimal Reasoning Path to Enhance Large Language Models",
    author = "Ling, Guoming  and
      Huang, Zhongzhan  and
      Lin, Yupei  and
      Li, Junxin  and
      Zhong, Shanshan  and
      Wu, Hefeng  and
      Lin, Liang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1149/",
    pages = "22900--22933",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{min-etal-2026-goat,
    title = "{GOAT}: A Training Framework for Goal-Oriented Agent with Tools",
    author = "Min, Hyunji  and
      Jung, Sangwon  and
      Sung, Junyoung  and
      Lee, Dosung  and
      Han, Leekyeung  and
      Seo, Paul Hongsuck",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1150/",
    pages = "22934--22963",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ishay-lee-2026-llms,
    title = "{LLM}s as {ASP} Programmers: Self-Correction Enables Task-Agnostic Nonmonotonic Reasoning",
    author = "Ishay, Adam  and
      Lee, Joohyung",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1151/",
    pages = "22964--22993",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cardiel-etal-2026-driv,
    title = "{DRIV}-{EX}: Counterfactual Explanations for Driving {LLM}s",
    author = "Cardiel, Amaia  and
      Zablocki, Eloi  and
      Ramzi, Elias  and
      Gaussier, Eric",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1152/",
    pages = "22994--23017",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xueyun-etal-2026-roma,
    title = "{ROMA}: Real-time Omni-Multimodal Assistant with Interactive Streaming Understanding",
    author = "Xueyun, Tian  and
      Li, Wei  and
      Xu, Bingbing  and
      Dong, Heng  and
      Wang, Yuanzhuo  and
      Shen, Huawei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1153/",
    pages = "23018--23039",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cui-etal-2026-towards,
    title = "Towards Provably Secure Generative {AI}: Reliable Consensus Sampling",
    author = "Cui, Yu  and
      Fu, Hang  and
      Pan, Sicheng  and
      Sun, Zhuoyu  and
      Liu, Yifei  and
      Nie, Yuhong  and
      Ran, Bo  and
      Huang, Baohan  and
      Zhang, Xufeng  and
      Zhang, Haibin  and
      Zuo, Cong  and
      Wang, Licheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1154/",
    pages = "23040--23055",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{qiu-etal-2026-pause,
    title = "Pause or Fabricate? Training Language Models for Grounded Reasoning",
    author = "Qiu, Yiwen  and
      Wu, Linjuan  and
      Liu, Yizhou  and
      Yan, Yuchen  and
      Ma, Jin  and
      Tan, Xu  and
      Hu, Yao  and
      Zhang, Daoxin  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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1155/",
    pages = "23056--23077",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-agentv,
    title = "{A}gent{V}-{RL}: Scaling Reward Modeling with Agentic Verifier",
    author = "Zhang, Jiazheng  and
      Fu, Ziche  and
      Xi, Zhiheng  and
      Jing, Wenqing  and
      Chai, Mingxu  and
      He, Wei  and
      Zhang, Guoqiang  and
      Fan, Chenghao  and
      An, Chenxin  and
      Chen, Wenxiang  and
      Liu, Zhicheng  and
      Pan, Haojie  and
      Zhu, Dingwei  and
      Gui, Tao  and
      Zhang, Qi  and
      Huang, Xuanjing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1156/",
    pages = "23078--23100",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huo-etal-2026-ditreducio,
    title = "{D}i{TR}educio: A Training-Free Acceleration for {D}i{T}-Based {TTS} via Progressive Calibration",
    author = "Huo, Yanru  and
      Jiang, Ziyue  and
      Tang, Zuoli  and
      Hong, Qingyang  and
      Zhao, Zhou",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1157/",
    pages = "23101--23116",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-dclm,
    title = "{D}c{LM}: Output Length Control of Large Language Models via Dynamic Length Markers",
    author = "Chen, Zhe  and
      Yu, Jiaao  and
      Li, Honglin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1158/",
    pages = "23117--23131",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-longmp,
    title = "{L}ong{MP}-Bench: A Benchmark for Multimodal Persona Understanding in Long-Term Dialogues",
    author = "Li, Zhuoqun  and
      Huang, Zhaopei  and
      Wang, Wenxuan  and
      Jin, Qin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1159/",
    pages = "23132--23160",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gong-etal-2026-toolcad,
    title = "{TOOLCAD}: Exploring Tool-Using Large Language Models in Text-to-{CAD} Generation with Reinforcement Learning",
    author = "Gong, Yifei  and
      Wu, Xing  and
      Liu, Wenda  and
      Tukang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1160/",
    pages = "23161--23188",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{mei-etal-2026-beyond,
    title = "Beyond Overlap Metrics: Rewarding Reasoning and Preferences for Faithful Multi-Role Dialogue Summarization",
    author = "Mei, Xiaoyong  and
      Zuo, Tingting  and
      Chen, Da  and
      Hu, Guangyu  and
      Wen, Xiangyu  and
      Duan, Chao  and
      Zhang, Mingyan  and
      Zheng, Fudan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1161/",
    pages = "23189--23203",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-signal,
    title = "From Signal Degradation to Computation Collapse: Uncovering the Two Failure Modes of {LLM} Quantization",
    author = "Zhou, Chenxi  and
      Cao, Pengfei  and
      Li, Jiang  and
      Yu, Bohan  and
      Ye, Jinyu  and
      Zhao, Jun  and
      Liu, Kang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1162/",
    pages = "23204--23222",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kishino-etal-2026-establishing,
    title = "Establishing a Scale for {K}ullback-{L}eibler Divergence in Language Models Across Various Settings",
    author = "Kishino, Ryo  and
      Takase, Yusuke  and
      Oyama, Momose  and
      Yamagiwa, Hiroaki  and
      Shimodaira, Hidetoshi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1163/",
    pages = "23223--23248",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ziheng-etal-2026-simple,
    title = "Simple Role Assignment is Extraordinarily Effective for Safety Alignment",
    author = "Ziheng, Zhou  and
      Ding, Jiakun  and
      Zhang, Zhaowei  and
      Gao, Ruosen  and
      Wu, Ying Nian  and
      Terzopoulos, Demetri  and
      Kang, Yipeng  and
      Zhong, Fangwei  and
      Wang, Junqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1164/",
    pages = "23249--23267",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-task,
    title = "Task-Stratified Knowledge Scaling Laws for Post-Training Quantized Large Language Models",
    author = "Zhou, Chenxi  and
      Cao, Pengfei  and
      Li, Jiang  and
      Yu, Bohan  and
      Ye, Jinyu  and
      Zhao, Jun  and
      Liu, Kang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1165/",
    pages = "23268--23285",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-mempo,
    title = "{M}em{PO}: Self-Memory Policy Optimization for Long-Horizon Agents",
    author = "Li, Ruoran  and
      Zhang, Xinghua  and
      Yu, Haiyang  and
      Duan, Shitong  and
      Li, Xiang  and
      Xiang, Wenxin  and
      Liao, Chonghua  and
      Guo, Xudong  and
      Li, Yongbin  and
      Suo, Jinli",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1166/",
    pages = "23286--23301",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xue-etal-2026-reason,
    title = "Reason Only When Needed: Efficient Generative Reward Modeling via Model-Internal Uncertainty",
    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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1167/",
    pages = "23302--23319",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shen-etal-2026-metacognitive,
    title = "Metacognitive Self-Correction for Multi-Agent System via Prototype-Guided Next-Execution Reconstruction",
    author = "Shen, Xu  and
      Zhang, Qi  and
      Wang, Song  and
      Tan, Zhen  and
      Zhao, Xinyu  and
      Yao, Laura  and
      Tadiparthi, Vaishnav  and
      Mahjoub, Hossein Nourkhiz  and
      Pari, Ehsan Moradi  and
      Lee, Kwonjoon  and
      Chen, Tianlong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1168/",
    pages = "23320--23337",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-dualguard,
    title = "{D}ual{G}uard: Dual-stream Large Language Model Watermarking Defense against Paraphrase and Spoofing Attack",
    author = "Li, Hao  and
      Ren, Yubing  and
      Cao, Yanan  and
      Li, Yingjie  and
      Fang, Fang  and
      Wang, Shi  and
      Guo, Li",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1169/",
    pages = "23338--23361",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-peercheck,
    title = "$\texttt{PeerCheck}$: Enhancing {LLM}-Generated Academic Reviews Towards Human-Level Quality",
    author = "Chen, Zeyuan  and
      Yang, Ziqing  and
      Ma, Yihan  and
      Backes, Michael  and
      Zhang, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1170/",
    pages = "23362--23386",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-morphobench,
    title = "{M}orpho{B}ench: A Benchmark with Difficulty Adaptive to Model Reasoning",
    author = "Wang, Xukai  and
      Liu, Xuanbo  and
      Chen, Mingrui  and
      Zhong, Haitian  and
      Yang, Xuanlin  and
      Zeng, Bohan  and
      Hu, Jinbo  and
      Liang, Hao  and
      Niu, Junbo  and
      Li, Xuchen  and
      Wu, Ruitao  and
      An, Ruichuan  and
      Shi, Yang  and
      Liu, Liu  and
      Liu, Qiang  and
      Lin, Zhouchen  and
      Zhang, Xu-Yao  and
      Zhang, Wentao  and
      Dong, Bin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1171/",
    pages = "23387--23411",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lyu-etal-2026-privacy,
    title = "Privacy Risks of Intermediate Representations: Attribute Inference in Distributed {LLM} Inference",
    author = "Lyu, Yang  and
      Cao, Jin  and
      Xiao, Yang  and
      Sun, Zhe  and
      Niu, Ben  and
      Li, Fenghua  and
      LI, Hui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1172/",
    pages = "23412--23426",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{he-etal-2026-recon,
    title = "{R}e{C}on: Active Defense against Large Vision-Language Model Jailbreaks via Reverse Safety Concept Injection",
    author = "He, Zheng  and
      Wang, Yiwei  and
      Wang, Hongxing  and
      Cai, Yujun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1173/",
    pages = "23427--23441",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sha-zhu-2026-verifying,
    title = "Verifying the Subjective: Structured Multilingual Rewards for Low-Resource Alignment",
    author = "Sha, Jiu  and
      Zhu, Mengxiao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1174/",
    pages = "23442--23474",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-memory,
    title = "Memory-Driven Role-Playing: Evaluation and Enhancement of Persona Knowledge Utilization in {LLM}s",
    author = "Wang, Kai  and
      You, Haoyang  and
      Zhang, Yang  and
      Wang, Zhongjie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1175/",
    pages = "23475--23510",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jayakumar-etal-2026-scripts,
    title = "Scripts Through Time: A Survey of the Evolving Role of Transliteration in {NLP}",
    author = "Jayakumar, Thanmay  and
      Halder, Deepon  and
      Dabre, Raj",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1176/",
    pages = "23511--23524",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-health,
    title = "Health-{ORSC}-Bench: A Benchmark for Measuring Over-Refusal and Safety Completion in Health Context",
    author = "Zhang, Zhihao  and
      Huang, Liting  and
      Wu, Guanghao  and
      Nakov, Preslav  and
      Ji, Heng  and
      Naseem, Usman",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1177/",
    pages = "23525--23547",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-llm-inductive,
    title = "{LLM} Inductive Reasoning Through Multi-Agent Enhanced {M}onte {C}arlo Tree Search",
    author = "Li, Xiang  and
      Zhou, Yucheng  and
      Wei, Xiangzhi  and
      Shi, Zesheng  and
      Wan, Haiyuan  and
      Yifan, Gong  and
      Liu, Fangming  and
      Li, Jing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1178/",
    pages = "23548--23562",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wei-etal-2026-unicreative,
    title = "{U}ni{C}reative: Unifying Long-form Logic and Short-form Sparkle via Reference-Free Reinforcement Learning",
    author = "Wei, Xiaolong  and
      Zhu, Zerun  and
      Niu, Simin  and
      Zhang, Xingyu  and
      Yu, Peiying  and
      Xiao, Changxuan  and
      Li, Yuchen  and
      Yang, Jicheng  and
      Zhao, Zhejun  and
      Meng, Chong  and
      Xia, Long  and
      Shi, Daiting",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1179/",
    pages = "23563--23583",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-ffn,
    title = "{FFN} Lens: How Transformers Divide Labor for Multilingual Tasks",
    author = "Li, Jiatong  and
      Cao, Hailong  and
      Liu, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1180/",
    pages = "23584--23598",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-seeing,
    title = "Seeing Beyond Words: {M}at{VQA} for Challenging Visual-Scientific Reasoning in Materials Science",
    author = "Wu, Sifan  and
      Zhang, Huan  and
      Li, Yizhan  and
      Effaty, Farshid  and
      Mei, Hongyuan  and
      Ataei, Amirreza  and
      Liu, Bang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1181/",
    pages = "23599--23614",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tong-etal-2026-rlshield,
    title = "{RLS}hield: Dynamic Jailbreak Detection for {LLM}s via Reinforced Adaptive Learning",
    author = "Tong, Zhao  and
      Yang, Pengfei  and
      Gu, Yimeng  and
      Shi, Haichao  and
      Liu, Qiang  and
      Xu, Xingcheng  and
      Wu, Shu  and
      Zhang, Xiao-Yu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1182/",
    pages = "23615--23630",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-medsyn,
    title = "{MEDSYN}: Benchmarking Multi-{E}vi{D}ence {SYN}thesis in Complex Clinical Cases for Multimodal Large Language Models",
    author = "Chen, Boqi  and
      Liu, Xudong  and
      Peng, Jiachuan  and
      Frey-Marti, Marianne  and
      Lam, Kyle  and
      Zheng, Bang  and
      Li, Lin  and
      Qiu, Jianing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1183/",
    pages = "23631--23655",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{mohamed-etal-2026-sem,
    title = "Sem-{DPO}: Mitigating Semantic Inconsistency in Preference Optimization for Prompt Engineering",
    author = "Mohamed, Anas  and
      Khan, Azal Ahmad  and
      Wang, Xinran  and
      Khan, Ahmad Faraz  and
      Ge, Shuwen  and
      Khan, Saman Bahzad  and
      Ahmad, Ayaan  and
      Anwar, Ali",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1184/",
    pages = "23656--23674",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhuang-etal-2026-bnlp,
    title = "{BNLP}: A Text Annotation Platform for Quality Control of {LLM}-Generated Annotations",
    author = "Zhuang, Xinhao  and
      Tian, Qiongyu  and
      Chen, Yalin  and
      Xin, Tianle  and
      Fu, Yongyong  and
      Ling, Yunchao  and
      Zhang, Guoqing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1185/",
    pages = "23675--23684",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-elasticflow,
    title = "{E}lastic{F}low: One-Step Physics-Consistent Policy with Elastic Time Horizons for Language-Guided Manipulation",
    author = "Chen, Kewei  and
      Long, Yayu  and
      Li, Shuai  and
      Shang, Mingsheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1186/",
    pages = "23685--23701",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yao-etal-2026-adaptivek,
    title = "{A}daptive{K}: Complexity-Driven Sparse Autoencoders for Interpretable Language Model Representations",
    author = "Yao, Yifei  and
      Zhang, Hanrong  and
      Du, Mengnan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1187/",
    pages = "23702--23728",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{han-etal-2026-experience,
    title = "Experience-Driven Multi-Agent Optimization for Black-Box Jailbreak Attacks on Large Language Models",
    author = "Han, Zhaoyang  and
      Liu, Yihe  and
      Zhang, Kai  and
      Li, Ping",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1188/",
    pages = "23729--23747",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-cmig,
    title = "{CMIG}: Conceptual Metaphor Theory-Inspired Framework for Metaphorical Image Generation",
    author = "Huang, Qingbao  and
      Yang, Cheng  and
      Yao, Jiawei  and
      Liu, Zhiyue  and
      Cai, Yi  and
      Zhang, Xingmao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1189/",
    pages = "23748--23761",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-position,
    title = "Position: From Noise to Signal to Selbstzweck - Reframing Human Label Variation in the Era of Post-training in {NLP}",
    author = "Xu, Shanshan  and
      T.y.s.s, Santosh  and
      Plank, Barbara",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1190/",
    pages = "23762--23772",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cui-etal-2026-rethinking,
    title = "Rethinking Assessments of Prompt Injection Attacks",
    author = "Cui, Chi  and
      Wu, Yixin  and
      Backes, Michael  and
      Zhang, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1191/",
    pages = "23773--23799",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-tan-2026-segdre,
    title = "{S}eg{DRE}: A Salient Entity Guided Approach to Document-Level Relation Extraction",
    author = "Yang, Xing  and
      Tan, Chengxiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1192/",
    pages = "23800--23812",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lei-etal-2026-live,
    title = "Live-Aid: A Large-Scale Dialogue Dataset and Benchmark for Interleaved Multi-party Interactions in Live Streaming",
    author = "Lei, Yiming  and
      Fan, Yize  and
      Liu, Zeming  and
      Dong, Jiaji  and
      Qiu, Hui  and
      Leng, Haitao  and
      Liu, Qingjie  and
      Chen, Kehai  and
      Gao, Tingting  and
      Wang, Yunhong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1193/",
    pages = "23813--23850",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-wu-2026-semi,
    title = "Semi-Supervised Diseased Detection from Speech Dialogues with Multi-Level Data Modeling",
    author = "Li, Xingyuan  and
      Wu, Mengyue",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1194/",
    pages = "23851--23862",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zheng-etal-2026-isolated,
    title = "From Isolated Scoring to Collaborative Ranking: A Comparison-Native Framework for {LLM}-Based Paper Evaluation",
    author = "Zheng, Pujun  and
      Yao, Jiacheng  and
      Zheng, Jinquan  and
      Gu, Chenyang  and
      He, Guoxiu  and
      Liu, Jiawei  and
      Huang, Yong  and
      Guo, Tianrui  and
      Lu, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1195/",
    pages = "23863--23883",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-fu-2026-unac,
    title = "{U}n{AC}: Adaptive Visual Prompting with Abstraction and Stepwise Checking for Complex Multimodal Reasoning",
    author = "Wang, Yifan  and
      Fu, Yun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1196/",
    pages = "23884--23893",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{pham-etal-2026-analystbench,
    title = "{A}nalyst{B}ench: Benchmarking professional long-form report generation with web-mined multimodal tasks",
    author = "Pham, Chau Minh  and
      Wang, Zichao  and
      Mathur, Puneet  and
      Siu, Alexa  and
      Jain, Akriti  and
      Garimella, Aparna  and
      Sai, Ananya B.  and
      Lipka, Nedim  and
      Iyyer, Mohit  and
      Manjunatha, Varun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1197/",
    pages = "23894--23926",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hao-etal-2026-bizcompass,
    title = "{B}iz{C}ompass: Benchmarking the Reasoning Capabilities of {LLM}s in Business Knowledge and Applications",
    author = "Hao, Jianing  and
      Wu, Yuhe  and
      Xu, Yuanjian  and
      Meng, Shichang  and
      Yuan, Shuai  and
      Zeng, Wei  and
      Wang, Zixuan  and
      Zhang, Guang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1198/",
    pages = "23927--23966",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-thinking,
    title = "When More Thinking Hurts: Overthinking in {LLM} Test-Time Compute Scaling",
    author = "Zhou, Shu  and
      Ling, Rui  and
      Chen, Junan  and
      Wang, Xin  and
      Fan, Tao  and
      Wang, Hao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1199/",
    pages = "23967--23977",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhong-etal-2026-learning,
    title = "Learning from Failures: Error Notebook-guided Secure Code Generation",
    author = "Zhong, Xinyu  and
      Lan, Peng  and
      Liao, Zhifang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1200/",
    pages = "23978--23990",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sathyanathan-etal-2026-evaluating,
    title = "Evaluating Reasoning Models for Queries with Presuppositions",
    author = "Sathyanathan, Rose  and
      Vasisht, Kinshuk  and
      Pruthi, Danish",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1201/",
    pages = "23991--24006",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-gre,
    title = "{GRE} Score: Generative Risk Evaluation for Large Language Models",
    author = "LI, Zaitang  and
      Chen, Pin-Yu  and
      Ho, Tsung-Yi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1202/",
    pages = "24007--24033",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shi-etal-2026-msvbench,
    title = "{MSVB}ench: Towards Human-Level Evaluation of Multi-Shot Video Generation",
    author = "Shi, Haoyuan  and
      li, Yunxin  and
      Deng, Nanhao  and
      Xu, Zhenran  and
      Chen, Xinyu  and
      Wang, Longyue  and
      Hu, Baotian  and
      Zhang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1203/",
    pages = "24034--24058",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-trace,
    title = "{M}-{TRACE}: Detecting and Mitigating Time-Anchor Drift via Step-wise Conflict Checking in Temporal Reasoning",
    author = "Huang, Danyu  and
      Jiang, Jiayuan  and
      Zhang, Yao  and
      Wang, Jun  and
      Li, Huijia  and
      Yang, Zhenglu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1204/",
    pages = "24059--24077",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chu-etal-2026-faithful,
    title = "Faithful Persona Steering under Incongruity via Dual-Stream Refinement",
    author = "Chu, Yu-An  and
      Pong, Jen-Ren  and
      Yeh, Chia-Yao  and
      Chiang, Meng-Fen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1205/",
    pages = "24078--24095",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-chemvlr,
    title = "{C}hem{VLR}: Prioritizing Reasoning in Perception for Chemical Vision-Language Understanding",
    author = "Zhao, Xuanle  and
      Cai, Xinyuan  and
      Cheng, Xiang  and
      Chen, Xiuyi  and
      XU, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1206/",
    pages = "24096--24115",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-sdc,
    title = "{SDC}-{L}o{RA}: Singular-Subspace Drift Controlled {L}o{RA} to Mitigate Knowledge Forgetting",
    author = "Zhang, Geyuan  and
      Zhou, Xiaofei  and
      Liu, Shihao  and
      Tian, Jingyuan  and
      Ma, Jizheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1207/",
    pages = "24116--24132",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-regret,
    title = "Regret-Now: A Physics-Inspired Regret Framework for Temporal Knowledge Graph Question Answering with {LLM}s",
    author = "Huang, Danyu  and
      Zhang, Yao  and
      Wang, Jun  and
      Yang, Zhenglu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1208/",
    pages = "24133--24157",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-low,
    title = "Low-probability Tokens Sustain Exploration in Reinforcement Learning with Verifiable Reward",
    author = "Huang, Guanhua  and
      Xu, Tingqiang  and
      Wang, Mingze  and
      Yi, Qi  and
      Gong, Xue  and
      Li, Siheng  and
      Xiong, Ruibin  and
      Li, Kejiao  and
      Jiang, Yuhao  and
      Zhou, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1209/",
    pages = "24158--24188",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-preserving,
    title = "Preserving Language Capabilities in Vision-Language Models via Representation Regulation",
    author = "Chen, ZiXuan  and
      Tao, Juncheng  and
      Zeng, Ziqian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1210/",
    pages = "24189--24205",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-agent-personalized,
    title = "Me-Agent: A Personalized Mobile Agent with Two-Level User Habit Learning for Enhanced Interaction",
    author = "Wang, Shuoxin  and
      Liu, Chang  and
      Loo, Gowen  and
      Zheng, Lifan  and
      Wei, Kaiwen  and
      Yan, Huanqian  and
      Zeng, Xinyi  and
      Zhang, Jingyuan  and
      Tian, Yu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1211/",
    pages = "24206--24222",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-dynamic-pmi,
    title = "Dynamic {PMI}-Guided Contrastive Decoding Reduces Hallucination in Large Language Models: A Unified Framework of Fine-Grained Input Transformations",
    author = "Chen, Dongsheng  and
      Zhu, Yingqi  and
      Zhang, Xingyue  and
      Zhou, Wenqing  and
      Li, Lei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1212/",
    pages = "24223--24235",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-lseg,
    title = "{LSEG}: A Fine-tuning Free Method for {NL}2{FOL} via Logic-Structure and Entropy Guided Inference Controlling",
    author = "Huang, Yuwei  and
      Wang, Shi  and
      Zi, Kangli  and
      Luo, Tianyu  and
      Zhixiao, Jiang  and
      Wang, Ruiheng  and
      Wang, Yufei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1213/",
    pages = "24236--24245",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{schoenegger-roth-2026-compact,
    title = "Compact Example-Based Explanations for Language Models",
    author = "Schoenegger, Loris  and
      Roth, Benjamin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1214/",
    pages = "24246--24265",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-medcpi,
    title = "{M}ed{CPI}: A Construct{--}Personalize{--}Integrate Framework for {KG}-enhanced Clinical Prediction",
    author = "Wang, Hang  and
      Dong, Hang  and
      Liu, Lu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1215/",
    pages = "24266--24282",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhu-etal-2026-across,
    title = "Across Programming Language Silos: A Study on Cross-Lingual Retrieval-Augmented Code Generation",
    author = "Zhu, Qiming  and
      Cao, Jialun  and
      Chen, Xuanang  and
      Zhang, Weili  and
      Lu, Yaojie  and
      Lin, Hongyu  and
      Han, Xianpei  and
      Sun, Le  and
      Cheung, Shing-Chi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1216/",
    pages = "24283--24296",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yan-etal-2026-errorradar,
    title = "{E}rror{R}adar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection",
    author = "Yan, Yibo  and
      Wang, Shen  and
      Huo, Jiahao  and
      Li, Hang  and
      Li, Boyan  and
      Su, Jiamin  and
      Gao, Xiong  and
      Zhang, YiFan  and
      Xu, Tianlong  and
      Chu, Zhendong  and
      Zhong, Aoxiao  and
      Wang, Kun  and
      Xiong, Hui  and
      Yu, Philip S.  and
      Hu, Xuming  and
      Wen, Qingsong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1217/",
    pages = "24297--24334",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tran-etal-2026-disentangling,
    title = "Disentangling Continued Pre-Training: Attention-Driven Routing and Semantic Hub Preservation in Language Adaptation",
    author = "Tran, Khanh-Tung  and
      Tran, Vinh-Khanh  and
      O'Sullivan, Barry  and
      Nguyen, Hoang D.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1218/",
    pages = "24335--24357",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gevers-daelemans-2026-get,
    title = "Do You Get the Hint? Benchmarking {LLM}s on the Board Game Concept",
    author = "Gevers, Ine  and
      Daelemans, Walter",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1219/",
    pages = "24358--24371",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{nemecek-etal-2026-topic,
    title = "Topic-Based Watermarks for Large Language Models",
    author = "Nemecek, Alexander  and
      Jiang, Yuzhou  and
      Ayday, Erman",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1220/",
    pages = "24372--24402",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{amin-etal-2026-spark,
    title = "{SP}ar{K}-Eval: Evaluating Structure-Aware Knowledge Acquisition in {LLM}s for Domain Adaptation to Industrial Records",
    author = "Amin, Ekant Muljibhai  and
      Koreeda, Yuta  and
      Sogawa, Yasuhiro",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1221/",
    pages = "24403--24418",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-solar,
    title = "{SOLAR}-{RL}: Semi-Online Long-horizon Assignment Reinforcement Learning",
    author = "Wang, Jichao  and
      Bian, Liuyang  and
      Zhou, Yufeng  and
      Xiao, Han  and
      Pan, Yue  and
      Wang, Guozhi  and
      Wang, Hao  and
      Wang, Zhaoxiong  and
      Wen, Yafei  and
      Chen, Xiaoxin  and
      Ren, Shuai  and
      Zeng, Lingfang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1222/",
    pages = "24419--24432",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ciss-e-2026-kumatigi,
    title = "Kumatigi: Quality-Driven Data Augmentation for Low-Resource Machine Translation",
    author = "Ciss{\textbackslash}'e, Cheick Tidiani",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1223/",
    pages = "24433--24446",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yu-etal-2026-camo,
    title = "{CAMO}: An Agentic Framework for Automated Causal Discovery from Micro Behaviors to Macro Emergence in {LLM} Agent Simulations",
    author = "Yu, Xiangning  and
      Guo, Yuwei  and
      Hou, Yuqi  and
      Xue, Xiao  and
      Ma, Qun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1224/",
    pages = "24447--24479",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-molan,
    title = "{M}o{LAN}: A Unified Modality-Aware Noise Dynamic Editing Framework for Multimodal Sentiment Analysis",
    author = "Xu, Xingle  and
      Liu, YongKang  and
      Cai, Dexian  and
      Feng, Shi  and
      Yang, Xiaocui  and
      Wang, Daling  and
      Zhang, Yifei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1225/",
    pages = "24480--24495",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{feng-etal-2026-c2po,
    title = "{C}2{PO}: Diagnosing and Disentangling Bias Shortcuts in {LLM}s",
    author = "Feng, Xuan  and
      An, Bo  and
      Gu, Tianlong  and
      Chang, Liang  and
      Hao, Fengrui  and
      Yu, Peipeng  and
      Zhao, Shuai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1226/",
    pages = "24496--24515",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-sui-2026-deconstruct,
    title = "Deconstruct, Diagnose, and Deliberate: A Protocol-Adaptive Role-Specific Multi-Agent Framework for Fake News Detection",
    author = "Zhang, Zhigan  and
      Sui, Jie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1227/",
    pages = "24516--24534",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yan-etal-2026-position,
    title = "Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning",
    author = "Yan, Yibo  and
      Wang, Shen  and
      Huo, Jiahao  and
      Ye, Jingheng  and
      Chu, Zhendong  and
      Hu, Xuming  and
      Yu, Philip S.  and
      Gomes, Carla P  and
      Selman, Bart  and
      Wen, Qingsong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1228/",
    pages = "24535--24574",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{guo-etal-2026-e3,
    title = "$E^3$-{TIR}: Enhanced Experience Exploitation for Tool-Integrated Reasoning",
    author = "Guo, Weiyang  and
      Shi, Zesheng  and
      Zhao, Liye  and
      Ma, Jiayuan  and
      Zhu, Zeen  and
      He, Junxian  and
      Zhang, Min  and
      Li, Jing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1229/",
    pages = "24575--24596",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lu-etal-2026-eva,
    title = "{EVA}: Evolving Semantic Adversaries for Red-Teaming {GUI} Agents Against Environmental Injection Attacks",
    author = "Lu, Yijie  and
      Zhao, Manman  and
      Ju, Tianjie  and
      Yan, Zihe  and
      Ma, Xinbei  and
      Guo, Yuan  and
      Ding, Daizong  and
      Liu, Gongshen  and
      Zhang, Zhuosheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1230/",
    pages = "24597--24615",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-neat,
    title = "{NEAT}: Neuron-Based Early Exit for Large Reasoning Models",
    author = "Liu, Kang  and
      Liu, YongKang  and
      Yang, Xiaocui  and
      Wang, Peidong  and
      Zhang, Wen  and
      Feng, Shi  and
      Zhang, Yifei  and
      Wang, Daling",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1231/",
    pages = "24616--24627",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{qian-etal-2026-thinking,
    title = "From ``Thinking'' to ``Justifying'': Aligning High-Stakes Explainability with Professional Communication Standards",
    author = "Qian, Chen  and
      Wang, Yimeng  and
      Chen, Yu  and
      Wu, Lingfei  and
      Stathopoulos, Andreas",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1232/",
    pages = "24628--24637",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{song-etal-2026-ehrag,
    title = "{EHRAG}: Bridging Semantic Gaps in Lightweight {G}raph{RAG} via Hybrid Hypergraph Construction and Retrieval",
    author = "Song, Yifan  and
      Tao, Xingjian  and
      Yang, Zhicheng  and
      Luo, Yihong  and
      Tang, Jing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1233/",
    pages = "24638--24652",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{park-etal-2026-pure,
    title = "{PURE}: Post-hoc Unlocking and {RE}finement for Discrete Diffusion Decoding",
    author = "Park, Yangryeol  and
      Lee, Kunhui  and
      Choi, Hanback  and
      Park, Cheoneum  and
      Jeon, Donghyeon  and
      Kang, Inho  and
      Na, Seung-Hoon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1234/",
    pages = "24653--24667",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kong-etal-2026-oscr,
    title = "{OSCR}-Attack: One-Shot Character Level Attacks through Self-Optimizing Continuous Relaxation",
    author = "Kong, Lingyi  and
      Liu, Zhuo  and
      Hu, Zhanghao  and
      Qiu, Qilong  and
      Yang, Yutao  and
      Xue, Jingjing  and
      Wang, Zheng  and
      Gui, Lin  and
      Nie, Feiping",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1235/",
    pages = "24668--24683",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{banar-etal-2026-mteb,
    title = "{MTEB}-{NL} and E5-{NL}: Embedding Benchmark and Models for {D}utch",
    author = "Banar, Nikolay  and
      Lotfi, Ehsan  and
      Van Nooten, Jens  and
      Arhiliuc, Cristina  and
      Kliocaite, Marija  and
      Daelemans, Walter",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1236/",
    pages = "24684--24709",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hwang-etal-2026-perceptual,
    title = "Perceptual Hallucination in Vision{--}Language Models: Definition, Analysis and Verification",
    author = "Hwang, Taewook  and
      Heo, Inbum  and
      Lee, Sung Jun  and
      Jung, Sangkeun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1237/",
    pages = "24710--24725",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-ration,
    title = "{RATION}: Entropy-Driven Task-Adaptive Visual Attention Allocation Framework for Multimodal Reasoning",
    author = "Xu, Xingle  and
      Kong, Fanheng  and
      Cai, Dexian  and
      Feng, Shi  and
      Yang, Xiaocui  and
      Wang, Daling  and
      Zhang, Yifei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1238/",
    pages = "24726--24744",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-niehues-2026-multimodal,
    title = "Multimodal In-context Learning for {ASR} of Low-resource Languages",
    author = "Li, Zhaolin  and
      Niehues, Jan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1239/",
    pages = "24745--24760",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{mei-etal-2026-a1,
    title = "a1: Steep Test-time Scaling Law via Environment Augmented Generation",
    author = "Mei, Lingrui  and
      Liu, Shenghua  and
      Wang, Yiwei  and
      Bi, Baolong  and
      Ge, Yuyao  and
      Wan, Jun  and
      Wu, Yurong  and
      Cheng, Xueqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1240/",
    pages = "24761--24786",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cai-etal-2026-look,
    title = "Look and Think: Efficient Multimodal Reasoning via Modality-Decoupled Compression",
    author = "Cai, Xidi  and
      Zheng, Junhao  and
      Li, Jingye  and
      Li, Boyuan  and
      Zhang, Shaowei  and
      Ma, Qianli",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1241/",
    pages = "24787--24806",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{pan-etal-2026-topology,
    title = "Topology-Enhanced Alignment for Large Language Models: Trajectory Topology Loss and Topological Preference Optimization",
    author = "Pan, Yurui  and
      Xu, Ke  and
      Peng, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1242/",
    pages = "24807--24821",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wan-etal-2026-inference,
    title = "Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification",
    author = "Wan, Yuxuan  and
      Fang, Tianqing  and
      LI, Zaitang  and
      Huo, Yintong  and
      Wang, Wenxuan  and
      Mi, Haitao  and
      Yu, Dong  and
      Lyu, Michael R.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1243/",
    pages = "24822--24835",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-fincards,
    title = "{F}in{CARDS}: Card-Based Analyst Reranking for Financial Document Question Answering",
    author = "Zhou, Yixi  and
      Zhang, Fan  and
      Chen, YU  and
      Zhang, Haipeng  and
      Nakov, Preslav  and
      Xie, Zhuohan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1244/",
    pages = "24836--24852",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sharma-wang-2026-unified,
    title = "A Unified Feature Mixture Framework for Joint Speech and Singing Deepfake Detection",
    author = "Sharma, Aastha  and
      Wang, Guangjing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1245/",
    pages = "24853--24863",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tamine-etal-2026-atomic,
    title = "From Atomic to Complex tasks: Cross-Tasking Improves Zero-Shot Argument Generation and Retrieval",
    author = "Tamine, Lynda  and
      Kebir, Ahmed Rayane  and
      Codjo, Merveille Dona  and
      Pasquies, Enzo  and
      Moreno, Jose G",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1246/",
    pages = "24864--24882",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yan-etal-2026-sculpting,
    title = "Sculpting the Vector Space: Towards Efficient Multi-Vector Visual Document Retrieval via Prune-then-Merge Framework",
    author = "Yan, Yibo  and
      Ou, Mingdong  and
      Cao, Yi  and
      Zou, Xin  and
      Huo, Jiahao  and
      Liu, Shuliang  and
      Kwok, James  and
      Hu, Xuming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1247/",
    pages = "24883--24925",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ma-etal-2026-thinklinker,
    title = "{T}hink{L}inker: From Low-Rank Interaction to Knowledge-Aware Verification for Multimodal Entity Linking",
    author = "Ma, Yingyao  and
      Zhou, Yuanyuan  and
      Zhang, Congyu  and
      Yuan, Yi  and
      Wu, Jiasong  and
      Senhadji, Lotfi  and
      Shu, Huazhong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1248/",
    pages = "24926--24942",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-logit,
    title = "Logit Arithmetic Elicits Long Reasoning Capabilities Without Training",
    author = "Zhang, Yunxiang  and
      Khalifa, Muhammad  and
      Zhang, Lechen  and
      Liu, Xin  and
      Lee, Ayoung  and
      Zhang, Xinliang Frederick  and
      Bayat, Farima Fatahi  and
      Wang, Lu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1249/",
    pages = "24943--24959",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-evolving,
    title = "Evolving Agentic Workflow Driven by Human-Agent Collaboration",
    author = "Liu, Yuxin  and
      Zhang, Jinxuan  and
      Peng, Yuezhang  and
      Zhou, Hefeng  and
      Wang, Xiangfeng  and
      Lou, Jiong  and
      Wu, Chentao  and
      LI, Jie  and
      Qu, Jingjing  and
      Lu, Chaochao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1250/",
    pages = "24960--24969",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jiang-etal-2026-hintpilot,
    title = "{H}int{P}ilot: {LLM}-based Compiler Hint Synthesis for Code Optimization",
    author = "Jiang, Hanyun  and
      Yao, Peisen  and
      Li, Kaiyue  and
      Lin, Tingting  and
      Wang, Chengpeng  and
      Ren, Kui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1251/",
    pages = "24970--24986",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-makes,
    title = "What Makes an {LLM} a Good Optimizer? A Trajectory Analysis of {LLM}-Guided Evolutionary Search",
    author = "Zhang, Xinhao  and
      Chen, Xi  and
      Portet, Fran{\textbackslash}c{\{}c{\}}ois  and
      Peyrard, Maxime",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1252/",
    pages = "24987--25011",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-token,
    title = "Token-level Inference-Time Alignment for Vision-Language Models",
    author = "Chen, Kejia  and
      Zheng, Junjun  and
      Zhang, Jiawen  and
      Lin, Manxi  and
      Pan, Xiao  and
      Hu, Jiacong  and
      Lou, Jian  and
      Feng, Zunlei  and
      Song, Mingli",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1253/",
    pages = "25012--25029",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xiao-etal-2026-stella,
    title = "{STELLA}: A Multimodal {LLM} for Protein Functional Annotation via Unified Sequence-Structure Encoding",
    author = "Xiao, Hongwang  and
      Lin, Wenjun  and
      Chen, Xi  and
      Wang, Hui  and
      Chen, Kai  and
      Li, Jiashan  and
      Sun, Yuancheng  and
      Dai, Sicheng  and
      Wu, Boya  and
      Ye, Qiwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1254/",
    pages = "25030--25049",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{dai-etal-2026-realfin,
    title = "{R}eal{F}in: How Well Do {LLM}s Reason About Finance When Users Leave Things Unsaid?",
    author = "Dai, Yuyang  and
      Lin, Yan  and
      Xie, Zhuohan  and
      Wang, Yuxia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1255/",
    pages = "25050--25080",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sharma-etal-2026-preference,
    title = "Preference Optimization for Review Question Generation Improves Writing Quality",
    author = "Sharma, Karun  and
      Vats, Vidushee  and
      LI, Shengzhi  and
      Wang, Yuxiang  and
      Sun, Zhongtian  and
      Tiwari, Prayag",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1256/",
    pages = "25081--25104",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-pei-2026-llm,
    title = "Your {LLM} Agent Can Leak Your Data: Data Exfiltration via Backdoored Tool Use",
    author = "Zhang, Wuyang  and
      Pei, Shichao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1257/",
    pages = "25105--25129",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-evohyper,
    title = "{E}vo{H}yper: Evolving Hypergraph Topologies for Unified Collaboration in Multi-Agent Communication",
    author = "Zhang, Heng  and
      Zhong, Yihao  and
      Gan, Lubin  and
      Chen, Zhihe  and
      Wu, Jiajun  and
      Shi, Yuling  and
      Gu, Xiaodong  and
      Zhang, Hao  and
      You, Haochen  and
      Huang, Jin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1258/",
    pages = "25130--25143",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{papoudakis-etal-2026-think,
    title = "Think Before you Write: {QA}-Guided Reasoning for Character Descriptions in Books",
    author = "Papoudakis, Argyrios  and
      Lapata, Mirella  and
      Keller, Frank",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1259/",
    pages = "25144--25164",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{long-etal-2026-grouprank,
    title = "{G}roup{R}ank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with {LLM}s",
    author = "Long, Meixiu  and
      Sun, Duolin  and
      Yang, Dan  and
      Jiao, Yihan  and
      Liu, Lei  and
      Wang, Jiahai  and
      Hu, Binbin  and
      Shen, Yue  and
      Feng, Jie  and
      Tan, Zhehao  and
      Wang, Junjie  and
      Zhong, Lianzhen  and
      Wang, Jian  and
      Wei, Peng  and
      Gu, Jinjie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1260/",
    pages = "25165--25186",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{devanathan-etal-2026-mirage,
    title = "Mirage: A Diagnostic Framework for Evaluating the Realism of Synthetic Contact Center Dialogue Generation",
    author = "Devanathan, Rishikesh  and
      Nathan, Varun  and
      Kumar, Ayush",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1261/",
    pages = "25187--25227",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{duan-etal-2026-bloomeval,
    title = "{B}loom{E}val: A Bloom{'}s Cognitive Taxonomy-Based Benchmark for Evaluating {LRM}s via Cognitive Hierarchy Trace",
    author = "Duan, Zhiyi  and
      Gao, Lei  and
      Guan, Jiangshan  and
      Wang, Qi  and
      Liu, Rui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1262/",
    pages = "25228--25248",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-cair,
    title = "{CAIR}: Causal Adaptive Information-based Reinforcement Learning for Multimodal Emotion Reasoning",
    author = "Zhang, Fengyu  and
      Liu, Bin  and
      Tao, Jianhua  and
      Wen, Zhuofan  and
      Chen, Shun  and
      Yao, Hailiang  and
      Wen, Zhengqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1263/",
    pages = "25249--25264",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{manzoor-etal-2026-multi,
    title = "A Multi-View Media Profiling Suite: Resources, Evaluation, and Analysis",
    author = "Manzoor, Muhammad Arslan  and
      Azizov, Dilshod  and
      Orel, Daniil  and
      Siddique, Umer  and
      Mujahid, Zain Muhammad  and
      Hou, Yufang  and
      Nakov, Preslav",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1264/",
    pages = "25265--25286",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{maliha-hougen-2026-mechanistic,
    title = "Mechanistic Interpretability of Text-to-Image Diffusion Models via Cross-Attention Interventions",
    author = "Maliha, Maisha  and
      Hougen, Dean F.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1265/",
    pages = "25287--25299",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jin-etal-2026-revisiting,
    title = "Revisiting Entropy in Reinforcement Learning for Large Reasoning Models",
    author = "Jin, Renren  and
      Gao, Pengzhi  and
      Ren, Yuqi  and
      Han, Zhuowen  and
      Zhang, Tongxuan  and
      Huang, Wuwei  and
      Liu, Wei  and
      Luan, Jian  and
      Xiong, Deyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1266/",
    pages = "25300--25322",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-large,
    title = "How Large Language Models Balance Internal Knowledge with User and Document Assertions",
    author = "Li, Shuowei  and
      Li, Haoxin  and
      Chu, Wenda  and
      Fang, Yi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1267/",
    pages = "25323--25346",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gan-etal-2026-comicvqa,
    title = "{C}omic{VQA}: A Benchmark for Visual Reasoning in Multimodal {LLM}s",
    author = "Gan, Esther  and
      Brown, Hannah  and
      Herel, David  and
      Kawaguchi, Kenji  and
      Kan, Min-Yen  and
      Shieh, Michael Qizhe",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1268/",
    pages = "25347--25370",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shi-etal-2026-aj,
    title = "{AJ}-Bench: Benchmarking Agent-as-a-Judge for Environment-Aware Evaluation",
    author = "Shi, Wentao  and
      Wang, Yu  and
      Zhao, Yuyang  and
      Chen, Yuxin  and
      Feng, Fuli  and
      Hao, Xueyuan  and
      Su, Xi  and
      GU, Qi  and
      Su, Hui  and
      Cai, Xunliang  and
      He, Xiangnan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1269/",
    pages = "25371--25413",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-llms-estimate,
    title = "Can {LLM}s Estimate Student Struggles? Human-{AI} Difficulty Alignment with Proficiency Simulation for Item Difficulty Prediction",
    author = "Li, Ming  and
      Chen, Han  and
      Xiao, Yunze  and
      Chen, Jian  and
      Jiao, Hong  and
      Zhou, Tianyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1270/",
    pages = "25414--25441",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{rudolph-etal-2026-transition,
    title = "Transition-Matrix Regularization for Next Dialogue Act Prediction in Counselling Conversations",
    author = "Rudolph, Eric  and
      Steigerwald, Philipp  and
      Albrecht, Jens",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1271/",
    pages = "25442--25457",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{allein-etal-2026-climatecause,
    title = "{C}limate{C}ause: Complex and Implicit Causal Structures in Climate Reports",
    author = "Allein, Liesbeth  and
      Pineda-Casta{\textbackslash}{\textasciitilde}neda, Nataly  and
      Rocci, Andrea  and
      Moens, Marie-Francine",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1272/",
    pages = "25458--25488",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wullschleger-etal-2026-reference,
    title = "Reference-Free Evaluation of Taxonomies",
    author = "Wullschleger, Pascal  and
      Zarharan, Majid  and
      Daly, Donnacha  and
      Pouly, Marc  and
      Foster, Jennifer",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1273/",
    pages = "25489--25507",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-csi,
    title = "{CSI}: An Investigative Multi-Agent Framework for Explainable Short Video Fake News Detection",
    author = "Wang, Yuxin  and
      Yang, Yang  and
      Zhang, Huaiwen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1274/",
    pages = "25508--25528",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hu-etal-2026-dial,
    title = "Dial {HEALTHDIAL} for Advice: A Multilingual and Multi-Parallel Spoken Dialogue Dataset for Knowledge-Grounded Information Seeking",
    author = "Hu, Songbo  and
      Liu, Yinhong  and
      Zhou, Ej  and
      Razumovskaia, Evgeniia  and
      Wang, Xiaobin  and
      Fraser, Alexander  and
      Vuli{\textbackslash}'c, Ivan  and
      Korhonen, Anna",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1275/",
    pages = "25529--25552",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-fast,
    title = "Fast and Effective On-Policy Distillation from Reasoning Prefixes",
    author = "Zhang, Dongxu  and
      Yang, Zhichao  and
      Janghorbani, Sepehr  and
      Han, Jun  and
      II, Andrew Ressler  and
      Qian, Qian  and
      Lyng, Gregory D  and
      Batra, Sanjit Singh  and
      Tillman, Robert E.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1276/",
    pages = "25553--25569",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-marf,
    title = "{M}a{RF}: Leveraging Representation-Level Fusion of Formula Semantics for Mathematical Information Retrieval",
    author = "Wang, Suyuan  and
      Zheng, Hongbo  and
      Kani, Nickvash",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1277/",
    pages = "25570--25585",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yoon-etal-2026-documents,
    title = "From Documents to Segments: A Contextual Reformulation for Topic Assignment",
    author = "Yoon, Hoonsang  and
      Kim, Takyoung  and
      Lee, Wonkee  and
      Cho, Ilmin  and
      Hakkani-T{\textbackslash}{''}ur, Dilek  and
      Choi, Stanley Jungkyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1278/",
    pages = "25586--25624",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{maveli-etal-2026-llms,
    title = "Can {LLM}s Compress (and Decompress)? Evaluating Code Understanding and Execution via Invertibility",
    author = "Maveli, Nickil  and
      Vergari, Antonio  and
      Cohen, Shay B",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1279/",
    pages = "25625--25660",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-confidence-estimation,
    title = "Confidence Estimation for {LLM}s in Multi-turn Interactions",
    author = "Zhang, Caiqi  and
      Yang, Ruihan  and
      Zhu, Xiaochen  and
      Li, Chengzu  and
      Hu, Tiancheng  and
      Dong, Yijiang River  and
      Yang, Deqing  and
      Collier, Nigel",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1280/",
    pages = "25661--25676",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{rair-etal-2026-beyond,
    title = "Beyond Black-Box Labels: Interpretable Criteria for Diagnosing Subjective {NLP} Tasks",
    author = "Rair, Nisrine  and
      Goupil, Alban  and
      Vrabie, Valeriu  and
      Chochoy, Emmanuel",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1281/",
    pages = "25677--25706",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jia-etal-2026-autorubric,
    title = "{A}uto{R}ubric: Rubric-Based Generative Rewards for Faithful Multimodal Reasoning",
    author = "Jia, Mengzhao  and
      Zhang, Zhihan  and
      Cases, Ignacio  and
      Liu, Zheyuan  and
      Jiang, Meng  and
      Qi, Peng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1282/",
    pages = "25707--25724",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{du-etal-2026-human,
    title = "{HER}: Human-like Reasoning and Reinforcement Learning for {LLM} Role-playing",
    author = "Du, Chengyu  and
      Wang, Xintao  and
      Chen, Aili  and
      Li, Weiyuan  and
      Xu, Rui  and
      Liu, Junteng  and
      Huang, Zishan  and
      Tian, Rong  and
      Sun, Zijun  and
      Li, Yuhao  and
      Feng, Liheng  and
      Ding, Deming  and
      Zhao, Pengyu  and
      Xiao, Yanghua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1283/",
    pages = "25725--25762",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{boglioni-etal-2026-generalisation,
    title = "Do Generalisation Results Generalise?",
    author = "Boglioni, Matteo  and
      Sgobbi, Andrea  and
      Tavernini, Gabriel  and
      Rita, Francesco  and
      Mosbach, Marius  and
      Pimentel, Tiago",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1284/",
    pages = "25763--25783",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{srivastava-etal-2026-llms,
    title = "Do {LLM}s Overthink Basic Math Reasoning? Benchmarking the Accuracy-Efficiency Tradeoff in Language Models",
    author = "Srivastava, Gaurav  and
      Hussain, Aafiya Shamshad  and
      Srinivasan, Sriram  and
      Wang, Xuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1285/",
    pages = "25784--25826",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tian-zhang-2026-pv,
    title = "{PV}-{SQL}: Synergizing Database Probing and Rule-based Verification for Text-to-{SQL} Agents",
    author = "Tian, Yuan  and
      Zhang, Tianyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1286/",
    pages = "25827--25845",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{borisiuk-etal-2026-anatomy,
    title = "Anatomy of Unlearning: The Dual Impact of Fact Salience and Model Fine-Tuning",
    author = "Borisiuk, Anna  and
      Savchenko, Andrey  and
      Panchenko, Alexander  and
      Tutubalina, Elena",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1287/",
    pages = "25846--25859",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{stafford-etal-2026-neural,
    title = "What Do Neural Speech Models Know About Phonology? Evidence from Structured Phoneme Confusions",
    author = "Stafford, Eli  and
      Lahaussois, Aim{\textbackslash}'ee  and
      Wisniewski, Guillaume",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1288/",
    pages = "25860--25873",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sharifymoghaddam-lin-2026-rerank,
    title = "Rerank Before You Reason: Analyzing Reranking Tradeoffs through Effective Token Cost in Deep Search Agents",
    author = "Sharifymoghaddam, Sahel  and
      Lin, Jimmy",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1289/",
    pages = "25874--25886",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-position,
    title = "Position: {LLM} Watermarking Should Align Stakeholders' Incentives for Practical Adoption",
    author = "Liu, Yepeng  and
      Zhao, Xuandong  and
      Song, Dawn  and
      Wornell, Gregory W.  and
      Bu, Yuheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1290/",
    pages = "25887--25903",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-learning-refine,
    title = "Learning to Refine: Self-Refinement of Parallel Reasoning in {LLM}s",
    author = "Wang, Qibin  and
      Zhao, Pu  and
      Huang, Shaohan  and
      Yang, Fangkai  and
      Wang, Lu  and
      Wei, Furu  and
      Lin, Qingwei  and
      Rajmohan, Saravan  and
      Zhang, Dongmei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1291/",
    pages = "25904--25921",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kabir-etal-2026-audita,
    title = "{AUDITA}: A New Dataset to Audit Humans vs. {AI} Skill at Audio {QA}",
    author = "Kabir, Tasnim  and
      Kurdydyk, Dmytro  and
      Palnitkar, Aadi  and
      Dorn, Liam  and
      Ahmed, Ahmed Haj  and
      Boyd-Graber, Jordan Lee",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1292/",
    pages = "25922--25951",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chakra-etal-2026-neoarabert,
    title = "{N}eo{A}ra{BERT}: A Modern Foundation Model for {A}rabic Embeddings with Diacritics-Aware Tokenization and {POS}-Targeted Masking",
    author = "Chakra, Chadi Abou  and
      Hamoud, Hadi Khaled  and
      Al Mraikhat, Osama Rakan  and
      Obaida, Qusai Abu  and
      Ballout, Mohamad  and
      Zaraket, Fadi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1293/",
    pages = "25952--25968",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{fu-etal-2026-steering,
    title = "Steering Away from Refusal: A Black-box Jailbreak Method Based on First-Token Distribution",
    author = "Fu, Shuangjie  and
      Su, Du  and
      Chen, Xin  and
      Sun, Fei  and
      Shen, Huawei  and
      Cheng, Xueqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1294/",
    pages = "25969--25979",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wasi-etal-2026-mina,
    title = "Mina: A Multilingual {LLM}-Powered Legal Assistant Agent for Empowering Access to Justice in {B}angladesh",
    author = "Wasi, Azmine Toushik  and
      Faisal, Wahid  and
      Islam, Mst Rafia  and
      Parvez, Md Rizwan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1295/",
    pages = "25980--26028",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{talafha-etal-2026-zero,
    title = "Zero-Shot Context-Aware {ASR} for Diverse {A}rabic Varieties",
    author = "Talafha, Bashar  and
      Alhassan, Amin Abu  and
      Abdul-Mageed, Muhammad",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1296/",
    pages = "26029--26044",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-sonar,
    title = "The Sonar Moment: An Audio Geo-Localization Benchmark for Audio-Language Models",
    author = "Zhang, Ruixing  and
      Liu, Zihan  and
      Sun, Leilei  and
      Zhu, Tongyu  and
      Lv, Weifeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1297/",
    pages = "26045--26065",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{saiyed-etal-2026-towards,
    title = "Towards Understanding the Robustness of Sparse Autoencoders",
    author = "Saiyed, Ahson  and
      Sadiekh, Sabrina  and
      Agarwal, Chirag",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1298/",
    pages = "26066--26086",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yao-etal-2026-beyond,
    title = "Beyond Local vs. External: A Game-Theoretic Framework for Trustworthy Knowledge Acquisition",
    author = "Yao, Rujing  and
      Shi, Yufei  and
      Wu, Yang  and
      Li, Ang  and
      Jiang, Zhuoren  and
      Wang, XiaoFeng  and
      Tang, Haixu  and
      Liu, Xiaozhong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1299/",
    pages = "26087--26099",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-false,
    title = "False Sense of Security: Why Probing-based Malicious Input Detection Fails to Generalize",
    author = "Wang, Cheng  and
      Wei, Zeming  and
      Liu, Qin  and
      Zhou, Wenxuan  and
      Chen, Muhao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1300/",
    pages = "26100--26113",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-2026-transformers,
    title = "Do Transformers Grok Succinct Algorithms? Mechanistic Evidence for Counting Circuits",
    author = "Zhao, Yizheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1301/",
    pages = "26114--26130",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{arora-etal-2026-value,
    title = "How Value Induction Reshapes {LLM} Behavior",
    author = "Arora, Arnav  and
      Schluter, Natalie  and
      Metcalf, Katherine  and
      Hoeve, Maartje Ter",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1302/",
    pages = "26131--26152",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{khoramfar-etal-2026-stable,
    title = "Stable Evidence, Unstable Decisions: An Empirical Analysis of Model Decision Stability in Vision{--}Language Models",
    author = "Khoramfar, Ali  and
      Dousti, Mohammad Javad  and
      Mohamadian, Alireza  and
      Faili, Heshaam",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1303/",
    pages = "26153--26166",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{someki-etal-2026-planrag,
    title = "{P}lan{RAG}-Audio: Planning and Retrieval Augmented Generation for Long-form Audio Understanding",
    author = "Someki, Masao  and
      Huang, Chien-yu  and
      Arora, Siddhant  and
      Cornell, Samuele  and
      M{\textbackslash}{''}uller, Markus  and
      Susanj, Nathan  and
      Swaminathan, Rupak Vignesh  and
      Strimel, Grant  and
      Liu, Jing  and
      Watanabe, Shinji",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1304/",
    pages = "26167--26183",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{petullo-etal-2026-veccisc,
    title = "{V}ec{CISC}: Improving Confidence-Informed Self-Consistency with Reasoning Trace Clustering and Candidate Answer Selection",
    author = "Petullo, James  and
      George, Sonny  and
      Cashman, Dylan  and
      Xue, Nianwen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1305/",
    pages = "26184--26200",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{peng-etal-2026-incentivizing,
    title = "Incentivizing In-depth Reasoning over Long Contexts with Process Advantage Shaping",
    author = "Peng, Miao  and
      Shen, Weizhou  and
      Chen, Nuo  and
      Li, Chenliang  and
      Yan, Ming  and
      Li, Jia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1306/",
    pages = "26201--26228",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jullien-etal-2026-dissecting,
    title = "Dissecting Clinical Reasoning in Natural Language Inference for Large Language Models",
    author = "Jullien, Mael  and
      Freitas, Andre  and
      Valentino, Marco  and
      Ranaldi, Leonardo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1307/",
    pages = "26229--26250",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chung-etal-2026-llm,
    title = "{LLM}-Codec: Neural Audio Codec Meets Language Model Objectives",
    author = "Chung, Ho-Lam  and
      Chen, Yiming  and
      Lee, Hung-yi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1308/",
    pages = "26251--26265",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-richest,
    title = "Who is the richest club in the championship? Detecting and Rewriting Underspecified Questions Improve {QA} Performance",
    author = "Huang, Yunchong  and
      Barlacchi, Gianni  and
      Pezzelle, Sandro",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1309/",
    pages = "26266--26281",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gong-etal-2026-beyond,
    title = "Beyond Chunks and Graphs: Retrieval-Augmented Generation through Triplet-Driven Thinking",
    author = "Gong, Shengbo  and
      Tang, Xianfeng  and
      He, Qi  and
      Yang, Carl  and
      Jin, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1310/",
    pages = "26282--26308",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{park-lei-2026-reasoning,
    title = "Where Reasoning Breaks: Logic-Aware Path Selection by Controlling Logical Connectives in {LLM}s Reasoning Chains",
    author = "Park, Seunghyun  and
      Lei, Yuanyuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1311/",
    pages = "26309--26324",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ki-etal-2026-reheat,
    title = "Reheat Nachos for Dinner? Evaluating {AI} Support for Cross-Cultural Communication of Neologisms",
    author = "Ki, Dayeon  and
      Hou, Yu  and
      Rudinger, Rachel  and
      Iii, Hal Daum{\textbackslash}'e  and
      Carpuat, Marine  and
      Yang, Fumeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1312/",
    pages = "26325--26362",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liang-etal-2026-learning-dynamic,
    title = "Learning Dynamic Representations and Policies from Multimodal Clinical Time-Series with Informative Missingness",
    author = "Liang, Zihan  and
      Pan, Ziwen  and
      Xiong, Ruoxuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1313/",
    pages = "26363--26392",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hariri-etal-2026-quantize,
    title = "Quantize What Counts: More for Keys, Less for Values",
    author = "Hariri, Mohsen  and
      Luo, Alan  and
      Chen, Weicong  and
      Zhang, Tianyi  and
      Wang, Qifan  and
      Han, Xiaotian  and
      Chaudhary, Vipin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1314/",
    pages = "26393--26420",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-personaagent,
    title = "{P}ersona{A}gent: Bridging Memory and Action for Personalized {LLM} Agents",
    author = "Zhang, Weizhi  and
      Zhang, Xinyang  and
      Zhang, Chenwei  and
      Yang, Liangwei  and
      Shang, Jingbo  and
      Wei, Zhepei  and
      Zou, Henry Peng  and
      Huang, Zijie  and
      Wang, Zhengyang  and
      Gao, Yifan  and
      Pan, Xiaoman  and
      Xiong, Lian  and
      Liu, Jingguo  and
      Yu, Philip S.  and
      Li, Xian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1315/",
    pages = "26421--26439",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{harry-etal-2026-beyond,
    title = "Beyond Fixed Psychological Personas: State Beats Trait, but Language Models are State-Blind",
    author = "Harry, Tamunotonye  and
      Ngong, Ivoline C.  and
      Nweke, Chima  and
      Feng, Yuanyuan  and
      Near, Joseph",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1316/",
    pages = "26440--26468",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{bhatia-etal-2026-rag,
    title = "From {RAG} to Agentic {RAG} for Faithful Islamic Question Answering",
    author = "Bhatia, Gagan  and
      Mubarak, Hamdy  and
      Jarrar, Mustafa  and
      Mikros, George  and
      Zaraket, Fadi  and
      Alhirthani, Mahmoud  and
      al-Khatib, Mutaz  and
      Cochrane, Logan  and
      Darwish, Kareem Mohamed  and
      Yahiaoui, Rashid  and
      Alam, Firoj",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1317/",
    pages = "26469--26488",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ottoborgo-etal-2026-losses,
    title = "Losses that Cook: Topological Optimal Transport for Structured Recipe Generation",
    author = "Ottoborgo, Mattia  and
      Cambrin, Daniele Rege  and
      Garza, Paolo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1318/",
    pages = "26489--26500",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sastre-ros-a-2026-concept,
    title = "Concept Tokens: Learning Behavioral Embeddings Through Concept Definitions",
    author = "Sastre, Ignacio  and
      Ros{\textbackslash}'a, Aiala",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1319/",
    pages = "26501--26518",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gulhane-indurthi-2026-beyond,
    title = "Beyond Monolithic Rewards: Hybrid Multi-Aspect Reward Optimization",
    author = "Gulhane, Radha  and
      Indurthi, Sathish Reddy",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1320/",
    pages = "26519--26533",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{park-etal-2026-vauq,
    title = "{VAUQ}: Vision-Aware Uncertainty Quantification for {LVLM} Self-Evaluation",
    author = "Park, Seongheon  and
      Oh, Changdae  and
      Choi, Hyeong Kyu  and
      Du, Sean  and
      Li, Sharon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1321/",
    pages = "26534--26550",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{rahamim-etal-2026-will,
    title = "Will it Merge? On The Causes of Model Mergeability",
    author = "Rahamim, Adir  and
      Yehudai, Asaf  and
      Carmeli, Boaz  and
      Choshen, Leshem  and
      Mass, Yosi  and
      Belinkov, Yonatan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1322/",
    pages = "26551--26570",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{pothugunta-lalor-2026-carefully,
    title = "Carefully Considering Culture: Analyzing {LLM} Alignment in Single- and Multi-Cultural Settings using Cultural Consensus Theory",
    author = "Pothugunta, Krishna  and
      Lalor, John P.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1323/",
    pages = "26571--26582",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-parallel,
    title = "Parallel-{SFT}: Improving Zero-Shot Cross-Programming-Language Transfer for Code {RL}",
    author = "Wu, Zhaofeng  and
      Wang, Shiqi  and
      Peng, Boya  and
      Goyal, Anuj Kumar  and
      Kambadur, Melanie  and
      Ruder, Sebastian  and
      Kim, Yoon  and
      Bi, Chloe",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1324/",
    pages = "26583--26598",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-distorted,
    title = "Distorted or Fabricated? A Survey on Hallucination in Video {LLM}s",
    author = "Huang, Yiyang  and
      Zhang, Yitian  and
      Wang, Yizhou  and
      Zhang, Mingyuan  and
      Shi, Liang  and
      Zeng, Huimin  and
      Fu, Yun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1325/",
    pages = "26599--26611",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lara-etal-2026-generative,
    title = "Generative Floor Plan Design with {LLM}s via Reinforcement Learning with Verifiable Rewards",
    author = "Lara, Luis  and
      Milios, Aristides  and
      Luo, ZhiHao  and
      Sharma, Aditya  and
      Luo, Ge Ya  and
      Beckham, Christopher  and
      Golemo, Florian  and
      Pal, Christopher",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1326/",
    pages = "26612--26627",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{christian-2026-creating,
    title = "Creating Grammar Teaching Material for Endangered Languages with Hybrid Grammar Induction",
    author = "Christian, Sebastien",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1327/",
    pages = "26628--26643",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{servantez-etal-2026-openexempt,
    title = "{O}pen{E}xempt: A Diagnostic Benchmark for Legal Reasoning and a Framework for Creating Custom Benchmarks on Demand",
    author = "Servantez, Sergio  and
      Lawsky, Sarah B.  and
      Jain, Rajiv  and
      Jr., Daniel W. Linna  and
      Hammond, Kristian J",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1328/",
    pages = "26644--26669",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{rafiuddin-abdullah-2026-context,
    title = "Context-Conditioned Masked {L}o{RA}: Dynamic Rank Routing for Compute-Efficient Parameter-Efficient Fine-Tuning",
    author = "Rafiuddin, Rifat  and
      Abdullah, Rafae",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1329/",
    pages = "26670--26689",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yehudai-etal-2026-survey,
    title = "A Survey on Evaluation of {LLM}-based Agents",
    author = "Yehudai, Asaf  and
      Eden, Lilach  and
      Li, Alan  and
      Uziel, Guy  and
      Zhao, Yilun  and
      Bar-Haim, Roy  and
      Cohan, Arman  and
      Shmueli-Scheuer, Michal",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1330/",
    pages = "26690--26714",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{bortoletto-etal-2026-protom,
    title = "{P}ro{T}o{M}: Promoting Prosocial Behaviour via Theory of Mind-Informed Feedback",
    author = "Bortoletto, Matteo  and
      Zhou, Yichao  and
      Ying, Lance  and
      Shu, Tianmin  and
      Bulling, Andreas",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1331/",
    pages = "26715--26734",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{razumenko-etal-2026-judgemenot,
    title = "{J}udge{M}e{N}ot: Personalizing Large Language Models to Emulate Judicial Reasoning in {H}ebrew",
    author = "Razumenko, Itay  and
      Sturm, Arnon  and
      Grinberg, Nir",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1332/",
    pages = "26735--26753",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-stabilizing,
    title = "Stabilizing Efficient Reasoning with Step-Level Advantage Selection",
    author = "Wang, Han  and
      Yu, Xiaodong  and
      Wu, Jialian  and
      Liu, Jiang  and
      Sun, Ximeng  and
      Bansal, Mohit  and
      Liu, Zicheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1333/",
    pages = "26754--26765",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{moghaddam-etal-2026-reprompt,
    title = "{R}e{P}romp{T}: Recurrent Prompt Tuning for Integrating Structured {EHR} Encoders with Large Language Models",
    author = "Moghaddam, Arya Hadizadeh  and
      Ross, Drew  and
      Kerdabadi, Mohsen Nayebi  and
      Wang, Dongjie  and
      Yao, Zijun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1334/",
    pages = "26766--26778",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{schlesinger-etal-2026-claro,
    title = "{CLARO}: Controlled Attribute-Driven Reasoning Optimization for Efficient Chain-of-Thought",
    author = "Schlesinger, Oded  and
      Kim, Young Kyung  and
      Di Martino, J. Matias  and
      Sapiro, Guillermo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1335/",
    pages = "26779--26799",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liang-etal-2026-hidden,
    title = "Hidden States as Early Signals: Step-level Trace Evaluation and Pruning for Efficient Test-Time Scaling",
    author = "Liang, Zhixiang  and
      Huang, Beichen  and
      Wang, Zheng  and
      Zhang, Minjia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1336/",
    pages = "26800--26813",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{uddin-etal-2026-recall,
    title = "From Recall to Forgetting: Benchmarking Long-Term Memory for Personalized Agents",
    author = "Uddin, Md Nayem  and
      Shubham, Kumar  and
      Blanco, Eduardo  and
      Baral, Chitta  and
      Wang, Gengyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1337/",
    pages = "26814--26841",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-towards-inference,
    title = "Towards Inference-time Scaling for Continuous Space Reasoning",
    author = "Wang, Minghan  and
      Vu, Thuy-Trang  and
      Shareghi, Ehsan  and
      Haffari, Gholamreza",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1338/",
    pages = "26842--26856",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-synthfix,
    title = "{S}ynth{F}ix: Adaptive Neuro-Symbolic Code Vulnerability Repair",
    author = "Zhang, Yifan  and
      Li, Jieyu  and
      Pei, Kexin  and
      Huang, Yu  and
      Leach, Kevin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1339/",
    pages = "26857--26870",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cohen-etal-2026-imperfectly,
    title = "Imperfectly Cooperative Human-{AI} Interactions: Comparing the Impacts of Human and {AI} Attributes in Simulated and User Studies",
    author = "Cohen, Myke C.  and
      Zheng, Mingqian  and
      Bhandari, Neel  and
      Kao, Hsien-Te  and
      Zhou, Xuhui  and
      Nguyen, Daniel  and
      Cassani, Laura  and
      Sap, Maarten  and
      Volkova, Svitlana",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1340/",
    pages = "26871--26901",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-chemm,
    title = "{C}he{MM}-R1: Enhancing Chemical Structure Recognition and Elucidation with Reasoning Multimodal Large Language Models",
    author = "Huang, Liting  and
      Zhang, Zhihao  and
      Wang, Shoujin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1341/",
    pages = "26902--26921",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hong-etal-2026-agree,
    title = "Agree, Disagree, Explain: Decomposing Human Label Variation in {NLI} through the Lens of Explanations",
    author = "Hong, Pingjun  and
      Chen, Beiduo  and
      Peng, Siyao  and
      de Marneffe, Marie-Catherine  and
      Roth, Benjamin  and
      Plank, Barbara",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1342/",
    pages = "26922--26934",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{manvattira-etal-2026-deepspecs,
    title = "{D}eep{S}pecs: Expert-Level Question Answering in 5{G}",
    author = "Manvattira, Aman Ganapathy  and
      Xu, Yifei  and
      Dang, Ziyue  and
      Lu, Songwu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1343/",
    pages = "26935--26953",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhu-etal-2026-policy,
    title = "On-Policy Self-Distillation for Efficient Diffusion Language Models with Early-Stage Calibration",
    author = "Zhu, Huaisheng  and
      Liu, MingYu  and
      Liu, Junze  and
      Ge, Zhen  and
      Wang, Tian  and
      Gesi, Jiri  and
      Wang, Dakuo  and
      Zhang, Weiqi  and
      Zhang, Houyu  and
      Guo, Yufan  and
      Li, Xian  and
      Yin, Bing  and
      Sanghavi, Sujay",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1344/",
    pages = "26954--26965",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yao-etal-2026-arctic,
    title = "Arctic-{T}ext2{SQL}-R1: Simple Rewards, Strong Reasoning in Text-to-{SQL}",
    author = "Yao, Zhewei  and
      Sun, Guoheng  and
      Borchmann, {\{}{\textbackslash}L{\}}ukasz  and
      Shen, Zheyu  and
      Deng, Minghang  and
      Zhai, Bohan  and
      Zhang, Hao  and
      Li, Ang  and
      He, Yuxiong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1345/",
    pages = "26966--26995",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{saim-jiang-2026-emotions,
    title = "Do Emotions Influence Moral Judgment in Large Language Models?",
    author = "Saim, Mohammad  and
      Jiang, Tianyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1346/",
    pages = "26996--27013",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xiang-etal-2026-rshield,
    title = "{RS}hield: A User-level Traceable Backdoor Watermark for {LLM}s in Embedding-as-a-Service",
    author = "Xiang, Lingyun  and
      Zhong, Yufan  and
      Ou, Chengfu  and
      Xia, Zhihua  and
      Yang, Chunfang  and
      Zeng, Daojian  and
      Fu, Zhangjie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1347/",
    pages = "27014--27028",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{khan-etal-2026-adaptive,
    title = "The Adaptive Interrogator: Detecting Trojan {LLM}s in Multi-Agent Systems via Evolved Conversational Strategies",
    author = "Khan, Rana Muhammad Shahroz  and
      Zhang, Ruichen  and
      Tan, Zhen  and
      Fleming, Charles  and
      Chen, Tianlong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1348/",
    pages = "27029--27044",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tang-zhao-2026-smartad,
    title = "{S}mart{AD}: Capacity-Aligned Agent Distillation for Small Language Models",
    author = "Tang, Guokai  and
      Zhao, Feng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1349/",
    pages = "27045--27057",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{baek-etal-2026-trm,
    title = "{TRM}-Planner: Offline Target Planning and Distillation for Tiny Recursive Models",
    author = "Baek, Euijin  and
      Babiker, Housam  and
      Kim, Mi-Young  and
      Goebel, Randy",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1350/",
    pages = "27058--27070",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jinji-etal-2026-maple,
    title = "{MAPLE}: Multi-Aspect Panels of {LLM} Evaluators for Open-Ended Questions",
    author = "Jinji, Michinori  and
      Atarashi, Kyohei  and
      Takeuchi, Koh  and
      Kashima, Hisashi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1351/",
    pages = "27071--27088",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{park-etal-2026-march,
    title = "{MARCH}: Evaluating the Intersection of Ambiguity Interpretation and Multi-hop Inference",
    author = "Park, Jeonghyun  and
      Baek, Ingeol  and
      Yoon, Seunghyun  and
      Jang, Haeun  and
      Garimella, Aparna  and
      Jain, Akriti  and
      Lipka, Nedim  and
      Lee, Hwanhee",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1352/",
    pages = "27089--27115",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{park-etal-2026-enhancing,
    title = "Enhancing Multilingual {RAG} Systems with Debiased Language Preference-Guided Query Fusion",
    author = "Park, Jeonghyun  and
      Kim, Byeongjeong  and
      Hwang, Seojin  and
      Lee, Hwanhee",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1353/",
    pages = "27116--27136",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{singh-etal-2026-mt,
    title = "{MT}-{OSC}: Path for {LLM}s that Get Lost in Multi-Turn Conversation",
    author = "Singh, Jyotika  and
      Tu, Fang  and
      Ballesteros, Miguel  and
      Sun, Weiyi  and
      Ghoshal, Sandip  and
      Yuan, Michelle  and
      Benajiba, Yassine  and
      Ravi, Sujith  and
      Roth, Dan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1354/",
    pages = "27137--27160",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{park-etal-2026-soft,
    title = "Soft Head Selection for Injecting {ICL}-Derived Task Embeddings",
    author = "Park, Jungwon  and
      Kim, Jimyeong  and
      Choi, Changin  and
      Rhee, Wonjong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1355/",
    pages = "27161--27214",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lee-etal-2026-coral,
    title = "{CORAL}: Adaptive Retrieval Loop for Culturally-Aligned Multilingual {RAG}",
    author = "Lee, Nayeon  and
      Song, Jiwoo  and
      Kang, Byeongcheol",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1356/",
    pages = "27215--27237",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{luo-etal-2026-safety,
    title = "Safety Guardrails of Large Language Models Are Vulnerable to Value-Driven Adversarial Prompting",
    author = "Luo, Xiaohao  and
      Wei, Ying  and
      Li, Zhijun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1357/",
    pages = "27238--27255",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{haque-etal-2026-fair,
    title = "Fair {RAG}: End-to-End Fairness Across Retrieval and Generation",
    author = "Haque, Farsheed  and
      Fu, Zhe  and
      Aditya, Ramit  and
      Xu, Depeng  and
      Niu, Xi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1358/",
    pages = "27256--27270",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-mancc,
    title = "{M}an{CC}: A Task-Anchored Benchmark for {M}anchu{--}Classical {C}hinese Cross-Lingual Modeling",
    author = "Wang, Meiqi  and
      Sun, Xiaoxin  and
      Wang, Dongjie  and
      Yu, Ruixin  and
      Heng, Xiantao  and
      Wang, Shuo  and
      Huang, Zhen  and
      Zhao, Peng  and
      Wang, Suhua  and
      Yin, Minghao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1359/",
    pages = "27271--27292",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-dynamic,
    title = "Dynamic Graph Navigation via Triplet Chains for Structure-Aware Retrieval-Augmented Generation",
    author = "Zhao, Feng  and
      Wu, Yufei  and
      Liu, Xianggan  and
      Zhao, Ruilin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1360/",
    pages = "27293--27303",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jung-etal-2026-style,
    title = "Style over Story: Measuring {LLM} Narrative Preferences via Structured Selection",
    author = "Jung, Donghoon  and
      Choi, Jiwoo  and
      Chae, Songeun  and
      Jung, Seohyon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1361/",
    pages = "27304--27331",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-etal-2026-visual-interference,
    title = "Visual Interference in Speech Evaluation: Cultural Asymmetry and Cross-Modal Bias in {MLLM}s",
    author = "Kim, Kyusik  and
      Yoo, Hyunwoo  and
      Choi, Jaehoon  and
      Rosen, Gail  and
      Suh, Bongwon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1362/",
    pages = "27332--27358",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-draddp,
    title = "{D}ra{DDP}: A Multimodal Multi-Party Dialogue Discourse Parsing Dataset",
    author = "Liu, Shannan  and
      Li, Peifeng  and
      Fan, Yaxin  and
      Zhu, Qiaoming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1363/",
    pages = "27359--27373",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-table,
    title = "Table-R1: Region-based Reinforcement Learning for Table Understanding",
    author = "Wu, Zhenhe  and
      Yang, Jian  and
      He, Zhongjiang  and
      Pan, Changzai  and
      Liu, Jiaheng  and
      Wu, Xianjie  and
      Zhao, Yu  and
      Song, Shuangyong  and
      Li, Yongxiang  and
      Li, Zhoujun  and
      Li, Xuelong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1364/",
    pages = "27374--27391",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xie-etal-2026-arm2,
    title = "{ARM}2: Adaptive Reasoning Model with Vision Understanding and Executable Code",
    author = "Xie, Jian  and
      Chu, Zhendong  and
      Zhong, Aoxiao  and
      Zhang, Kai  and
      Han, Mingzhe  and
      Fan, Xing  and
      Shen, Jialie  and
      Wen, Qingsong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1365/",
    pages = "27392--27405",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-framework,
    title = "A Framework of Reflective Agents with Adaptive Collaboration for Attributed Summary Generation",
    author = "Chen, Yu  and
      Chen, Peng  and
      Zheng, Ziwei  and
      Wang, Bang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1366/",
    pages = "27406--27425",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{atuhurra-etal-2026-vlures,
    title = "{VLUR}es: Benchmarking Long-Text Grounding and Cross-Lingual Robustness in Vision Language Models",
    author = "Atuhurra, Jesse  and
      Ali, Iqra  and
      Iwakura, Tomoya  and
      Kamigaito, Hidetaka  and
      Hiraoka, Tatsuya",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1367/",
    pages = "27426--27481",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-trustworthy,
    title = "Trustworthy and Explainable Causal Representation Learning in Transformers",
    author = "Liu, Yang  and
      Zhang, Yinghao  and
      Liu, Lin  and
      Li, Jiuyong  and
      Cheng, Debo  and
      Feng, Zaiwen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1368/",
    pages = "27482--27501",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cho-etal-2026-affectron,
    title = "Affectron: Emotional Speech Synthesis with Affective and Contextually Aligned Nonverbal Vocalizations",
    author = "Cho, Deok-Hyeon  and
      Oh, Hyung-Seok  and
      Kim, Seung-Bin  and
      Lee, Seong-Whan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1369/",
    pages = "27502--27525",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hu-etal-2026-reasoning,
    title = "Reasoning-Guided Exploration for Online {DPO}",
    author = "Hu, Zetian  and
      Liu, Shunyu  and
      Lin, Ting-En  and
      Huang, Fei  and
      Li, Yongbin  and
      Tao, Dacheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1370/",
    pages = "27526--27542",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jha-kim-2026-capa,
    title = "{CAPA}: Contribution-Aware Pruning and {FFN} Approximation for Efficient Large Vision-Language Models",
    author = "Jha, Samyak  and
      Kim, Junho",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1371/",
    pages = "27543--27558",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{long-wei-2026-strong,
    title = "Strong Reasoning Isn{'}t Enough: Evaluating Evidence Elicitation in Interactive Diagnosis",
    author = "Long, Zhuohan  and
      Wei, Zhongyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1372/",
    pages = "27559--27575",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-geo,
    title = "{IF}-{GEO}: Conflict-Aware Instruction Fusion for Multi-Query Generative Engine Optimization",
    author = "Zhou, Heyang  and
      Chen, Jiajia  and
      Chen, Xiaolu  and
      Bao, Jie  and
      Chen, Zhen  and
      Liao, Yong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1373/",
    pages = "27576--27590",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jiang-etal-2026-investigating,
    title = "Investigating Human and {LLM}s' Decisions in Unverifiable Environments: A Case Study with {G}it{H}ub Activity Overview",
    author = "Jiang, Zheng  and
      Wang, Wei  and
      Zhang, Gaowei  and
      Feng, Yang  and
      Wang, Yi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1374/",
    pages = "27591--27618",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-plotgen,
    title = "{P}lot{G}en-Bench: Evaluating {VLM}s on Generating Visualization Code from Diverse Plots across Multiple Libraries",
    author = "Zhao, Yi  and
      Yang, Zhen  and
      Duan, Shuaiqi  and
      Yu, Wenmeng  and
      Su, Zhe  and
      Gong, Jibing  and
      Tang, Jie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1375/",
    pages = "27619--27650",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-chronos,
    title = "Chronos: Learning Temporal Dynamics of Reasoning Chains for Test-Time Scaling",
    author = "Zhang, Kai  and
      Liao, Jiayi  and
      Li, Chengpeng  and
      Xie, Ziyuan  and
      Li, Sihang  and
      Wang, Xiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1376/",
    pages = "27651--27664",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-v,
    title = "{V}-{R}o{L}o{RA}: {RLVR}-Driven {M}o{E} Routing for Steerable Pluralistic Alignment",
    author = "Wang, Jing  and
      Wu, Yaomin  and
      Wang, Yinglin  and
      Yang, Yitong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1377/",
    pages = "27665--27682",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-paracook,
    title = "{P}ara{C}ook: On Time-Efficient Planning for Multi-Agent Systems",
    author = "Zhang, Shiqi  and
      Ma, Xinbei  and
      Xu, Yunqing  and
      Cao, Zouying  and
      Lu, Pengrui  and
      Yuan, Haobo  and
      Shen, Tiancheng  and
      Zhang, Zhuosheng  and
      Zhao, Hai  and
      Yang, Ming-Hsuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1378/",
    pages = "27683--27701",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sarwar-etal-2026-multimodal,
    title = "Multimodal Unlearning Across Vision, Language, Video, and Audio: Survey of Methods, Datasets, and Benchmarks",
    author = "Sarwar, Nobin  and
      Dipta, Shubhashis Roy  and
      Liu, Zheyuan  and
      Patil, Vaidehi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1379/",
    pages = "27702--27730",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ma-okazaki-2026-interpretability,
    title = "From Interpretability to Performance: Optimizing Retrieval Heads for Long-Context Language Models",
    author = "Ma, Youmi  and
      Okazaki, Naoaki",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1380/",
    pages = "27731--27747",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-bridging,
    title = "Bridging the Temporal Gap in Multimodal {LLM}s: Deeply Stacking Temporal Tokens for Audio-Visual Speech Recognition",
    author = "Wang, Liyong  and
      Xing, Junliang  and
      Hu, Tianyu  and
      Jiang, Jianfei  and
      Zhao, Jihuai  and
      Ma, Huimin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1381/",
    pages = "27748--27759",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lee-etal-2026-mhsafeeval,
    title = "{MHS}afe{E}val: Role-Aware Interaction-Level Evaluation of Mental Health Safety in Large Language Models",
    author = "Lee, Suhyun  and
      Achananuparp, Palakorn  and
      Yadav, Neemesh  and
      Lim, Ee-Peng  and
      Deng, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1382/",
    pages = "27760--27793",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{luo-etal-2026-enabling,
    title = "Enabling Stroke-Level Structural Analysis of Hieroglyphic Scripts without Language-Specific Priors",
    author = "Luo, Fuwen  and
      Wan, Zihao  and
      Wang, Ziyue  and
      Liu, Yaluo  and
      Xu, Pau Tong Lin  and
      Qiao, Xuanjia  and
      Wang, Xiaolong  and
      Li, Peng  and
      Liu, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1383/",
    pages = "27794--27810",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{he-etal-2026-codepromptzip,
    title = "{CODEPROMPTZIP}: Code-specific Prompt Compression for Retrieval-Augmented Generation in Coding Tasks with {LM}s",
    author = "He, Pengfei  and
      Wang, Shaowei  and
      Chen, Tse-Hsun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1384/",
    pages = "27811--27825",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hu-etal-2026-detecting,
    title = "Detecting Hallucinations in Retrieval-Augmented Generation via Semantic-level Internal Reasoning Graph",
    author = "Hu, Jianpeng  and
      Li, Yanzeng  and
      Zhong, Jialun  and
      Zou, Lei  and
      Qi, Wenfa",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1385/",
    pages = "27826--27841",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-meashalu,
    title = "{M}eas{H}alu: Mitigation of Scientific Measurement Hallucinations for Large Language Models with Enhanced Reasoning",
    author = "Huang, Ruijun  and
      Kang, Zhiqiao  and
      Zhu, Yuxuan  and
      Li, Junxiong  and
      Zhao, Jiahao  and
      Tan, Minghuan  and
      Jiang, Feng  and
      Yang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1386/",
    pages = "27842--27859",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gan-etal-2026-craftqa,
    title = "{CRAFTQA}: A Code-Driven Adaptive Framework for Complex Structured Data Reasoning",
    author = "Gan, Chengtao  and
      Liu, Zhiqiang  and
      Jin, Long  and
      Zhu, Yushan  and
      Liang, Lei  and
      Zhang, Wen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1387/",
    pages = "27860--27876",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jiang-etal-2026-emtir,
    title = "{EMTIR}-{GRPO}: Efficient Multi-Tool Augmented Large Language Models via Reinforcement Learning",
    author = "Jiang, Shixin  and
      Zhu, Zhihao  and
      Liang, Jiafeng  and
      Wu, Yang  and
      Liu, Ming  and
      Qin, Bing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1388/",
    pages = "27877--27894",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-multi-persona,
    title = "Multi-Persona Thinking for Bias Mitigation in Large Language Models",
    author = "Chen, Yuxing  and
      Luo, Guoqing  and
      Wu, Zijun  and
      Mou, Lili",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1389/",
    pages = "27895--27909",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wan-etal-2026-lco,
    title = "{LCO}: {LLM}-based Constraint Optimization for Safer Agentic {LLM}s in Real-world Tasks",
    author = "Wan, Jiayong  and
      Chen, Jiawei  and
      Yin, Zhaoxia  and
      Shuyuan, Liu  and
      Su, Hang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1390/",
    pages = "27910--27934",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-medkinstruct,
    title = "{M}ed{KI}nstruct: A Multimodal Knowledge Graph Based Framework for Multi-Hop and Hard-Negative Instruction Data Synthesis in {M}ed{VQA}",
    author = "Wu, Yinan  and
      Jin, Jihang  and
      Bao, Xuhao  and
      Zhang, Weiyan  and
      Yan, Hanjing  and
      Ruan, Tong  and
      Wang, ChunMing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1391/",
    pages = "27935--27947",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-geometryzero,
    title = "{G}eometry{Z}ero: Advancing Geometry Solving via Group Contrastive Policy Optimization",
    author = "Wang, Yikun  and
      Wang, Yibin  and
      Wang, Dianyi  and
      Peng, Zimian  and
      Guo, Qipeng  and
      Tao, Dacheng  and
      Wang, Jiaqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1392/",
    pages = "27948--27963",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{doan-etal-2026-collabcoder,
    title = "{C}ollab{C}oder: Plan-Code Co-Evolution via Collaborative Decision-Making for Efficient Code Generation",
    author = "Doan, Duy Tung  and
      Phung, Quang Huy  and
      Nguyen, Dzung  and
      Bui, Khac-Hoai Nam",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1393/",
    pages = "27964--27985",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{meng-etal-2026-beyond,
    title = "Beyond the Safety Tax: Mitigating Unsafe Text-to-Image Generation via External Safety Rectification",
    author = "Meng, Xiangtao  and
      Dong, Yingkai  and
      Yu, Ning  and
      Wang, Li  and
      Li, Zheng  and
      Guo, Shanqing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1394/",
    pages = "27986--27998",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-wenetspeech,
    title = "{W}enet{S}peech-{W}u: Datasets, Benchmarks, and Models for a Unified {C}hinese {W}u Dialect Speech Processing Ecosystem",
    author = "Wang, Chengyou  and
      Shao, Mingchen  and
      Hu, Jingbin  and
      Zhu, Zeyu  and
      Xue, Hongfei  and
      Mu, Bingshen  and
      Xu, Xin  and
      Duan, Xingyi  and
      Zhang, Binbin  and
      Pengcheng, Zhu  and
      Ding, Chuang  and
      Zhang, Xiaojun  and
      Bu, Hui  and
      Xie, Lei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1395/",
    pages = "27999--28011",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cui-etal-2026-reageo,
    title = "{R}ea{G}eo: Reasoning-Enhanced End-to-End Geocoding with {LLM}s",
    author = "Cui, Jian  and
      Ren, Zhiyuan  and
      Weng, Desheng  and
      Zhao, Yongqi  and
      Wenbin, Gong  and
      Lei, Yu  and
      Dong, Zhenning",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1396/",
    pages = "28012--28023",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-evireport,
    title = "{E}vi{R}eport: From Reasoned Outlines to Evidence Tracked Long-Form Reports",
    author = "Liu, Zihan  and
      li, Jianhui  and
      Wang, Zexin  and
      Sun, Fei  and
      LI, Jingjing  and
      Li, Zheyuan  and
      Xiang, Ke  and
      Cui, Hang  and
      Gong, Houhua  and
      Pei, Changhua  and
      Xie, Gaogang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1397/",
    pages = "28024--28048",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{konishi-etal-2026-preference,
    title = "Preference Estimation via Opponent Modeling in Multi-Agent Negotiation",
    author = "Konishi, Yuta  and
      Yamamoto, Kento  and
      Sonomoto, Eisuke  and
      Takeda, Rikuho  and
      Furukawa, Ryo  and
      Muraki, Yusuke  and
      Shimizu, Takafumi  and
      Fukumura, Kazuma  and
      Kanemoto, Yuya  and
      Ito, Takayuki  and
      Ding, Shiyao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1398/",
    pages = "28049--28058",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sun-etal-2026-autosearch,
    title = "{A}uto{S}earch: Adaptive Search Depth for Efficient Agentic {RAG} via Reinforcement Learning",
    author = "Sun, Jingbo  and
      Chong, Wenyue  and
      Tu, Songjun  and
      Zhang, Qichao  and
      Zhang, Yaocheng  and
      Chai, Jiajun  and
      Wang, Xiaohan  and
      Lin, Wei  and
      Yin, Guojun  and
      Zhao, Dongbin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1399/",
    pages = "28059--28079",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jin-etal-2026-beneficial,
    title = "Beneficial Reasoning Behaviors in Agentic Search and Effective Training Methods to Obtain Them",
    author = "Jin, Jiahe  and
      Paladugu, Abhijay Sai  and
      Xiong, Chenyan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1400/",
    pages = "28080--28097",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-beyond-prompt,
    title = "Beyond Prompt: Fine-grained Simulation of Cognitively Impaired Standardized Patients via Stochastic Steering",
    author = "Zhang, Weikang  and
      Zhu, Zimo  and
      Yang, Zhichuan  and
      Huang, Chen  and
      Lei, Wenqiang  and
      Ng, See-Kiong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1401/",
    pages = "28098--28131",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-go,
    title = "Where Did It Go Wrong? Capability-Oriented Failure Attribution for Vision-and-Language Navigation Agents",
    author = "Chen, Jianming  and
      Wang, Yawen  and
      Wang, Junjie  and
      Xie, Xiaofei  and
      Li, Shoubin  and
      Wang, Qing  and
      Xu, Fanjiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1402/",
    pages = "28132--28150",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-multifiletest,
    title = "{M}ulti{F}ile{T}est: A Multi-File-Level {LLM} Unit Test Generation Benchmark and Impact of Error Fixing Mechanisms",
    author = "Wang, Yibo  and
      Xia, Congying  and
      Zhao, Wenting  and
      Du, Jiangshu  and
      Miao, Chunyu  and
      Deng, Zhongfen  and
      Yu, Philip S.  and
      Xing, Chen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1403/",
    pages = "28151--28172",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shi-etal-2026-samora,
    title = "{SAM}o{RA}: Semantic-Aware Mixture of {L}o{RA} Experts for Task-Adaptive Learning",
    author = "Shi, Boyan  and
      Chen, Wei  and
      Zhao, Shuyuan  and
      Shen, Junfeng  and
      Guo, Shengnan  and
      Wang, Shaojiang  and
      Wan, Huaiyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1404/",
    pages = "28173--28188",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-dualalign,
    title = "{D}ual{A}lign: Generating Clinically Grounded Synthetic Data",
    author = "Li, Rumeng  and
      XWang  and
      yu, Hong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1405/",
    pages = "28189--28208",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-breaking,
    title = "Breaking the Evaluation Paradox: Evaluating High-Entropy Search with Computationally Irreducible Constraints",
    author = "Wu, Juntao  and
      Wen, Wei  and
      Huang, Xianting  and
      Pang, Shuai  and
      Qiao, Ruizhi  and
      Sun, Xing  and
      Wang, Ke",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1406/",
    pages = "28209--28218",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-cot,
    title = "{C}o{T}-Edit: Reinforcement Learning of Chain-of-Thought Reasoning for Code Edit Suggestion",
    author = "Chen, Wuya  and
      Yang, Yihao  and
      Lin, Yue",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1407/",
    pages = "28219--28234",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{van-etal-2026-memorai,
    title = "{M}em{ORAI}: Memory Organization and Retrieval via Adaptive Graph Intelligence for {LLM} Conversational Agents",
    author = "Van, Hung Pham  and
      Hieu, Nguyen Manh  and
      Tuan, Khang Pham Tran  and
      Hai, Nam Le  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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1408/",
    pages = "28235--28253",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-mdc,
    title = "{MDC}-Bench: A Multidisciplinary Causal Benchmark Based on Causal Structures for Evaluating Large Language Models",
    author = "Wang, Peng  and
      Yan, Yuxiong  and
      Ding, Xiao  and
      Xiong, Kai  and
      Cai, Bibo  and
      Peng, Chao  and
      Hou, Yutai  and
      Tu, Dandan  and
      Qin, Bing  and
      Liu, Ting",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1409/",
    pages = "28254--28297",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yu-etal-2026-mathagent,
    title = "{M}ath{A}gent: Adversarial Evolution of Constraint Graphs for Mathematical Reasoning Data Synthesis",
    author = "Yu, Zixiong  and
      Rao, Jun  and
      Chen, Guhan  and
      Tian, Songtao  and
      Li, Bohan  and
      Wei, Jiansheng  and
      Zhang, Min  and
      Meng, Xiaojun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1410/",
    pages = "28298--28321",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ginn-etal-2026-neural,
    title = "Neural Induction of Finite-State Transducers",
    author = "Ginn, Michael  and
      Palmer, Alexis  and
      Hulden, Mans",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1411/",
    pages = "28322--28336",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{rao-etal-2026-dynamic,
    title = "Dynamic Sampling that Adapts: Self-Aware Iterative Data Persistent Optimization for Mathematical Reasoning",
    author = "Rao, Jun  and
      Liu, Xuebo  and
      Deng, Hexuan  and
      Lin, Zepeng  and
      Yu, Zixiong  and
      Wei, Jiansheng  and
      Meng, Xiaojun  and
      Zhang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1412/",
    pages = "28337--28350",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-forge,
    title = "Forge: Quality-Aware Reinforcement Learning for {NP}-Hard Optimization in {LLM}s",
    author = "Li, Xiaozhe  and
      Fang, Xinyu  and
      Ding, Shengyuan  and
      Li, Yang  and
      Li, Linyang  and
      Duan, Haodong  and
      Liu, Qingwen  and
      Chen, Kai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1413/",
    pages = "28351--28368",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-datasets,
    title = "Datasets for Scientific Literature Understanding: A Survey",
    author = "Zhang, Yuanzhe  and
      Zhao, Xun  and
      Hu, Maodi  and
      Sun, Xi  and
      Song, Donghuan  and
      Zhang, Zhixiong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1414/",
    pages = "28369--28389",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kumar-etal-2026-odasim,
    title = "{ODAS}im: Ordered, Distinctive and Absolute Semantic Similarity for Code Explanation Evaluation",
    author = "Kumar, Prince  and
      Munigala, Vitobha  and
      Sen, Jaydeep  and
      Mittal, Ashish  and
      Kumar, Vishwajeet  and
      Tamilselvam, Srikanth G.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1415/",
    pages = "28390--28403",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{abootorabi-etal-2026-almieyar,
    title = "Almieyar-Oryx-{B}loom{B}ench: A Bilingual Multimodal Benchmark for Cognitively Informed Evaluation of Vision-Language Models",
    author = "Abootorabi, Mohammad Mahdi  and
      Ghahroodi, Omid  and
      Madkoor, Anas  and
      Nouri, Marzia  and
      Dastgheib, Doratossadat  and
      Asgari, Ehsaneddin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1416/",
    pages = "28404--28436",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-opt,
    title = "{OPT}-{BENCH}: Evaluating the Iterative Self-Optimization of {LLM} Agents in Large-Scale Search Spaces",
    author = "Li, Xiaozhe  and
      Chen, Jixuan  and
      Fang, Xinyu  and
      Ding, Shengyuan  and
      Duan, Haodong  and
      Liu, Qingwen  and
      Chen, Kai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1417/",
    pages = "28437--28452",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-vocabtailor,
    title = "{V}ocab{T}ailor: Dynamic Vocabulary Selection for Downstream Tasks in Small Language Models",
    author = "Zhang, Hanling  and
      Zhou, Yayu  and
      Fang, Tongcheng  and
      Yuan, Zhihang  and
      Dai, Guohao  and
      Ouyang, Wanli  and
      Wang, Yu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1418/",
    pages = "28453--28471",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{bang-etal-2026-feedback,
    title = "Feedback Adaptation for Retrieval-Augmented Generation",
    author = "Bang, Jihwan  and
      Yang, Seunghan  and
      Shim, Kyuhong  and
      Chang, Simyung  and
      Lee, Juntae  and
      Choi, Sungha",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1419/",
    pages = "28472--28485",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-zhang-2026-implicit,
    title = "From Implicit to Explicit: Token-Efficient Logical Supervision for Mathematical Reasoning in {LLM}s",
    author = "Wang, Shaojie  and
      Zhang, Liang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1420/",
    pages = "28486--28500",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-zhu-2026-backdoors,
    title = "When Backdoors Go Beyond Triggers: Semantic Drift in Diffusion Models Under Encoder Attacks",
    author = "Chen, Shenyang  and
      Zhu, Liuwan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1421/",
    pages = "28501--28517",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-bae-2026-reducing,
    title = "Reducing Peak Memory Usage for Modern Multimodal Large Language Model Pipelines",
    author = "Kim, Junwan  and
      Bae, Hyunkyung",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1422/",
    pages = "28518--28526",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xie-etal-2026-maki,
    title = "{MAKI}: Multi-layer Aligned Knowledge Injection for Structure-aware Knowledge Graph Completion with Large Language Models",
    author = "Xie, Zhiwen  and
      Wang, Xin  and
      Zhou, Guangyou  and
      Wong, Derek F.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1423/",
    pages = "28527--28539",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-domains,
    title = "From Domains to Instances: Dual-Granularity Data Synthesis for {LLM} Unlearning",
    author = "Xu, Xiaoyu  and
      Du, Minxin  and
      LI, Zitong  and
      Liang, Zi  and
      Guo, Zhibiao  and
      Shiyu, Zhang  and
      Hu, Peizhao  and
      Ye, Qingqing  and
      Hu, Haibo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1424/",
    pages = "28540--28556",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{han-etal-2026-errv,
    title = "{ERRV}: Eliciting Efficient Reasoning through Reasoning Vectors for Policy Optimization in Large Language Models",
    author = "Han, Zhuowen  and
      Yang, Lei  and
      Jin, Renren  and
      Shi, Dan  and
      Sun, Chenxi  and
      Xiong, Deyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1425/",
    pages = "28557--28570",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{aljanaideh-ganideh-2026-llm,
    title = "{LLM}-induced Rationales for More Compact Explainable Style Classification Models",
    author = "Aljanaideh, Ahmad  and
      Ganideh, Saeb",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1426/",
    pages = "28571--28577",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-mdteamgpt,
    title = "{MDT}eam{GPT}: Mitigating Context Collapse and Enabling Self-Evolution in Medical Multi-Agent Reasoning",
    author = "Chen, Kai  and
      Li, Xinfeng  and
      Yang, Tianpei  and
      Wang, Hewei  and
      Yang, Guang  and
      Huo, Jing  and
      Gao, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1427/",
    pages = "28578--28606",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ma-etal-2026-tspo,
    title = "{TSPO}: Breaking the Double Homogenization Dilemma in Multi-turn Search Policy Optimization",
    author = "Ma, Shichao  and
      Ma, Zhiyuan  and
      Yang, Ming  and
      Li, Xiaofan  and
      Wu, Xing  and
      Du, Jintao  and
      Cheng, Yu  and
      Wang, Weiqiang  and
      Liu, Qiliang  and
      Zhou, Zhengyang  and
      Wang, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1428/",
    pages = "28607--28623",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{he-etal-2026-towards,
    title = "Towards semantic reliable clinical {QA}: Query pipeline optimization for cancer patient question answering systems",
    author = "He, MaoLin  and
      Gao, Rena Wei  and
      Conway, Mike  and
      Chapman, Brian E.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1429/",
    pages = "28624--28637",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-etal-2026-layernorm,
    title = "{L}ayer{N}orm Induces Recency Bias in Transformer Decoders",
    author = "Kim, Junu  and
      Liu, Xiao  and
      Lin, Zhenghao  and
      Ji, Lei  and
      Gong, Yeyun  and
      Choi, Edward",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1430/",
    pages = "28638--28652",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-scaling-performance,
    title = "Scaling Performance and Low-Resource Annotation with Many-Shot In-Context Learning for Named Entity Recognition",
    author = "Zhang, Qi  and
      Lan, Fangping  and
      Caragea, Cornelia  and
      Latecki, Longin Jan  and
      Dragut, Eduard",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1431/",
    pages = "28653--28673",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hou-etal-2026-phagebench,
    title = "{P}hage{B}ench: Can {LLM}s Understand Raw Bacteriophage Genomes?",
    author = "Hou, Yusen  and
      Long, Weicai  and
      HU, Haitao  and
      su, Houcheng  and
      Feng, Junning  and
      Zhang, Yanlin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1432/",
    pages = "28674--28698",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{naseem-etal-2026-polar,
    title = "{POLAR}: A Benchmark for Multilingual, Multicultural, and Multi-Event Online Polarization",
    author = "Naseem, Usman  and
      Geislinger, Robert  and
      Ren, Juan  and
      Kohail, Sarah  and
      Veliz, Rudy Alexandro Garrido  and
      Sahil, P Sam  and
      Zhang, Yiran  and
      Abdulmumin, Idris  and
      Stranisci, Marco Antonio  and
      Alacam, {\textbackslash}{''}Ozge  and
      Acarturk, Cengiz  and
      Jabr, Aisha  and
      Anwar, Saba  and
      Ayele, Abinew Ali  and
      Frenda, Simona  and
      Cignarella, Alessandra Teresa  and
      Tutubalina, Elena  and
      Rogov, Oleg  and
      Htet, Aung Kyaw  and
      Wang, Xintong  and
      Thapa, Surendrabikram  and
      Rauniyar, Kritesh  and
      Chakraborty, Tanmoy  and
      Zeeshan, MD Arfeen  and
      Kodati, Dheeraj  and
      Keerthi, Satya  and
      Moradizeyveh, Sahar  and
      Alam, Firoj  and
      Hasan, Md Arid  and
      Ahmed, Syed Ishtiaque  and
      Thu, Ye Kyaw  and
      Parida, Shantipriya  and
      Qazi, Ihsan Ayyub  and
      Wanzare, Lilian Diana Awuor  and
      Onyango, Nelson Odhiambo  and
      Siro, Clemencia  and
      Kimani, Jane Wanjiru  and
      Ahmad, Ibrahim Said  and
      Ali, Adem Chanie  and
      Semmann, Martin  and
      Biemann, Chris  and
      Muhammad, Shamsuddeen Hassan  and
      Yimam, Seid Muhie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1433/",
    pages = "28699--28720",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{he-etal-2026-vane,
    title = "{VANE}: Guiding High-Value Exploration in {RLVR} via Outcome-Process Novelty Shaping",
    author = "He, Xu  and
      Guo, Jialiang  and
      Xiong, Fucheng  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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1434/",
    pages = "28721--28739",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-etal-2026-exploring,
    title = "Exploring Coding Spot: Understanding Parametric Contributions to {LLM} Coding Performance",
    author = "Kim, Dongjun  and
      Kim, Minhyuk  and
      Chun, Yongchan  and
      Park, Chanjun  and
      Lim, Heuiseok",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1435/",
    pages = "28740--28746",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-fedgui,
    title = "{F}ed{GUI}: Benchmarking Federated {GUI} Agents across Heterogeneous Platforms, Devices, and Operating Systems",
    author = "Wang, WenHao  and
      Shi, Haoting  and
      Yuan, Mengying  and
      Lin, Yiquan  and
      Tong, Panrong  and
      Zhou, Hanzhang  and
      Liu, Guangyi  and
      Zhao, Pengxiang  and
      Wang, Yue  and
      Chen, Siheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1436/",
    pages = "28747--28767",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-towards-proactive,
    title = "Towards Proactive Information Probing: Customer Service Chatbots Harvesting Value from Conversation",
    author = "Huang, Chen  and
      Jiang, Zitan  and
      Changyi, Zou  and
      Lei, Wenqiang  and
      Ng, See-Kiong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1437/",
    pages = "28768--28792",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yu-etal-2026-benchmarking,
    title = "Benchmarking Vision-Language Models on {C}hinese Ancient Documents: From {OCR} to Knowledge Reasoning",
    author = "Yu, Haiyang  and
      Wu, Yuchuan  and
      Shi, Fan  and
      Lu, Jinghui  and
      Niu, Ke  and
      Ge, Xiaodong  and
      Zhuo, Minghan  and
      Tang, Jingqun  and
      Li, Bin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1438/",
    pages = "28793--28812",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shi-etal-2026-damo,
    title = "{D}a{M}o: Data Mixing Optimizer in Fine-tuning Multimodal {LLM}s for Mobile Phone Agents",
    author = "Shi, Kai  and
      Yang, Jun  and
      Yang, Ni  and
      Pan, Binqiang  and
      Xie, Qingsong  and
      Zhangchao  and
      Yang, Zhenyu  and
      Su, Tianhuang  and
      Lu, Haonan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1439/",
    pages = "28813--28830",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ke-etal-2026-outcome,
    title = "From Outcome to Process: Optimizing {M}o{E} Load Balancing with {MCTS}",
    author = "Ke, Wenjun  and
      Xu, Hengyuan  and
      Shang, Ziyu  and
      He, Yao  and
      Wang, Jiahao  and
      Xu, Zijie  and
      Wang, Peng  and
      Lou, Yuhang  and
      Liu, Jiajun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1440/",
    pages = "28831--28848",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gupta-etal-2026-learning,
    title = "Learning Optimal Message Representations for Agentic Communication",
    author = "Gupta, Shashwat  and
      Bastos, Anson  and
      Das, Mayukh  and
      Ghosh, Supriyo  and
      Natarajan, Nagarajan  and
      Bansal, Chetan  and
      Rajmohan, Saravan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1441/",
    pages = "28849--28879",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-caro,
    title = "{CARO}: Chain-of-Analogy Reasoning Optimization for Robust Content Moderation",
    author = "Wu, Bingzhe  and
      Lu, Haotian  and
      Mou, Yuchen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1442/",
    pages = "28880--28892",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhu-etal-2026-n,
    title = "N-{GRPO}: Embedding-Level Neighbor Mixing for Enhanced Policy Optimization",
    author = "Zhu, Xukun  and
      Yu, Hang  and
      Di, Peng  and
      Zhu, Linchao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1443/",
    pages = "28893--28908",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gan-etal-2026-gft,
    title = "{GFT}: From Imitation to Reward Fine-Tuning with Unbiased Group Advantages and Dynamic Coefficient Rectification",
    author = "Gan, Wangjie  and
      Pan, Miao  and
      Xi, Linbo  and
      Zhang, Wenqi  and
      Chen, Jintao  and
      Yin, Jianwei  and
      Zhang, Xuhong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1444/",
    pages = "28909--28922",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhu-etal-2026-sciimpact,
    title = "{S}ci{I}mpact: A Multi-Dimensional, Multi-Field Benchmark for Scientific Impact Prediction",
    author = "Zhu, Hangxiao  and
      Zhang, Yuyu  and
      Nie, Ping  and
      Zhang, Yu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1445/",
    pages = "28923--28936",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lou-etal-2026-helpers,
    title = "When Helpers Become Hazards: A Benchmark for Analyzing Multimodal {LLM}-Powered Safety in Daily Life",
    author = "Lou, Xinyue  and
      Jinan, Xu  and
      Yin, Jingyi  and
      Wang, Xiaolong  and
      Kang, Zhaolu  and
      Liaoyouwei  and
      Wang, Yixuan  and
      Shi, Xiangyu  and
      Mo, Fengran  and
      Yao, SU  and
      Huang, Kaiyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1446/",
    pages = "28937--28963",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shu-etal-2026-mm,
    title = "{MM}-{S}hift{KV}: Decode-Aware Prefill-Stage {KV} Selection for Multimodal Large Language Models",
    author = "Shu, Jinsong  and
      Wu, Chenyang  and
      Xie, Zhongle  and
      Wang, Baokun  and
      Shou, Lidan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1447/",
    pages = "28964--28982",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ali-etal-2026-measuring,
    title = "Measuring What Matters Beyond Text: Evaluating Multimodal Summaries by Quality, Alignment, and Diversity",
    author = "Ali, Abid  and
      Molla, Diego  and
      Naseem, Usman",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1448/",
    pages = "28983--28996",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{minggad-etal-2026-monculture,
    title = "{M}on{C}ulture-Eval: A Hierarchical Benchmark for Evaluating {M}ongolian Cultural Capabilities of Large Language Models across Scripts and Regions",
    author = "Minggad, Quulgan  and
      Zinan, Xiao  and
      Sun, Yuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1449/",
    pages = "28997--29014",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lou-etal-2026-less,
    title = "Less is More: Knowledge-Aware Compression for Long Legal Judgment Prediction",
    author = "Lou, Fanghao  and
      Wang, Qiqi  and
      Chen, Guanyu  and
      Zhang, Senbo  and
      Zhao, Kaiqi  and
      Liu, Qian  and
      Li, Huijia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1450/",
    pages = "29015--29031",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ali-etal-2026-towards,
    title = "Towards Visually Grounded Multimodal Summarization via Cross-Modal Transformer and Gated Attention",
    author = "Ali, Abid  and
      Molla, Diego  and
      Naseem, Usman",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1451/",
    pages = "29032--29047",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{nadeem-etal-2026-fairness,
    title = "Fairness Evaluation and Inference Level Mitigation in {LLM}s",
    author = "Nadeem, Afrozah  and
      Dras, Mark  and
      Naseem, Usman",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1452/",
    pages = "29048--29065",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-scope,
    title = "{SCOPE}: Preserving Modality-Specific Cues to Mitigate Modality Laziness in Multimodal Learning",
    author = "Yang, Jingfan  and
      Zhang, Rui  and
      Hong, Liang  and
      Yuan, Ke",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1453/",
    pages = "29066--29078",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lin-etal-2026-embedding,
    title = "Embedding-based In-Context Prompt Training for Enhancing {LLM}s as Text Encoders",
    author = "Lin, Ailiang  and
      Li, Zhuoyun  and
      Mao, Keyu  and
      Funakoshi, Kotaro  and
      Okumura, Manabu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1454/",
    pages = "29079--29095",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{taguchi-sproat-2026-creating,
    title = "Creating {C}on{L}angs to Probe the Metalinguistic Grammatical Knowledge of {LLM}s",
    author = "Taguchi, Chihiro  and
      Sproat, Richard",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1455/",
    pages = "29096--29148",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kwon-etal-2026-reasonif,
    title = "{R}eason{IF}: Large Reasoning Models Fail to Follow Instructions During Reasoning",
    author = "Kwon, Yongchan  and
      Zhu, Shang  and
      Bianchi, Federico  and
      Zhou, Kaitlyn  and
      Zou, James",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1456/",
    pages = "29149--29164",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-llm,
    title = "An {LLM}-Embedding Semantic Adaptation Network for Post-level Semantic Drift Evaluation",
    author = "Chen, Ning  and
      Kang, Mingyu  and
      Li, Jie  and
      L{\textbackslash}{''}u, Linyuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1457/",
    pages = "29165--29176",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{macko-kop-al-2026-ceaid,
    title = "{CEAID}: Benchmark of Multilingual Machine-Generated Text Detection Methods for {C}entral {E}uropean Languages",
    author = "Macko, Dominik  and
      Kop{\textbackslash}'al, Jakub",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1458/",
    pages = "29177--29190",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hu-etal-2026-distilling,
    title = "Distilling the Essence, Discarding the Dross: Improving Fairness in Multimodal Large Language Models via Historical Reflection-Guided Prompt Optimization",
    author = "Hu, Juncheng  and
      Yu, Jiming  and
      Song, Rui  and
      Lyu, Kedi  and
      Li, Yingji  and
      Liu, Zheli",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1459/",
    pages = "29191--29211",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{nnamdi-etal-2026-tree,
    title = "Tree-of-Evidence: Efficient ``System 2'' Search for Faithful Multimodal Grounding",
    author = "Nnamdi, Micky C.  and
      Marteau, Benoit Louis  and
      Zhong, Yishan  and
      Tamo, J. Ben  and
      Wang, May Dongmei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1460/",
    pages = "29212--29227",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{su-etal-2026-jailbreaking,
    title = "Jailbreaking Large Language Models with Morality Attacks",
    author = "Su, Ying  and
      Mingen, Zheng  and
      Diao, Weili  and
      Li, Haoran",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1461/",
    pages = "29228--29254",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-expseek,
    title = "{E}xp{S}eek: Self-Triggered Experience Seeking for Web Agents",
    author = "Zhang, Wenyuan  and
      Zhang, Xinghua  and
      Yu, Haiyang  and
      Nie, Shuaiyi  and
      Wu, Bingli  and
      Yue, Juwei  and
      Liu, Tingwen  and
      Li, Yongbin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1462/",
    pages = "29255--29283",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{bhandari-etal-2026-personality,
    title = "Do Personality Traits Interfere? Geometric Limitations of Steering in Large Language Models",
    author = "Bhandari, Pranav  and
      Naseem, Usman  and
      Nasim, Mehwish",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1463/",
    pages = "29284--29293",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-aha,
    title = "{AHA}: Aligning Large Audio-Language Models for Reasoning Hallucinations via Counterfactual Hard Negatives",
    author = "Chen, Yanxi  and
      Zhu, Wenhui  and
      Chen, Xiwen  and
      Wang, Zhipeng  and
      Li, Xin  and
      Qiu, Peijie  and
      Wang, Hao  and
      Dong, Xuanzhao  and
      Xiong, Yujian  and
      Schneider, Anderson  and
      Nevmyvaka, Yuriy  and
      Wang, Yalin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1464/",
    pages = "29294--29306",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-web,
    title = "Web Sitemap Knowledge Can Enhance Autonomous Browsing",
    author = "Zhang, Yuyao  and
      Lu, Hongyu  and
      Jin, Jiajie  and
      Qian, Hongjin  and
      Li, Shiyu  and
      Yang, Zhao  and
      Zhu, Yutao  and
      Wen, Ji-Rong  and
      Dou, Zhicheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1465/",
    pages = "29307--29321",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-coarse,
    title = "Coarse-to-Fine Multimodal Information Selection for Video Speaking Style Recognition with Large Language Models",
    author = "Zhang, Beibei  and
      Lu, Yanan  and
      Fen, Lin  and
      Ren, Tongwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1466/",
    pages = "29322--29337",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{deverna-etal-2026-large,
    title = "Large Language Models Require Curated Context for Reliable Political Fact-Checking{---}{E}ven with Reasoning and Web Search",
    author = "DeVerna, Matthew R.  and
      Yang, Kai-Cheng  and
      Yan, Harry Yaojun  and
      Menczer, Filippo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1467/",
    pages = "29338--29360",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sunil-etal-2026-ireasoner,
    title = "{IREASONER}: Trajectory-Aware Intrinsic Reasoning Supervision for Self-Evolving Large Multimodal Models",
    author = "Sunil, Meghana  and
      Venmathimaran, Manikandarajan  and
      Kavitha, Muthu Subash",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1468/",
    pages = "29361--29372",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{baser-etal-2026-clare,
    title = "{CL}a{RE}-ty Amid Chaos: Quantifying Representational Entanglement to Predict Ripple Effects in {LLM} Editing",
    author = "Baser, Manit  and
      Yildiz, Alperen  and
      Divakaran, Dinil Mon  and
      Gurusamy, Mohan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1469/",
    pages = "29373--29405",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jung-etal-2026-star,
    title = "{STAR}-Teaming: A Strategy-Response Multiplex Network Approach to Automated {LLM} Red Teaming",
    author = "Jung, Min Jae  and
      Lim, YongTaek  and
      Kim, Chaeyun  and
      Kim, Junghwan  and
      Kim, Kihyun  and
      Kim, Minwoo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1470/",
    pages = "29406--29435",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ning-etal-2026-critic,
    title = "Critic Rule Induction: Improving Temporal Knowledge Graph Forecasting with Generator-Critic Language Models",
    author = "Ning, Yingsong  and
      Zhang, Fu  and
      Cheng, Jingwei  and
      Peng, Jiashun  and
      Wang, Xiaoke",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1471/",
    pages = "29436--29448",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hu-etal-2026-context,
    title = "Context-Agent: Dynamic Discourse Trees for Non-Linear Dialogue",
    author = "Hu, Junan  and
      Guo, Shudan  and
      Liu, Wenqi  and
      Yin, Jianhua  and
      Wei, Yinwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1472/",
    pages = "29449--29462",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-llms-really,
    title = "Can {LLM}s Really Judge? A Progressive Argumentation-Mining Framework for Distinguishing Understanding from Aggregation",
    author = "Wang, Fuyu  and
      Li, Jiangtong  and
      Zhu, Kun  and
      Jiang, Changjun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1473/",
    pages = "29463--29482",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-smart,
    title = "{SMART}: Semantic Header Flattening and Pseudo-Code-Style Reasoning for {LLM}-based Complex Table Question Answering",
    author = "Zhang, Yongshuo  and
      Chen, Jixiong  and
      xu, Kaihe  and
      Wei, Wei  and
      Zou, Shihao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1474/",
    pages = "29483--29499",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-conma,
    title = "{C}on{MA} : Confidence-Guided Kernel Sampling with Multi-Stage Aggregation for {LLM} Reasoning",
    author = "Wang, Yinuo  and
      Li, Qingjie  and
      Cui, Wenyao  and
      Li, Qiuchi  and
      Huaping, Zhang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1475/",
    pages = "29500--29518",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kumar-etal-2026-human,
    title = "Human-Centered Supervision for Sentiment Analysis in {T}elugu: A Systematic Inquiry Beyond Accuracy",
    author = "Kumar, Vallabhaneni Raj  and
      S, Ashwin  and
      Manna, Supriya  and
      Sett, Niladri  and
      Harshitha, Cheedella V S N M S Hema  and
      Harshitha, Kurakula  and
      Deepakraj, Basina  and
      Sharma, Anand Kumar  and
      Sarkar, Tanuj  and
      Shakeer, Samanthapudi  and
      Krishna, Bondada Navaneeth",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1476/",
    pages = "29519--29537",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jia-etal-2026-evidence,
    title = "Evidence-Aligned Entity Verification for Hallucination Detection in Retrieval-Augmented Generation",
    author = "Jia, Runsong  and
      Fang, Zhen  and
      Wu, Mengjia  and
      Lu, Jie  and
      Zhang, Yi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1477/",
    pages = "29538--29554",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-personal,
    title = "From Personal to Collective: On the Role of Local and Global Knowledge in {LLM} Personalization",
    author = "Wang, Zehong  and
      Wu, Junlin  and
      Tan, Zhaoxuan  and
      Li, Bolian  and
      Zhong, Xianrui  and
      Liu, Zheli  and
      Zeng, Qingkai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1478/",
    pages = "29555--29569",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-promediate,
    title = "{P}ro{M}ediate: A Simulation Testbed for Evaluating Proactive Mediation in Multi-Party Negotiation",
    author = "Liu, Ziyi  and
      Sarrafzadeh, Bahareh  and
      Zhou, Pei  and
      Yang, Longqi  and
      Zhao, Jieyu  and
      Sharma, Ashish",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1479/",
    pages = "29570--29598",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jian-etal-2026-interacsparql,
    title = "{I}nterac{SPARQL} : An Interactive System for {SPARQL} Query Refinement Using Natural Language Explanations",
    author = "Jian, Xiangru  and
      Dong, Zhengyuan  and
      {\textbackslash}{''}Ozsu, M. Tamer",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1480/",
    pages = "29599--29624",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{he-etal-2026-large,
    title = "Are Large Language Models Reliable Reviewers? A Benchmark for Error Detection in Financial Documents",
    author = "He, Ying  and
      Gu, Zhouhong  and
      Hu, Zhecheng  and
      Zhou, Yubo  and
      Shen, Hao  and
      Liang, Jiaqing  and
      Dai, Zhaoqian  and
      Shuguang, Ma  and
      Yu, Fei  and
      Xiao, Yanghua  and
      Li, Zhixu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1481/",
    pages = "29625--29643",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zheng-etal-2026-training,
    title = "Training-Free Test-Time Contrastive Learning for Large Language Models",
    author = "Zheng, Kaiwen  and
      Zhou, Kai  and
      Hu, Jinwu  and
      Gu, Te  and
      Peng, Mingkai  and
      Liu, Fei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1482/",
    pages = "29644--29676",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cheng-etal-2026-diff,
    title = "To Diff or Not to Diff? Structure-Aware and Adaptive Output Formats for Efficient {LLM}-based Code Editing",
    author = "Cheng, Wei  and
      Cao, Yongchang  and
      Shen, Chen  and
      Li, Binhua  and
      Chen, Jue  and
      Li, Yongbin  and
      Hu, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1483/",
    pages = "29677--29694",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{deng-etal-2026-cogemp,
    title = "{C}og{E}mp:A Cognitive Empathy-Oriented Dialogue System for Structured Psychological Counseling",
    author = "Deng, Yiguo  and
      Lei, Xia  and
      Zhang, Yuan  and
      Ye, Long",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1484/",
    pages = "29695--29712",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-livelongbench,
    title = "{L}ive{L}ong{B}ench: Tackling Long-Context Understanding for Spoken Texts from Live Streams",
    author = "Wu, Yongxuan  and
      Chen, Runyu  and
      Liu, Peiyu  and
      Qian, Hongjin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1485/",
    pages = "29713--29732",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-kang-2026-cpc,
    title = "{CPC}-{GRPO}: Answer-Free Reinforcement Learning with Cross-Prompt Consensus Rewards",
    author = "Kim, Gyunyeop  and
      Kang, Sangwoo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1486/",
    pages = "29733--29748",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gu-etal-2026-mash,
    title = "{MASH}: Evading Black-Box {AI}-Generated Text Detectors via Style Humanization",
    author = "Gu, Yongtong  and
      Li, Songze  and
      Hu, Xia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1487/",
    pages = "29749--29769",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lin-etal-2026-mm,
    title = "{MM}-Doc-R1: Training Agents for Long Document Visual Question Answering through Multi-turn Reinforcement Learning",
    author = "Lin, Jiahang  and
      Hu, Kai  and
      Wang, Binghai  and
      Zhou, Yuhao  and
      Xi, Zhiheng  and
      Guo, Honglin  and
      Liu, Shichun  and
      Wang, Junzhe  and
      Dou, Shihan  and
      Zhou, Enyu  and
      Yan, Hang  and
      Han, Zhenhua  and
      Gui, Tao  and
      Zhang, Qi  and
      Huang, Xuanjing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1488/",
    pages = "29770--29783",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhong-etal-2026-multimodal,
    title = "Multimodal Chemical Structure-Text Coreference in Intellectual Property via Rule-guided Reinforcement Learning",
    author = "Zhong, Hanmeng  and
      Wu, Wentao  and
      Chen, Linqing  and
      Zhou, Peng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1489/",
    pages = "29784--29796",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-theraagent,
    title = "{T}hera{A}gent: Self-Improving Therapeutic Agent for Precise and Comprehensive Treatment Planning",
    author = "Li, Junkai  and
      Lai, Yunghwei  and
      Zhu, Tianyi  and
      Lee, Zheng Long  and
      Ma, Weizhi  and
      Liu, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1490/",
    pages = "29797--29819",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-learnact,
    title = "{L}earn{A}ct: Few-Shot Mobile {GUI} Agent with a Unified Demonstration Benchmark",
    author = "Liu, Guangyi  and
      Zhao, Pengxiang  and
      Liu, Liang  and
      Chen, Zhiming  and
      Chai, Yuxiang  and
      Liang, Yaozhen  and
      Wang, WenHao  and
      Chen, Siheng  and
      Lu, Zhengxi  and
      Ren, Shuai  and
      Wang, Hao  and
      He, Shibo  and
      Liu, Yong  and
      Meng, Wenchao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1491/",
    pages = "29820--29843",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lyu-etal-2026-local,
    title = "From Local Perspective to Global Reasoning: A Neuro-Symbolic Framework for Zero-Shot Relation Extraction",
    author = "Lyu, Kailun  and
      Zhang, Fu  and
      Li, Zehan  and
      Cheng, Jingwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1492/",
    pages = "29844--29856",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-difra,
    title = "{D}i{FR}a: A Unified Framework for Harmonizing Semantic Diversity and Factual Consistency in Question-Answer Generation",
    author = "Li, Zhenqin  and
      Ding, ShengYong  and
      Li, Shuangyin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1493/",
    pages = "29857--29875",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-geoparsing,
    title = "Geoparsing: Diagram Parsing for Plane and Solid Geometry with a Unified Formal Language",
    author = "Wang, Peijie  and
      Zhang, Ming-Liang  and
      Cao, Jun  and
      Deng, Chao  and
      Ran, Dekang  and
      Bu, Pi  and
      Sun, Hongda  and
      Zhang, Xuan  and
      Wang, Yingyao  and
      Song, Jun  and
      Zheng, Bo  and
      Yin, Fei  and
      Liu, Cheng-Lin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1494/",
    pages = "29876--29903",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shelat-etal-2026-beyond,
    title = "Beyond Memorization: Testing {LLM} Reasoning on Unseen Theory of Computation Tasks",
    author = "Shelat, Shlok  and
      Raval, Jay  and
      Roy, Souvik  and
      Gaur, Manas",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1495/",
    pages = "29904--29934",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{su-etal-2026-beyond-dialogue,
    title = "Beyond Dialogue Time: Temporal Semantic Memory for Personalized {LLM} Agents",
    author = "Su, Miao  and
      Guo, Yucan  and
      Hou, Zhongni  and
      Bai, Long  and
      Li, Zixuan  and
      Zhang, Yufei  and
      Yin, Guojun  and
      Lin, Wei  and
      Jin, Xiaolong  and
      Guo, Jiafeng  and
      Cheng, Xueqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1496/",
    pages = "29935--29951",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{feng-etal-2026-longcli,
    title = "{L}ong{CLI}-Bench: A Preliminary Benchmark and Study for Long-horizon Agentic Programming in Command-Line Interfaces",
    author = "Feng, Yukang  and
      Sun, Jianwen  and
      Yang, Zelai  and
      Ai, Jiaxin  and
      Li, Chuanhao  and
      Li, Zizhen  and
      Zhang, Fanrui  and
      He, Kang  and
      Ma, Rui  and
      Lin, Jifan  and
      Sun, Jie  and
      Xiao, Yang  and
      Zhou, Sizhuo  and
      Wu, Wenxiao  and
      Liu, Yiming  and
      Liu, Pengfei  and
      Zhang, Shenglin  and
      Zhang, Kaipeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1497/",
    pages = "29952--29963",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-cognitive-uncertainty,
    title = "Cognitive-Uncertainty Guided Knowledge Distillation for Accurate Classification of Student Misconceptions",
    author = "Liu, Qirui  and
      Chen, Hao  and
      Shi, Weijie  and
      Xu, Jiajie  and
      Zhu, Jia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1498/",
    pages = "29964--29980",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gao-etal-2026-beyond-black,
    title = "Beyond Black-Box Interventions: Latent Probing for Faithful Retrieval-Augmented Generation",
    author = "Gao, Linfeng  and
      Zhang, Qinggang  and
      Bi, Baolong  and
      Zeng, Bo  and
      Yuan, Zheng  and
      Chen, Zerui  and
      Wei, Zhimin  and
      Liu, Shenghua  and
      Xu, Linlong  and
      Wang, Longyue  and
      Luo, Weihua  and
      Su, Jinsong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1499/",
    pages = "29981--30000",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yan-etal-2026-falconcopilot,
    title = "{F}alcon{C}opilot: Empowering {LLM}s Towards Integrated Human-Machine Systems for Aviation Autonomy",
    author = "Yan, Jingyuan  and
      Liu, Qingchen  and
      Ma, Qichao  and
      Qin, Jiahu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1500/",
    pages = "30001--30026",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-shen-2026-accelerating,
    title = "Accelerating Training of Autoregressive Video Generation Models via Local Optimization with Representation Continuity",
    author = "Zhou, Yucheng  and
      Shen, Jianbing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1501/",
    pages = "30027--30041",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{guo-etal-2026-routerag,
    title = "{R}oute{RAG}: Efficient Retrieval-Augmented Generation from Text and Graph via Reinforcement Learning",
    author = "Guo, Yucan  and
      Su, Miao  and
      Guan, Saiping  and
      Sun, Zihao  and
      Jin, Xiaolong  and
      Guo, Jiafeng  and
      Cheng, Xueqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1502/",
    pages = "30042--30059",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{goel-etal-2026-horizon,
    title = "{HORIZON}: A Benchmark for In-the-wild User Behaviour Modeling",
    author = "Goel, Arnav  and
      Chitale, Pranjal A  and
      Paliwal, Bhawna  and
      Santra, Bishal  and
      Sharma, Amit",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1503/",
    pages = "30060--30078",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-two,
    title = "Two-Stage Parameter Alignment for Multi-{L}o{RA} Merging in Large Language Models",
    author = "Li, Zijian  and
      Feng, Xiachong  and
      Ma, Weitao  and
      Huang, Yichong  and
      Feng, Xiaocheng  and
      Qin, Bing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1504/",
    pages = "30079--30093",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{fu-etal-2026-agents,
    title = "The Agent{'}s First Day: Benchmarking Learning, Exploration, and Scheduling in the Workplace Scenarios",
    author = "Fu, Daocheng  and
      Mei, Jianbiao  and
      Wu, Rong  and
      Yang, Xuemeng  and
      Xu, Jia  and
      Wang, Ding  and
      Cai, Pinlong  and
      Liu, Yong  and
      Wen, Licheng  and
      Shi, Botian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1505/",
    pages = "30094--30109",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-prefix,
    title = "{P}ref{I}x: Understand and Adapt to User Preference in Human-Agent Interaction",
    author = "Li, Jialin  and
      Chen, Zhenhao  and
      Luo, Hanjun  and
      Salam, Hanan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1506/",
    pages = "30110--30149",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-answer,
    title = "How Do Answer Tokens Read Reasoning Traces? Self-Reading Patterns in Thinking {LLM}s for Quantitative Reasoning",
    author = "Chen, Haoyang  and
      Liu, Yi  and
      Shao, Jianzhi  and
      Zhang, Tao  and
      Huo, Chengfu  and
      Hu, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1507/",
    pages = "30150--30166",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-mentor,
    title = "{MENTOR}: Efficient Autoregressive Image Generation with Balanced Multimodal Control",
    author = "Zhao, Haozhe  and
      Cai, Zefan  and
      Si, Shuzheng  and
      Chen, Liang  and
      Gu, Jiuxiang  and
      Xiao, Wen  and
      Zhang, Minjia  and
      Hu, Junjie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1508/",
    pages = "30167--30193",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kukreja-etal-2026-better,
    title = "Better and Worse with Scale: How Contextual Entrainment Diverges with Model Size",
    author = "Kukreja, Dikshant  and
      Sah, Kshitij  and
      Gupta, Gautam  and
      Anand, Avinash  and
      Shah, Rajiv Ratn  and
      Wang, Zhengkui  and
      Ng, Aik Beng  and
      Cambria, Erik",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1509/",
    pages = "30194--30209",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gao-etal-2026-llm-guided,
    title = "{LLM}-Guided Semantic Bootstrapping for Interpretable Text Classification with Tsetlin Machines",
    author = "Gao, Jiechao  and
      Yadav, Rohan Kumar  and
      Li, Yuangang  and
      Pan, Yuandong  and
      Wang, Jie  and
      Liu, Ying  and
      Lepech, Michael",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1510/",
    pages = "30210--30222",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-evaluating-impact,
    title = "Evaluating the Impact of Reviewer Guideline Design on {LLM}-Based Automated Peer Review",
    author = "Li, Haowen  and
      Ishibashi, Yoichi  and
      Oyamada, Masafumi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1511/",
    pages = "30223--30240",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cho-etal-2026-mi,
    title = "{MI}-{CXR}: A Benchmark for Longitudinal Reasoning over Multi-Interval Chest {X}-rays",
    author = "Cho, Sunghwan Steve  and
      Han, Yunseok  and
      Do, Jaeyoung",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1512/",
    pages = "30241--30273",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-etal-2026-relevance,
    title = "Relevance to Utility: Process-Supervised Rewrite for {RAG}",
    author = "Kim, Jaeyoung  and
      Kim, Jongho  and
      Hwang, Seung-won  and
      Song, Seoho  and
      Song, Young-In",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1513/",
    pages = "30274--30293",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ranjan-etal-2026-cultural,
    title = "On the Cultural Anachronism and Temporal Reasoning in Vision Language Models",
    author = "Ranjan, Mukul  and
      Jha, Prince  and
      Kumari, Khushboo  and
      Shen, Zhiqiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1514/",
    pages = "30294--30310",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-gla,
    title = "{GLA}: Grounding Large Language Models in Molecular Hierarchy for Chemical Understanding",
    author = "Li, Yingxu  and
      Zeng, Jingjie  and
      Wang, Zekun  and
      Lin, Hongfei  and
      Yang, Liang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1515/",
    pages = "30311--30323",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zheng-etal-2026-neurag,
    title = "{N}eu{RAG}: End-to-End Neural Knowledge Augmentation via Hyper-Neurons",
    author = "Zheng, Liwei  and
      Liu, Xuemin  and
      Liu, Jie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1516/",
    pages = "30324--30343",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zou-etal-2026-dear,
    title = "{DEAR}: Distributional Error-Aware Reliability for Robust Multimodal Sentiment Analysis with Missing Modalities",
    author = "Zou, Shihao  and
      Wei, Wei  and
      Zhang, Yongshuo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1517/",
    pages = "30344--30361",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jiang-huang-2026-openphone,
    title = "{O}pen{P}hone: Mobile Agentic Foundation Models",
    author = "Jiang, Yangqin  and
      Huang, Chao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1518/",
    pages = "30362--30380",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhu-etal-2026-fast,
    title = "Fast Retrieval and Slow Reasoning for Explainable Multimodal Sentiment Analysis",
    author = "Zhu, Aoqiang  and
      Hu, Min  and
      Xing, Yan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1519/",
    pages = "30381--30391",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shi-etal-2026-exploration,
    title = "Exploration-Exploitation Reshaping towards Efficient Reasoning for Large Language Models",
    author = "Shi, Yufeng  and
      Luo, Weilin  and
      Zhang, Yuxiang  and
      Zhang, Zongmeng  and
      Liu, Haoyang  and
      Wang, Yubing  and
      Wang, Bin  and
      Zhou, Wengang  and
      Li, Houqiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1520/",
    pages = "30392--30407",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yoon-choi-2026-compel,
    title = "{COMPEL}: Compensated Mixture-of-Experts Pruning with Expert-Layer distribution",
    author = "Yoon, Seohee  and
      Choi, Yong Suk",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1521/",
    pages = "30408--30423",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-towards-self,
    title = "Towards Self-Evolving Agents: Enabling Autonomy through Interactive Experience Refinement",
    author = "Yang, Cheng  and
      Yang, Xuemeng  and
      Wen, Licheng  and
      Fu, Daocheng  and
      Mei, Jianbiao  and
      Wu, Rong  and
      Cai, Pinlong  and
      Shen, Yufan  and
      Deng, Nianchen  and
      Xu, Jia  and
      Shi, Botian  and
      Qiao, Yu  and
      Li, Haifeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1522/",
    pages = "30424--30451",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{mei-etal-2026-good,
    title = "Good Reasoning Makes Good Demonstrations: Implicit Reasoning Quality Supervision via In-Context Reinforcement Learning",
    author = "Mei, Tiehua  and
      Lv, Minxuan  and
      Pan, Leiyu  and
      Su, Zhenpeng  and
      Hou, Hongru  and
      Chen, Hengrui  and
      Xu, Ao  and
      Yang, Deqing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1523/",
    pages = "30452--30469",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cui-etal-2026-design,
    title = "Design First, Code Later: Aesthetically Pleasing Template-Free Slides Generation",
    author = "Cui, Zhiyao  and
      Wang, Chenxu  and
      Hu, Shuyue  and
      Zhang, Yiqun  and
      Shao, Wenqi  and
      Zhang, Qiaosheng  and
      Wang, Zhen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1524/",
    pages = "30470--30490",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-benchmarking-fine,
    title = "Benchmarking the Fine-Grained Discriminability in Image-Text Retrieval via Controlled Contrastive Differences",
    author = "Wang, Zhen  and
      Zhou, Xi  and
      Yang, Yating  and
      Ma, Bo  and
      Wang, Lei  and
      Dong, Rui  and
      Anwar, Azmat  and
      Miao, Siru",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1525/",
    pages = "30491--30503",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yuan-etal-2026-learning,
    title = "Learning on Imbalanced Noisy Data via Debiased Sample Selection and {LLM}-Driven Annotation",
    author = "Yuan, Bo  and
      Chen, Yulin  and
      Zhang, Yin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1526/",
    pages = "30504--30542",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-beyond-task,
    title = "Beyond Task-Level Context: Class-Conditional Context Vectors for Implicit In-Context Learning",
    author = "Zhang, Jianxin  and
      Hu, Yilu  and
      Liu, Teng  and
      Guo, Pei  and
      Li, Juntao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1527/",
    pages = "30543--30566",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zheng-etal-2026-dpn,
    title = "{DPN}-{LE}: Dual Personality Neuron Localization and Editing for Large Language Models",
    author = "Zheng, Lifan  and
      Yang, Xue  and
      Chen, Jiawei  and
      WU, Chenyan  and
      Zhang, Jingyuan  and
      Kong, Fanheng  and
      Zeng, Xinyi  and
      Chen, Xiang  and
      Tian, Yu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1528/",
    pages = "30567--30591",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jiang-etal-2026-reasoning-combinatorial,
    title = "Reasoning in a Combinatorial and Constrained World: Benchmarking {LLM}s on Natural-Language Combinatorial Optimization",
    author = "Jiang, Xia  and
      Chen, Jing  and
      Zhang, Cong  and
      Gao, Jie  and
      Hu, Chengpeng  and
      Zhang, Chenhao  and
      Wu, Yaoxin  and
      Zhang, Yingqian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1529/",
    pages = "30592--30648",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-darl,
    title = "{DARL}: Encouraging Diverse Answers for General Reasoning without Verifiers",
    author = "Huang, Chongxuan  and
      Lin, Lei  and
      Shi, Xiaodong  and
      Hu, Wenping  and
      Tang, Ruiming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1530/",
    pages = "30649--30665",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cao-etal-2026-clustered,
    title = "Clustered Self-Assessment: A Simple yet Effective Method for Uncertainty Quantification in Large Language Models",
    author = "Cao, Qi  and
      Kojima, Takeshi  and
      Gambardella, Andrew  and
      Peng, Helinyi  and
      Matsuo, Yutaka  and
      Iwasawa, Yusuke",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1531/",
    pages = "30666--30680",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-step-success,
    title = "{STEP}: Success-Rate-Aware Trajectory-Efficient Policy Optimization",
    author = "Chen, Yuhan  and
      Liu, Yuxuan  and
      Zhang, Long  and
      Gao, Pengzhi  and
      Luan, Jian  and
      Liu, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1532/",
    pages = "30681--30692",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cao-etal-2026-ascendkernelgen,
    title = "{A}scend{K}ernel{G}en: {LLM}-Driven Kernel Generation for {NPU}s",
    author = "Cao, Xinzi  and
      Zhai, Jianyang  and
      Li, Pengfei  and
      Hu, Zhiheng  and
      Yan, Cen  and
      Mubingxu  and
      Fang, Guanghuan  and
      She, Bin  and
      Li, Jiayu  and
      Su, Yihan  and
      Tao, Dongyang  and
      Yang, Feidiao  and
      Wang, Chang-Dong  and
      Lu, Yutong  and
      Xue, Weicheng  and
      Zhou, Bin  and
      Tian, Yonghong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1533/",
    pages = "30693--30718",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{he-etal-2026-learning,
    title = "Learning to Evolve: A Self-Improving Framework for Multi-Agent Systems via Textual Parameter Graph Optimization",
    author = "He, Shan  and
      Wang, Runze  and
      Du, Zhuoyun  and
      Bai, Huiyu  and
      Cao, Zouying  and
      Cheng, Yu  and
      Zheng, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1534/",
    pages = "30719--30732",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liang-etal-2026-learning-remember,
    title = "Learning How to Remember: A Meta-Cognitive Management Method for Structured and Transferable Agent Memory",
    author = "Liang, Sirui  and
      Cao, Pengfei  and
      Zhao, Jian  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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1535/",
    pages = "30733--30753",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lu-etal-2026-lore,
    title = "{L}o{RE}: Enhancing Search Relevance with Progressive Chain-of-Thought and Preference Alignment",
    author = "Lu, Chenji  and
      Chen, Zhuo  and
      Zhao, Hui  and
      Zeng, Zhiyuan  and
      Zhao, Gang  and
      Ren, Junjie  and
      Lihaoran  and
      Liu, Songyan  and
      Wang, Pengjie  and
      Yu, Chuan  and
      Xu, Jian  and
      Zheng, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1536/",
    pages = "30754--30768",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{krasnod-k-e-bska-etal-2026-multilingual,
    title = "Multilingual Refusal Alignment for Safer Large Language Models",
    author = "Krasnod{\textbackslash}k{\{}e{\}}bska, Aleksandra  and
      Kusa, Wojciech  and
      Lipani, Aldo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1537/",
    pages = "30769--30790",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hong-etal-2026-view,
    title = "View-R1: Asymmetric Policy Optimization for Difficulty-Aware Multimodal Reinforcement Learning",
    author = "Hong, Minjie  and
      Guo, Zirun  and
      Zhang, Jiabao  and
      Wang, Zehan  and
      Zhang, Ziang  and
      Jin, Tao  and
      Zhao, Zhou",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1538/",
    pages = "30791--30803",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lee-etal-2026-pseudogd,
    title = "{P}seudo{GD}: Enhancing Spatial Reasoning in Vision-Language Models through Pseudo Geometric Knowledge Distillation",
    author = "Lee, Gwanghee  and
      Choi, Yeeun  and
      Jhang, Kyoungson",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1539/",
    pages = "30804--30814",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-dmsd,
    title = "{DMSD}: Dual-Modal Semantic Disentanglement for Compositional Zero-Shot Learning",
    author = "Yang, Pan  and
      Yang, Jing  and
      li, Ruan Xiao  and
      Chen, Yuling  and
      Wu, Yuankai  and
      Zhou, Quan  and
      Wang, Xu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1540/",
    pages = "30815--30826",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ni-etal-2026-refreekv,
    title = "{R}e{F}ree{KV}: Towards Threshold-Free {KV} Cache Compression",
    author = "Ni, Xuanfan  and
      Xu, Liyan  and
      Lyu, Chenyang  and
      Wang, Longyue  and
      Yu, Mo  and
      Liu, Lemao  and
      Meng, Fandong  and
      Zhou, Jie  and
      Li, Piji",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1541/",
    pages = "30827--30841",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{bin-etal-2026-safety,
    title = "Safety Sidecar: Reflection-Driven Runtime Control for Safer Agents",
    author = "Bin, Wang  and
      Jiazheng, Quan  and
      Yu, Xingrui  and
      Hansen, Hu  and
      Hao, Yu  and
      Gao, Anjun  and
      Wan, Zhenglin  and
      LI, Hui  and
      Tsang, Ivor",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1542/",
    pages = "30842--30856",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{du-etal-2026-mcga,
    title = "{MCGA}: A Multi-task Classical {C}hinese Literary Genre Audio Corpus",
    author = "Du, Yexing  and
      Liu, Kaiyuan  and
      Zhang, Bihe  and
      Pan, Youcheng  and
      Yang, Bo  and
      Huo, Liangyu  and
      Zhang, Xiyuan  and
      Xie, Jian  and
      He, Daojing  and
      Xiang, Yang  and
      Liu, Ming  and
      Qin, Bing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1543/",
    pages = "30857--30866",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-vet,
    title = "{VET}: Verifiable Execution Tracing for Reliable Text-to-{SQL} Generation",
    author = "Wang, Dongyu  and
      Li, Jingyu  and
      Zhang, Lan  and
      Ganggang.yu  and
      Huang, Liang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1544/",
    pages = "30867--30883",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{feng-etal-2026-pace,
    title = "{PACE}: Prefix-Protected and Difficulty-Aware Compression for Efficient Reasoning",
    author = "Feng, Ruixiang  and
      Wen, Yuntao  and
      Zhou, Silin  and
      Shi, Ke  and
      Wang, Yifan  and
      Le, Ran  and
      An, Zhenwei  and
      Chen, Zongchao  and
      Yang, Chen  and
      Peng, Guangyue  and
      Jia, Yiming  and
      Wang, Dongsheng  and
      Zhang, Tao  and
      Chen, Lisi  and
      Song, Yang  and
      Gao, Shen  and
      Shang, Shuo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1545/",
    pages = "30884--30903",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-creativebench,
    title = "{C}reative{B}ench: Benchmarking and Enhancing Machine Creativity via Self-Evolving Challenges",
    author = "Wang, Zihan  and
      Nguyen, Lam  and
      Zhao, Zhengyang  and
      Yang, Mengyue  and
      Qin, Chengwei  and
      Yang, Yujiu  and
      Yang, Linyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1546/",
    pages = "30904--30937",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-etal-2026-machine,
    title = "Machine Behavior in Relational Moral Dilemmas: Moral Rightness, Predicted Human Behavior, and Model Decisions",
    author = "Kim, Jiseon  and
      Kwon, Jea  and
      Vecchietti, Luiz Felipe  and
      Dong, Wenchao  and
      Kim, Jaehong  and
      Cha, Meeyoung",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1547/",
    pages = "30938--30955",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-prompting,
    title = "Prompting the Unknown: Understanding Response Uncertainty in Large Language Models",
    author = "Zhang, Ze Yu  and
      Verma, Arun  and
      Doshi-Velez, Finale  and
      Low, Bryan Kian Hsiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1548/",
    pages = "30956--30984",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-explainable,
    title = "Explainable Quantum Program Repair with Verifiable Proof Traces",
    author = "Li, Tingting  and
      Zhao, Ziming  and
      Li, Zhaoxuan  and
      Yu, Jiongchi  and
      Yue, Xiaofei  and
      Yin, Jianwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1549/",
    pages = "30985--30995",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-ma2p,
    title = "{MA}$^{2}${P}: A Meta-Cognitive Autonomous Intelligent Agents Framework for Complex Persuasion",
    author = "Zhang, Dingyi  and
      Zhuang, Ziqing  and
      Zhang, Linhai  and
      Gao, Ziyang  and
      Zhou, Deyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1550/",
    pages = "30996--31017",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kahaer-etal-2026-synergizing,
    title = "Synergizing Semantic Anchors and Ordinal Smoothed Cross-Entropy for Speech Fluency Classification",
    author = "Kahaer, Mulati  and
      Ruzmamat, Sirajahmat  and
      Pang, XuDong  and
      Maimaitituerxun, Subinuer  and
      Kadeer, Zaokere  and
      Reheman, Abudurexiti  and
      Lu, Wenwen  and
      Zheng, Panpan  and
      Wumaier, Aishan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1551/",
    pages = "31018--31029",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{park-etal-2026-pac,
    title = "{PAC}-{BENCH}: Evaluating Multi-Agent Collaboration under Privacy Constraints",
    author = "Park, Minjun  and
      Kim, Donghyun  and
      Ju, Hyeonjong  and
      Lim, Seungwon  and
      Choi, Dongwook  and
      Kwon, Taeyoon  and
      Kim, Minju  and
      Yeo, Jinyoung",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1552/",
    pages = "31030--31056",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{mo-etal-2026-scitext2eq,
    title = "{S}ci{T}ext2{E}q: Assessing {LLM}s for Explainable Equation Generation for Scientific Creativity",
    author = "Mo, Yifan  and
      Fu, Xiao  and
      Su, Yue  and
      Meng, Qingyu  and
      Hindriks, Koen  and
      Liu, Qingzhi  and
      Pei, Jiahuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1553/",
    pages = "31057--31069",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-reward-efficient,
    title = "Reward Yourself: Efficient Self Rewards for Trustworthy Sampling",
    author = "Li, Mingjie  and
      Si, Wai Man  and
      Backes, Michael  and
      Zhang, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1554/",
    pages = "31070--31086",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{pei-etal-2026-analyze,
    title = "Analyze Like a Venture Capitalist: Information-Gain and Knowledge Enhanced Graph Reasoning for Startup Success Prediction",
    author = "Pei, Haoyu  and
      Liu, Zhongyang  and
      Xiao, Xiangyi  and
      Du, Xiaocong  and
      Hong, Suting  and
      Zhang, Kunpeng  and
      Zhang, Haipeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1555/",
    pages = "31087--31108",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-etal-2026-read,
    title = "Read the Room, Read the Image: Understanding Indirect Speech Acts in Multimodal Visual Contexts",
    author = "Kim, Jaehee  and
      Chung, Ji Hoon  and
      Park, Seoyoon  and
      Kim, Unsol  and
      Park, Kyungwon  and
      Kim, JiHak  and
      Chen, Yi-Jun  and
      Kim, Hansaem",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1556/",
    pages = "31109--31124",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-break,
    title = "Break Through the Compression Bottleneck: From Theory to Practice",
    author = "Huang, Xiusheng  and
      Wang, Lu  and
      Wang, Yequan  and
      Zhao, Jun  and
      Liu, Kang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1557/",
    pages = "31125--31142",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-cognitive,
    title = "Cognitive Analysis Graph-Guided Multi-Turn Safety Enhancement for Large Language Models",
    author = "Zhang, Lanxue  and
      Xie, Yuqiang  and
      Fang, Fang  and
      Ren, Yubing  and
      Wang, Xuebin  and
      Cao, Yanan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1558/",
    pages = "31143--31160",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{su-etal-2026-entropy,
    title = "Entropy Ratio Clipping as a Soft Global Constraint for Stable Reinforcement Learning",
    author = "Su, Zhenpeng  and
      Pan, Leiyu  and
      Lv, Minxuan  and
      Mei, Tiehua  and
      Lin, Zijia  and
      Li, Yuntao  and
      Hu, Wenping  and
      Tang, Ruiming  and
      Gai, Kun  and
      Zhou, Guorui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1559/",
    pages = "31161--31171",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-bcl,
    title = "{BCL}: {B}ayesian In-Context Learning Framework for Information Extraction",
    author = "Liu, Haoliang  and
      Cai, Chengkun  and
      Zhao, Xu  and
      Zhu, Han  and
      Huang, Shizhou  and
      Zhang, Xinglin  and
      Chen, Tao  and
      Hwang, Jenq-Neng  and
      Huaping, Zhang  and
      Li, Lei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1560/",
    pages = "31172--31189",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{pan-etal-2026-g,
    title = "{G}-{H}i{R}el: Enhancing the Adaption to Knowledge Updating for Large Language Model Reasoning",
    author = "Pan, Yudai  and
      Hong, Jiajie  and
      Zhao, Tianzhe  and
      Song, Lingyun  and
      Zhang, Lingling  and
      Chen, Yixin  and
      Shang, Xuequn",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1561/",
    pages = "31190--31207",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-etal-2026-wow,
    title = "{W}o{W}-Bench: Evaluating Fine-Grained Acoustic Perception in Audio-Language Models via Marine Mammal Vocalizations",
    author = "Kim, Jaeyeon  and
      Yun, Heeseung  and
      Woo, Tony  and
      Yang, Chao-Han Huck  and
      Kim, Gunhee",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1562/",
    pages = "31208--31229",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-adamarp,
    title = "{A}da{MARP}: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing",
    author = "Xu, Zhenhua  and
      Chen, Dongsheng  and
      Wang, Shuo  and
      Li, Jian  and
      Wang, Chengjie  and
      Han, Meng  and
      Wang, Yabiao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1563/",
    pages = "31230--31283",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xiao-etal-2026-train,
    title = "Train in Vain: Functionality-Preserving Poisoning to Prevent Unauthorized Use of Code Datasets",
    author = "Xiao, Yuan  and
      Wang, Jiaming  and
      Chen, Yuchen  and
      Song, Wei  and
      Sun, Jun  and
      Ma, Shiqing  and
      Mu, Yanzhou  and
      Zhai, Juan  and
      Fang, Chunrong  and
      Dong, Jin Song  and
      Chen, Zhenyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1564/",
    pages = "31284--31303",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gwak-etal-2026-revisiting,
    title = "Revisiting the {U}niform {I}nformation {D}ensity Hypothesis in {LLM} Reasoning",
    author = "Gwak, Minju  and
      Son, Guijin  and
      Kim, Jaehyung",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1565/",
    pages = "31304--31333",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-liu-2026-pquant,
    title = "p{Q}uant: Towards Effective Low-Bit Language Models via Decoupled Linear Quantization-Aware Training",
    author = "Zhang, Wenzheng  and
      Liu, Bingzheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1566/",
    pages = "31334--31351",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-etal-2026-incomplete,
    title = "Incomplete Prompt Jailbreaks in Large Language Models",
    author = "Kim, Yeonjea  and
      Park, Bumjin  and
      Choi, Jaesik",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1567/",
    pages = "31352--31368",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-best,
    title = "The Best of Both Worlds: Combining Parallel and Sequential Inference Scaling via Aggregation Fine-Tuning",
    author = "Li, Yafu  and
      Wang, Zhilin  and
      Fu, Tingchen  and
      Cui, Ganqu  and
      Yang, Sen  and
      Cheng, Yu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1568/",
    pages = "31369--31389",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lian-etal-2026-e,
    title = "{A}.{S}.{E}: A Repository-Level Benchmark for Evaluating Security in {AI}-Generated Code",
    author = "Lian, Keke  and
      Bin, Wang  and
      Zhang, Lei  and
      Chen, Libo  and
      Wang, Junjie  and
      Zhao, Ziming  and
      Yang, Yujiu  and
      Lin, Miaoqian  and
      Duan, Haotong  and
      Zhao, Haoran  and
      Liao, Shuang  and
      Guo, Mingda  and
      Jiazheng, Quan  and
      Zhong, Yilu  and
      He, Chenhao  and
      Zichuan, Chen  and
      Wu, Jie  and
      Li, Haoling  and
      Li, Zhaoxuan  and
      Yu, Jiongchi  and
      LI, Hui  and
      Zhang, Dong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1569/",
    pages = "31390--31405",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sanz-guerrero-etal-2026-large,
    title = "Large Language Models Are Overconfident in Their Own Responses",
    author = "Sanz-Guerrero, Mario  and
      Mager, Manuel  and
      Von Der Wense, Katharina",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1570/",
    pages = "31406--31418",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-structured,
    title = "Structured Dialogue Refinement: Building Retrieval-Augmented Question Answering on Goal-Oriented Dialogues",
    author = "Wu, Bin  and
      Kumar, Sawan  and
      Utama, Prasetya Ajie  and
      Yahya, Mohamed",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1571/",
    pages = "31419--31432",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{qi-etal-2026-thought,
    title = "Thought-Action Graph Reasoning: Faithful and Efficient Reasoning of Large Language Models via Reusing Past Experience",
    author = "Qi, Zhixiao  and
      Huang, Feng  and
      Zhang, Yunqi  and
      Zhang, Shijie  and
      Sun, Qingqing  and
      Huang, Yongfeng  and
      Jiang, Minghu  and
      Chen, Shuai  and
      Zhang, Tianyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1572/",
    pages = "31433--31449",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ng-etal-2026-xlsr,
    title = "{XLSR}-{M}am{B}o: Scaling the Hybrid Mamba-Attention Backbone for Audio Deepfake Detection",
    author = "Ng, Kwok-Ho  and
      Song, Tingting  and
      WU, Yongdong  and
      Xia, Zhihua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1573/",
    pages = "31450--31462",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cao-etal-2026-anchored,
    title = "Anchored Cyclic Generation: A Novel Paradigm for Long-Sequence Symbolic Music Generation",
    author = "Cao, Boyu  and
      Qian, Lekai  and
      Li, Dehan  and
      Gu, Haoyu  and
      Xu, Mingda  and
      Liu, Qi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1574/",
    pages = "31463--31476",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-trust-towards,
    title = "{TRUST}: Towards Robust Social Bot Detection via Uncertainty-Guided Pseudo-Labeling and Graph Structure Purification",
    author = "Xu, Ruixuan  and
      Hu, Mengting  and
      Wang, Zhunheng  and
      Jiang, Ming  and
      Ying, Rui  and
      Zhang, Zhen  and
      Gao, Hang  and
      Liu, Shuaipeng  and
      Cheng, Renhong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1575/",
    pages = "31477--31491",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{abishethvarman-etal-2026-xguard,
    title = "{XGUARD}: A Graded Benchmark for Evaluating Safety Failures of Large Language Models on Extremist Content",
    author = "Abishethvarman, Vadivel  and
      Chandna, Bhavik  and
      Jalan, Pratik  and
      Naseem, Usman",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1576/",
    pages = "31492--31510",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{leang-etal-2026-picsar,
    title = "{P}i{CSAR}: Probabilistic Confidence Selection and Ranking for Reasoning Chains",
    author = "Leang, Joshua Ong Jun  and
      Zhao, Zheng  and
      Gema, Aryo Pradipta  and
      Yang, Sohee  and
      Kwan, Wai-Chung  and
      He, Xuanli  and
      Li, Wenda  and
      Minervini, Pasquale  and
      Giunchiglia, Eleonora  and
      Cohen, Shay B",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1577/",
    pages = "31511--31544",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zheng-etal-2026-deeppresenter,
    title = "{D}eep{P}resenter: Environment-Grounded Reflection for Agentic Presentation Generation",
    author = "Zheng, Hao  and
      Mo, Guozhao  and
      Yan, Xinru  and
      Yuan, Qianhao  and
      Zhang, Wenkai  and
      Chen, Xuanang  and
      Lu, Yaojie  and
      Lin, Hongyu  and
      Han, Xianpei  and
      Sun, Le",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1578/",
    pages = "31545--31558",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-iterative,
    title = "An Iterative Utility Judgment Framework Inspired by Philosophical Relevance via {LLM}s",
    author = "Zhang, Hengran  and
      Bi, Keping  and
      Guo, Jiafeng  and
      Cheng, Xueqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1579/",
    pages = "31559--31578",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-formulareasoning,
    title = "{F}ormula{R}easoning: A Dataset for Formula-Based Numerical Reasoning",
    author = "Li, Xiao  and
      Zhu, Bolin  and
      Shi, Kaiwen  and
      Liu, Sichen  and
      Zhu, Yin  and
      Liu, Yiwei  and
      Cheng, Gong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1580/",
    pages = "31579--31601",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jing-etal-2026-cord,
    title = "{CORD}: Bridging the Audio{--}Text Reasoning Gap via Weighted On-policy Cross-modal Distillation",
    author = "Jing, Hu  and
      Zhu, Danxiang  and
      Luo, Xianlong  and
      Zhang, Dan  and
      He, Shuwei  and
      Lei, Yishu  and
      Feng, Shikun  and
      Zheng, Hai-Tao  and
      HE, Jingzhou  and
      Sun, Yu  and
      Wu, Hua  and
      Wang, Haifeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1581/",
    pages = "31602--31612",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-plane,
    title = "{P}lan{E}: Meta Planning of Data, Tuning, and Inference for Extractive-based {LLM}s",
    author = "Wang, Jiacheng  and
      Zhang, Weiyan  and
      Yu, Guangya",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1582/",
    pages = "31613--31635",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jang-etal-2026-generalizable,
    title = "Generalizable Prompt Tuning for Audio-Language Models via Semantic Expansion",
    author = "Jang, Jaehyuk  and
      Lee, Wonjun  and
      Ko, Kangwook  and
      Kim, Changick",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1583/",
    pages = "31636--31654",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ma-etal-2026-leveraging,
    title = "Leveraging Label Semantics and Entity Description Generation for {LLM}-based Fine-grained Entity Typing",
    author = "Ma, Yingying  and
      Dai, Hongliang  and
      Zhang, Xia  and
      Li, Piji",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1584/",
    pages = "31655--31667",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{guo-etal-2026-trident,
    title = "Trident: Self-Supervised Preference Alignment via Triplet Regularization",
    author = "Guo, Yingnan  and
      Chen, Kejia  and
      Zhang, Xiaofeng  and
      Wu, Zifei  and
      Zhang, Yu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1585/",
    pages = "31668--31683",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kang-etal-2026-multilingual,
    title = "Why Do Multilingual Reasoning Gaps Emerge in Reasoning Language Models?",
    author = "Kang, Deokhyung  and
      Hwang, Seonjeong  and
      Kim, Daehui  and
      Kim, Hyounghun  and
      Lee, Gary",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1586/",
    pages = "31684--31716",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tian-etal-2026-evomemkg,
    title = "{E}vo{M}em{KG}: An Evolvable Memory Agent for Multi-hop Knowledge Graph Reasoning",
    author = "Tian, Shiyu  and
      Xing, Shuyue  and
      Han, Zhuoxin  and
      Yuan, Caixia  and
      Wang, Xiaojie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1587/",
    pages = "31717--31740",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{han-etal-2026-scaling,
    title = "Scaling Laws or Threshold Effects: Exploring the Optimal Vocabulary Size for Balancing Performance and Efficiency in Low-Resource Languages",
    author = "Han, Ao  and
      Chen, Andong  and
      Sun, Yuan  and
      Zhao, Xiaobing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1588/",
    pages = "31741--31758",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xiao-etal-2026-routerhgc,
    title = "{R}outer{HGC}: Optimized Router for {LLM}-based Multi-Agent Systems via Heterogeneous Graph Contrastive Learning",
    author = "Xiao, Yitao  and
      Guo, Shaoyong  and
      Yang, Guoming  and
      Wang, Qingnan  and
      Ren, Yinlin  and
      Qiu, Xuesong  and
      Feng, Qi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1589/",
    pages = "31759--31789",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{alsuradi-etal-2026-grouped,
    title = "Grouped Adaptive Weight Sharing ({GAWS}): An Inference-Efficient Adaptation Method for Large Language Models",
    author = "Alsuradi, Eman  and
      Lee, Junhyun  and
      Lee, Kyenghun  and
      Ko, Hyeonmok  and
      Jubair, Fahed",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1590/",
    pages = "31790--31806",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-lending,
    title = "Lending Eyesight to Language Models: Modeling and Probing Human scanpath through Transformer Decoder",
    author = "Li, Junlin  and
      Reich, David Robert  and
      Hsu, Yu-Yin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1591/",
    pages = "31807--31819",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yamamoto-etal-2026-timesteps,
    title = "Timesteps of Mamba Align with Human Reading Times",
    author = "Yamamoto, Yuji  and
      Isono, Shinnosuke  and
      Kawahara, Yoshinobu  and
      Yokoi, Sho",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1592/",
    pages = "31820--31832",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-astra-activation,
    title = "Astra: Activation-Space Tail-Eigenvector Low-Rank Adaptation of Large Language Models",
    author = "Liu, Kainan  and
      Zhang, Yong  and
      Cheng, Ning  and
      Zhu, Yun  and
      Wang, Yanmeng  and
      Wang, Shaojun  and
      Xiao, Jing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1593/",
    pages = "31833--31854",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhenyu-etal-2026-aroma,
    title = "{AROMA}: Augmented Reasoning Over a Multimodal Architecture for Virtual Cell Genetic Perturbation Modeling",
    author = "Zhenyu, Wang  and
      Ye, Geyan  and
      Liu, Wei  and
      Ng, Man Tat Alexander",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1594/",
    pages = "31855--31881",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{aggarwal-etal-2026-exploring,
    title = "Exploring Two-Phase Continual Instruction Fine-tuning for Multilingual Adaptation in Large Language Models",
    author = "Aggarwal, Divyanshu  and
      Damle, Sankarshan  and
      Goyal, Navin  and
      Lokam, Satya  and
      Sitaram, Sunayana",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1595/",
    pages = "31882--31904",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-scaler,
    title = "{SCALER}: Synthetic Scalable Adaptive Learning Environment for Reasoning",
    author = "Xu, Caijun  and
      Xiao, Changyi  and
      Peng, Zhongyuan  and
      Wang, Xinrun  and
      Cao, Yixin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1596/",
    pages = "31905--31923",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-probing,
    title = "Probing Social Identity Bias in {C}hinese {LLM}s with Gendered Pronouns and Social Groups",
    author = "Liu, Geng  and
      Feng, Li  and
      Mu, Junjie  and
      Zhu, Mengxiao  and
      Pierri, Francesco",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1597/",
    pages = "31924--31941",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-autoveccoder,
    title = "{A}uto{V}ec{C}oder: Teaching {LLM}s to Generate Explicitly Vectorized Code",
    author = "Li, ShangZhan  and
      Yin, Xinyu  and
      Jin, Xuanyu  and
      He, Ye  and
      Zhou, Yuxin  and
      Li, Yuxuan  and
      Han, Xu  and
      Che, Wanxiang  and
      Shi, Qi  and
      Liu, Ting  and
      Sun, Maosong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1598/",
    pages = "31942--31959",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ananto-etal-2026-compassllm,
    title = "{C}ompass{LLM}: A Multi-Agent Approach toward Geo-Spatial Reasoning for Popular Path Query",
    author = "Ananto, Md. Nazmul Islam  and
      Fatin, Shamit  and
      Ali, Mohammed Eunus  and
      Parvez, Md Rizwan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1599/",
    pages = "31960--31976",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cui-etal-2026-free,
    title = "Free-{MAD}: Consensus-Free Multi-Agent Debate",
    author = "Cui, Yu  and
      Fu, Hang  and
      Zhang, Haibin  and
      Wang, Licheng  and
      Zuo, Cong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1600/",
    pages = "31977--31997",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-dialectical,
    title = "Dialectical Structured Reasoning for Explainable Multimodal Fake News Detection",
    author = "Yang, Ruichao  and
      Bian, Yufan  and
      Gao, Wei  and
      Zhang, Bo-Wen  and
      Ma, Jing  and
      Lin, Hongzhan  and
      Luo, Ziyang  and
      Zhu, Xiaobin  and
      Yin, Xu-Cheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1601/",
    pages = "31998--32013",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-unlocking,
    title = "Unlocking Human-Like Visible Logic: How Logic Diagrams Boost Logic Reasoning in Large Language Models?",
    author = "Wu, Xin  and
      Bu, Yuqi  and
      Zhao, Mengchen  and
      Huang, Qingbao  and
      Cai, Yi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1602/",
    pages = "32014--32031",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yan-etal-2026-retrievers,
    title = "Let Retrievers Think Before Action: Thought-Augmented Embedding for Dense Retrieval",
    author = "Yan, Ruiran  and
      Xiong, Wen  and
      Liu, Ze  and
      Li, Chaozhuo  and
      Liao, Hao  and
      Lian, Defu  and
      Liu, Zheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1603/",
    pages = "32032--32052",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhen-etal-2026-travelbehaviorqa,
    title = "{T}ravel{B}ehavior{QA}: A Benchmark Dataset for Behavioral Interpretation of {GPS} Trajectories",
    author = "Zhen, Dongyang  and
      Duan, Niping  and
      Zhou, Huan  and
      Cui, Qingbin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1604/",
    pages = "32053--32071",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{piao-park-2026-spiralthinker,
    title = "{S}piral{T}hinker: Latent Reasoning through an Iterative Process with Text{--}Latent Interleaving",
    author = "Piao, Shengmin  and
      Park, Sanghyun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1605/",
    pages = "32072--32088",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wen-etal-2026-verifier,
    title = "Verifier-Free {RL} for {LLM}s via Intrinsic Gradient-Norm Reward",
    author = "Wen, Xuexiang  and
      Yu, Hang  and
      Zhu, Linchao  and
      Wang, Gaoang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1606/",
    pages = "32089--32102",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-novbench,
    title = "{N}ov{B}ench: Evaluating Large Language Models on Academic Paper Novelty Assessment",
    author = "Wu, Wenqing  and
      Zhao, Yi  and
      Wang, Yuzhuo  and
      Li, Siyou  and
      Shao, Juexi  and
      Long, Yunfei  and
      Zhang, Chengzhi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1607/",
    pages = "32103--32133",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-lampe,
    title = "{L}a{MPE}: Length-aware Multi-grained Positional Encoding for Adaptive Long-context Scaling Without Training",
    author = "Zhang, Sikui  and
      Gao, Guangze  and
      Gan, Ziyun  and
      Yuan, Chunfeng  and
      Lin, Zefeng  and
      Peng, Houwen  and
      Li, Bing  and
      Hu, Weiming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1608/",
    pages = "32134--32149",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chowdhury-sanyal-2026-small,
    title = "Can Small Vision{--}Language Models Perform Sign Language Translation?",
    author = "Chowdhury, Anal Roy  and
      Sanyal, Debarshi Kumar",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1609/",
    pages = "32150--32166",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jo-etal-2026-fastkv,
    title = "{F}ast{KV}: Decoupling of Context Reduction and {KV} Cache Compression for Prefill-Decoding Acceleration",
    author = "Jo, Dongwon  and
      Song, Jiwon  and
      Kim, Yulhwa  and
      Kim, Jae-Joon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1610/",
    pages = "32167--32186",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{pronesti-etal-2026-beyond,
    title = "Beyond Outcome Verification: Verifiable Process Reward Models for Structured Reasoning",
    author = "Pronesti, Massimiliano  and
      Belz, Anya  and
      Hou, Yufang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1611/",
    pages = "32187--32202",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-auto,
    title = "Auto-Stega: An Agent-Driven System for Lifelong Strategy Evolution in {LLM}-Based Text Steganography",
    author = "Zhou, Jiuan  and
      Cheng, Yu  and
      Xie, Yuan  and
      Yin, Zhaoxia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1612/",
    pages = "32203--32220",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hou-etal-2026-detecting,
    title = "Detecting {AI}-Generated Video: A Vision{--}Language Dual-View Survey",
    author = "Hou, Dylan Xinming  and
      Zhang, Juntian  and
      Gu, Xu  and
      Wu, Yichen  and
      Lukas, Nils  and
      Xia, Gus  and
      Chen, Xiuying  and
      Liu, Yuhan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1613/",
    pages = "32221--32255",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-etal-2026-unite,
    title = "{U}n{I}te: Uncertainty-based Iterative Document Sampling for Domain Adaptation in Information Retrieval",
    author = "Kim, Jongyoon  and
      Hwang, Minseong  and
      Hwang, Seung-won",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1614/",
    pages = "32256--32272",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{nok-barone-2026-improving,
    title = "Improving {LLM} Code Reasoning via Semantic Equivalence Self-Play with Formal Verification",
    author = "Nok, Poon Tsz  and
      Barone, Antonio Valerio Miceli",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1615/",
    pages = "32273--32292",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{qi-etal-2026-towards,
    title = "Towards Identification and Intervention of Safety-Critical Parameters in Large Language Models",
    author = "Qi, Weiwei  and
      Wu, Zefeng  and
      Zheng, Tianhang  and
      Zhang, Zikang  and
      Jia, Xiaojun  and
      Qin, Zhan  and
      Ren, Kui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1616/",
    pages = "32293--32312",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-opine,
    title = "{OPINE}: A Prior-calibrated Scoring Framework for {LLM}-based Multi-label Scientific Opinion Classification",
    author = "Zhang, Mengting  and
      Pan, Gaofeng  and
      Zhang, Zhixiong  and
      Li, Yang  and
      Zhang, Guangyin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1617/",
    pages = "32313--32333",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{reif-etal-2026-vocab,
    title = "Vocab Diet: Reshaping the Vocabulary of {LLM}s via Vector Arithmetic",
    author = "Reif, Yuval  and
      Kaplan, Guy  and
      Schwartz, Roy",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1618/",
    pages = "32334--32352",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{dai-etal-2026-recmem,
    title = "{R}ec{M}em: Recurrence-based Memory Consolidation for Efficient and Effective Long-Running {LLM} Agents",
    author = "Dai, Zijie  and
      Deng, Shiyuan  and
      Guan, Sheng  and
      Tian, Yizhou  and
      Yao, Xin  and
      Yan, Xiao  and
      Cheng, James",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1619/",
    pages = "32353--32376",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-comments,
    title = "Let the Comments Speak: A Multi-Agent Framework based on Large Language Model for Comment-Guided Code Refactoring",
    author = "Wang, Zixuan  and
      Yu, Wutong  and
      Zhou, Deyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1620/",
    pages = "32377--32393",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{deng-etal-2026-adaptime,
    title = "{A}dap{T}ime: Enabling Adaptive Temporal Reasoning in Large Language Models",
    author = "Deng, Yimin  and
      Wang, Yejing  and
      Lin, Zhenxi  and
      Fu, Zichuan  and
      Zhao, Guoshuai  and
      Xu, Derong  and
      Zheng, Yefeng  and
      Zhao, Xiangyu  and
      Wu, Xian  and
      Zhu, Li  and
      Qian, Xueming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1621/",
    pages = "32394--32409",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lee-choi-2026-hierarchical,
    title = "Hierarchical Representation Alignment Learning of Diffusion Transformers for Neural Audio Codec",
    author = "Lee, Sang-Hoon  and
      Choi, Ha-Yeong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1622/",
    pages = "32410--32426",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-cov,
    title = "{C}o{V}: Chain-of-View Prompting for Spatial Reasoning",
    author = "Zhao, Haoyu  and
      Liu, Akide  and
      Zhang, Zeyu  and
      Wang, Weijie  and
      Chen, Feng  and
      Zhu, Ruihan  and
      Haffari, Gholamreza  and
      Zhuang, Bohan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1623/",
    pages = "32427--32440",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{petkar-etal-2026-graph,
    title = "A Graph Talks, But Who{'}s Listening? Rethinking Evaluations for Graph-Language Models",
    author = "Petkar, Soham  and
      K, Hari Aakash  and
      Vempati, Anirudh  and
      Sinha, Akshit  and
      Kumaraguru, Ponnurangam  and
      Agarwal, Chirag",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1624/",
    pages = "32441--32462",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-rejection,
    title = "Rejection-to-Acceptance Transition: Model Editing-Based Jailbreak Backdoor Injection Not Limited to Few Output Tokens",
    author = "Yang, Shiji  and
      Cai, Min  and
      Xiong, Hao  and
      Mei, Congyao  and
      Zou, Haodong  and
      Tan, Shicheng  and
      Chen, Jie  and
      Qian, Fulan  and
      Zhao, Shu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1625/",
    pages = "32463--32477",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-oussalah-2026-causal,
    title = "Causal Evidence Extraction and Triangulation in Crisis Reports using Large Language Models: A {R}elief{W}eb-based Study",
    author = "Zhang, Yuanjun  and
      Oussalah, Mourad",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1626/",
    pages = "32478--32491",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{maraia-etal-2026-sounding,
    title = "Sounding vs. Being an Expert: Disentangling Authority, Register and Cultural Impact in Sycophantic {LLM}s",
    author = "Maraia, Gabriele  and
      Zanzotto, Fabio Massimo  and
      Ranaldi, Leonardo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1627/",
    pages = "32492--32508",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-datamart,
    title = "Datamart-Agent: {LLM}-Driven Game-Theoretic Agent for Data Marketplace Modeling",
    author = "Wu, Pangjing  and
      Chen, Peter Q.  and
      Li, Xiaodong  and
      Fan, Wenqi  and
      Qing, Li",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1628/",
    pages = "32509--32531",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-etal-2026-multi-drafter,
    title = "Multi-Drafter Speculative Decoding with Alignment Feedback",
    author = "Kim, Taehyeon  and
      Jung, Hojung  and
      Yun, Se-Young",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1629/",
    pages = "32532--32573",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{schmidt-etal-2026-probabilistic,
    title = "Probabilistic Depression Detection from Textual Time Series",
    author = "Schmidt, Fabian  and
      Ravan, Seyedehmoniba  and
      Vlassov, Vladimir",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1630/",
    pages = "32574--32589",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{rotman-etal-2026-distilling,
    title = "Distilling Examples into Task Instructions: Enhanced In-Context Learning for Real-World {B}2{B} Conversations",
    author = "Rotman, Guy  and
      Kopilov, Adi  and
      Zalmanson, Danit Berger  and
      Allouche, Omri",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1631/",
    pages = "32590--32613",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{brahma-etal-2026-multilingual,
    title = "Multilingual Tokenization through the Lens of {I}ndian Languages: Challenges and Insights",
    author = "Brahma, Maharaj  and
      Karthika, N J  and
      Verma, Rajat  and
      Naidu, Nagasai Saketh  and
      Saluja, Rohit  and
      Desarkar, Maunendra Sankar  and
      Ramakrishnan, Ganesh",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1632/",
    pages = "32614--32632",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-trimtokenator,
    title = "{T}rim{T}okenator: Towards Adaptive Visual Token Pruning for Large Multimodal Models",
    author = "Zhang, Hao  and
      Mengsi, Lyu  and
      He, Chenrui  and
      Ao, Yulong  and
      Lin, Yonghua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1633/",
    pages = "32633--32650",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{bai-etal-2026-ttvs,
    title = "{TTVS}: Boosting Self-Exploring Reinforcement Learning via Test-time Variational Synthesis",
    author = "Bai, Sikai  and
      Li, Haoxi  and
      Zhang, Jie  and
      Liu, Yongjiang  and
      Guo, Song",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1634/",
    pages = "32651--32665",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{corallo-papotti-2026-parallel,
    title = "Parallel Context-of-Experts Decoding for Retrieval Augmented Generation",
    author = "Corallo, Giulio  and
      Papotti, Paolo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1635/",
    pages = "32666--32676",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ding-etal-2026-llatisa,
    title = "{LL}a{T}i{SA}: Towards Difficulty-Stratified Time Series Reasoning from Visual Perception to Semantics",
    author = "Ding, Yueyang  and
      Zhang, HaoPeng  and
      Dai, Rui  and
      Wang, Yi  and
      Zong, Tianyu  and
      Liu, Kaikui  and
      Chu, Xiangxiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1636/",
    pages = "32677--32717",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{moon-lim-2026-needlechain,
    title = "{N}eedle{C}hain: Measuring Intact Context Comprehension Capability of Large Language Models",
    author = "Moon, Hyeonseok  and
      Lim, Heuiseok",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1637/",
    pages = "32718--32730",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cao-etal-2026-scores,
    title = "From Scores to Preferences: Redefining Evaluation Paradigm for Speech Quality Reward Modeling",
    author = "Cao, Yifei  and
      Jiang, Changhao  and
      Zhuang, Jiabao  and
      Sun, Jiajun  and
      Zhang, Ming  and
      Xi, Zhiheng  and
      Li, Hui  and
      Dou, Shihan  and
      Wang, Yuran  and
      Zhang, Yunke  and
      Ji, Tao  and
      Gui, Tao  and
      Zhang, Qi  and
      Huang, Xuanjing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1638/",
    pages = "32731--32749",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{das-etal-2026-find,
    title = "{FIND}: Toward Multimodal Financial Reasoning and Question Answering for {I}ndic Languages",
    author = "Das, Sarmistha  and
      Vishal, Vaibhav  and
      Ahmad, Syed Ibrahim  and
      Saha, Sriparna  and
      Gupta, Manish",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1639/",
    pages = "32750--32770",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sheng-etal-2026-think,
    title = "Think Smart, Not Hard: Difficulty Adaptive Reasoning for Large Audio Language Models",
    author = "Sheng, Zhichao  and
      Zhou, Shilin  and
      Gong, Chen  and
      Li, Zhenghua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1640/",
    pages = "32771--32790",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shrestha-etal-2026-large,
    title = "Can Large Language Models Infer Human Actions and Motives? Evaluation in Social Prediction and Inspection Games",
    author = "Shrestha, Kaleen  and
      Gupta, Abhinav  and
      Dukkipati, Harish  and
      Shi, Zhonghao  and
      Mataric, Maja",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1641/",
    pages = "32791--32803",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{saparkhan-etal-2026-self,
    title = "Self-Consistency from Only Two Samples: {C}o{T}{--}{P}o{T} Ensembling for Efficient {LLM} Reasoning",
    author = "Saparkhan, Raman  and
      Hawasly, Majd  and
      Parvez, Md Rizwan  and
      Raza, Mohammad",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1642/",
    pages = "32804--32839",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hu-etal-2026-zoomrag,
    title = "{Z}oom{RAG}: Hierarchical Random-walk Zooming across Multi-scale Information Graphs for Fast and Accurate {RAG}",
    author = "Hu, Xianming  and
      Chen, Jingyang  and
      Tang, Bin  and
      Liu, Yihe  and
      Huang, Yihong  and
      Zhao, Hongbo  and
      Chen, Nuoyi  and
      Zhang, Jie  and
      Li, Ping  and
      Zhang, Kai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1643/",
    pages = "32840--32859",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{mellgren-etal-2026-training,
    title = "Training Language Models to Use {P}rolog as a Tool",
    author = "Mellgren, Niklas  and
      Schneider-Kamp, Peter  and
      Poech, Lukas Galke",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1644/",
    pages = "32860--32880",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{mohapatra-etal-2026-frame,
    title = "Frame of Reference: Addressing the Challenges of Common Ground Representation in Situational Dialogs",
    author = "Mohapatra, Biswesh  and
      Charlot, Th{\textbackslash}'eo  and
      Duca, Giovanni  and
      Palan, Mayank  and
      Romary, Laurent  and
      Cassell, Justine",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1645/",
    pages = "32881--32903",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{deng-etal-2026-multidx,
    title = "{M}ulti{D}x: A Multi-Source Knowledge Integration Framework towards Diagnostic Reasoning",
    author = "Deng, Yimin  and
      Lin, Zhenxi  and
      Wang, Yejing  and
      Zhao, Guoshuai  and
      Jia, Pengyue  and
      Fu, Zichuan  and
      Xu, Derong  and
      Zheng, Yefeng  and
      Zhao, Xiangyu  and
      Zhu, Li  and
      Wu, Xian  and
      Qian, Xueming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1646/",
    pages = "32904--32921",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sun-etal-2026-training,
    title = "Training Verifier to Assessing Complex Real-World Tool-Use Trajectories",
    author = "Sun, Linzhuang  and
      Chen, Mingyang  and
      Liang, Hao  and
      Li, Tianpeng  and
      Yijie, Zhou  and
      Zhu, Chenzheng  and
      Guo, Tianyu  and
      Zhang, Huanyao  and
      Wei, Jingxuan  and
      Yu, Bihui  and
      Yang, Fan  and
      Zhang, Wentao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1647/",
    pages = "32922--32936",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-hyperadalora,
    title = "{H}yper{A}da{L}o{RA}: Accelerating {L}o{RA} Rank Allocation During Training via Hypernetworks without Sacrificing Performance",
    author = "Zhang, Hao  and
      Li, Zhenjia  and
      Gao, Yifan  and
      Xiao, Xi  and
      Zhang, Heng  and
      Zhang, Shuyang  and
      Xiaoxincc  and
      Huang, Bo  and
      Wu, Yuhang  and
      Wang, Tianyang  and
      Xu, Hao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1648/",
    pages = "32937--32949",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yoon-etal-2026-consensus,
    title = "{C}on{S}ensus: Multi-Agent Collaboration for Multimodal {S}ensing",
    author = "Yoon, Hyungjun  and
      Malekzadeh, Mohammad  and
      Lee, Sung-Ju  and
      Kawsar, Fahim  and
      Qendro, Lorena",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1649/",
    pages = "32950--32969",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-beyond-high,
    title = "Beyond High-Entropy Exploration: Correctness-Aware Low-Entropy Segment-Based Advantage Shaping for Reasoning {LLM}s",
    author = "Chen, Xinzhu  and
      Li, Xuesheng  and
      Sun, Zhongxiang  and
      Yu, Weijie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1650/",
    pages = "32970--32984",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shin-etal-2026-graphmind,
    title = "{G}raph{M}ind: {LLM}s as Dynamic Knowledge Builders for Sequential Decision-Making",
    author = "Shin, Sunguk  and
      Lee, Hayeong  and
      Seo, Jun Ho  and
      Lee, Jinho  and
      Kim, Myunsoo  and
      Chang, Minsuk  and
      Lee, Byung-Jun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1651/",
    pages = "32985--33007",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{guo-etal-2026-eet,
    title = "{EET}: Experience-Driven Early Termination for Cost-Efficient Software Engineering Agents",
    author = "Guo, Yaoqi  and
      Xiao, Ying  and
      Zhang, Jie M.  and
      Harman, Mark  and
      Lou, Yiling  and
      Liu, Yang  and
      Chen, Zhenpeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1652/",
    pages = "33008--33024",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cao-etal-2026-fundamental,
    title = "Fundamental Reasoning Paradigms Induce Out-of-Domain Generalization in Language Models",
    author = "Cao, Mingzi  and
      Tan, Xingwei  and
      Akhter, Mahmud Elahi  and
      Valentino, Marco  and
      Liakata, Maria  and
      Wang, Xi  and
      Aletras, Nikolaos",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1653/",
    pages = "33025--33046",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sun-etal-2026-rethinking,
    title = "Rethinking Text-to-{SQL}: Dynamic Multi-turn {SQL} Interaction for Real-world Database Exploration",
    author = "Sun, Linzhuang  and
      Guo, Tianyu  and
      Liang, Hao  and
      Liu, Ruitong  and
      Li, Yuying  and
      Cai, Qifeng  and
      Wei, Jingxuan  and
      Wu, Yuchen  and
      Yu, Bihui  and
      Zhang, Xiangxiang  and
      Zhang, Wentao  and
      Cui, Bin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1654/",
    pages = "33047--33069",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-logitspec,
    title = "{L}ogit{S}pec: Accelerating Retrieval-based Speculative Decoding via Next Next Token Speculation",
    author = "Liu, Tianyu  and
      Lv, Qitan  and
      Li, Hao  and
      Gao, Xing  and
      Sun, Xiao  and
      Sun, Xiaoyan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1655/",
    pages = "33070--33092",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-answering,
    title = "Answering Cross-Dimensional Geometric Visual Questions by Multi-constraint Spatial Reasoning",
    author = "Li, Dongling  and
      Chen, Qi  and
      Yu, Jianxing  and
      Lai, Hanjiang  and
      Rao, Yanghui  and
      Chen, Wenqing  and
      Yin, Jian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1656/",
    pages = "33093--33111",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-sudokufill,
    title = "{S}udoku{F}ill: A Multi-Agent Progressive Filling Framework for Document-Level Scientific Information Extraction",
    author = "Li, Yang  and
      Wang, Yajiao  and
      Zhang, Yu  and
      Zhang, Yuanzhe  and
      Hu, Maodi  and
      Zhang, Mengting  and
      Sun, Xi  and
      Yue, Hua  and
      Zhang, Zhixiong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1657/",
    pages = "33112--33138",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ji-etal-2026-emergent,
    title = "Emergent Relational Order in {LLM} Agent Societies: From Collective Affect to Authority Stratification",
    author = "Ji, Zhiyuan  and
      Chen, Xinyu  and
      Dai, Ziqi  and
      Tang, Shiyun  and
      Wei, Chunyu  and
      Chen, Yueguo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1658/",
    pages = "33139--33175",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hu-etal-2026-vcb,
    title = "{VCB} Bench: An Evaluation Benchmark for Audio-Grounded Large Language Model Conversational Agents",
    author = "Hu, Jiliang  and
      Wang, Wenfu  and
      Li, Zuchao  and
      Li, Chenxing  and
      Zhao, Yiyang  and
      Li, Hanzhao  and
      Zhang, Liqiang  and
      Yu, Meng  and
      Yu, Dong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1659/",
    pages = "33176--33200",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tang-etal-2026-llm,
    title = "{LLM}-{FK}: Multi-Agent {LLM} Reasoning for Foreign Key Detection in Large-Scale Complex Databases",
    author = "Tang, Zijian  and
      Zhang, Ying  and
      Cai, Sibo  and
      Wang, Ruoxuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1660/",
    pages = "33201--33228",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{das-etal-2026-meaning,
    title = "When Meaning Travels: A Granular Lens on Hybrid-{M}o{E}{'}s Role in Idiomatic Understanding for Language Models",
    author = "Das, Sarmistha  and
      Vishal, Vaibhav  and
      Guha, Shreyas  and
      Ali, Amaan  and
      Pasupa, Kitsuchart  and
      Saha, Sriparna",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1661/",
    pages = "33229--33245",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{fang-etal-2026-intentcoding,
    title = "{I}ntent{C}oding: Amplifying User Intent in Code Generation",
    author = "Fang, Zheng  and
      Dong, Yihong  and
      Mou, Lili  and
      Jin, Dongming  and
      Jin, Zhi  and
      Li, Ge",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1662/",
    pages = "33246--33261",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{abdullahi-etal-2026-ubuntuguard,
    title = "{U}buntu{G}uard: A Culturally-Grounded Policy Benchmark for Equitable {AI} Safety in {A}frican Languages.",
    author = "Abdullahi, Tassallah  and
      Mgonzo, Macton  and
      Oduwole, Mardiyyah  and
      Okewunmi, Paul  and
      Owodunni, Abraham Toluwase  and
      Singh, Ritambhara  and
      Eickhoff, Carsten",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1663/",
    pages = "33262--33276",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{silva-etal-2026-microclip,
    title = "micro{CLIP}: Unsupervised {CLIP} Adaptation via Coarse-Fine Token Fusion for Fine-Grained Image Classification",
    author = "Silva, Sathira  and
      Ali, Eman  and
      Arora, Chetan  and
      Khan, Muhammad Haris",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1664/",
    pages = "33277--33294",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hoeken-etal-2026-prompting,
    title = "Prompting Across Time: Evaluating {LLM}s on Historical and Contemporary Offensive Language",
    author = "Hoeken, Sanne  and
      Spliethoff, Sophie Jasmin  and
      Schwandt, Silke  and
      Alacam, {\textbackslash}{''}Ozge  and
      Zarrie{\{}{\textbackslash}ss{\}}, Sina",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1665/",
    pages = "33295--33314",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhengyuan-etal-2026-ldede,
    title = "{LDEDE}: {LRP}-Driven Efficient Detection and Editing Framework for {LLM} Privacy Neurons",
    author = "Zhengyuan, Zhao  and
      Lifeng, Cao  and
      Sunhaodong  and
      Haotian, Shi  and
      Xuehui, Du  and
      Aodi, Liu  and
      Lanjie, Niu  and
      Xiaocheng, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1666/",
    pages = "33315--33329",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{park-etal-2026-chimera,
    title = "Chimera: Compositional Jailbreak Attacks on {LLM}s via Judgment-Driven Search over Heterogeneous Strategies",
    author = "Park, Leo Hyun  and
      Cho, Juwon  and
      Kim, Gyuhwan  and
      Yeo, YoonDong  and
      Kwon, Taekyoung",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1667/",
    pages = "33330--33355",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{trhl-i-k-etal-2026-bias,
    title = "Bias Dynamics in {B}aby{LM}s: Towards a Compute-Efficient Sandbox for Democratising Pre-Training Debiasing",
    author = "Trhl{\{}{\textbackslash}'{\textbackslash}i{\}}k, Filip  and
      Caines, Andrew  and
      Buttery, Paula",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1668/",
    pages = "33356--33377",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xiong-etal-2026-puzzleclone,
    title = "{P}uzzle{C}lone: A {DSL}-Powered Framework for Synthesizing Verifiable Data",
    author = "Xiong, Kai  and
      Huang, Yanwei  and
      Zhang, Rongjunchen  and
      Chen, Kun  and
      WU, Haipang  and
      Wu, Yingcai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1669/",
    pages = "33378--33404",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{duan-etal-2026-automated,
    title = "Automated Knowledge Component Generation and Interpretable Knowledge Tracing in Coding Problems",
    author = "Duan, Zhangqi  and
      Fernandez, Nigel  and
      Narayanan, Arun Balajiee Lekshmi  and
      Hassany, Mohammad  and
      de Alencar, Rafaella Sampaio  and
      Brusilovsky, Peter  and
      Akram, Bita  and
      Lan, Andrew",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1670/",
    pages = "33405--33423",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{merdjanovska-etal-2026-evaluation,
    title = "Evaluation Pitfalls and Sparsity Limitations in {LLM}-based Confidence Estimates for Classification",
    author = "Merdjanovska, Elena  and
      Zaidan, Omar  and
      R{\textbackslash}{''}uckl{\textbackslash}'e, Andreas",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1671/",
    pages = "33424--33435",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hyeon-etal-2026-mata,
    title = "{MATA}: Multi-Agent Framework for Reliable and Flexible Table Question Answering",
    author = "Hyeon, Sieun  and
      Oh, Jusang  and
      Cho, Sunghwan Steve  and
      Do, Jaeyoung",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1672/",
    pages = "33436--33476",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-hallucination,
    title = "Hallucination Detection in Long-Form Text Generated by {LLM}s: A Benchmark and a Hyper-Relational Knowledge Graph Approach",
    author = "Li, Zituo  and
      Chen, Guangzhou  and
      Sun, Jianbin  and
      Song, Qi  and
      Kewei, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1673/",
    pages = "33477--33494",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jia-etal-2026-intelligent,
    title = "Can Intelligent Agents Revolutionize Scale Generation?",
    author = "Jia, Chenghao  and
      Yuan, Zhitao  and
      Zong, Zhaokang  and
      Yin, YiFei  and
      Chen, Zhe  and
      Lan, Man  and
      Wu, Shengjun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1674/",
    pages = "33495--33522",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lovering-etal-2026-finding,
    title = "On Finding Inconsistencies in Documents",
    author = "Lovering, Charles  and
      Ebner, Seth  and
      Smock, Brandon  and
      Krumdick, Michael  and
      Rabbani, Muhammad Saad  and
      Muhammad, Ahmed  and
      Reddy, Varshini  and
      Tanner, Chris",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1675/",
    pages = "33523--33564",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-towards-preference,
    title = "Towards Preference Following in Tool Calling Language Agents",
    author = "Chen, Zhi-Yuan  and
      Lu, Siyu  and
      Xie, Qianlong  and
      Wang, Xingxing  and
      Lin, Yankai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1676/",
    pages = "33565--33581",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{park-etal-2026-resql,
    title = "{R}e{SQL}: Self-Improving Framework for Reasoning-Aware Text-to-{SQL} Dataset Generation",
    author = "Park, Minjun  and
      Seong, Yongju  and
      Sim, Myoseop  and
      Min, Kyungkoo  and
      Choi, Stanley Jungkyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1677/",
    pages = "33582--33602",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{herron-etal-2026-identifying,
    title = "Identifying and typifying demographic unfairness in phoneme-level embeddings of self-supervised speech recognition models",
    author = "Herron, Felix  and
      Rossato, Solange  and
      Allauzen, Alexandre  and
      Portet, Fran{\textbackslash}c{\{}c{\}}ois",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1678/",
    pages = "33603--33620",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-molsafeeval,
    title = "{M}ol{S}afe{E}val: A Benchmark for Uncovering Safety Risks in {AI}-Generated Molecules",
    author = "Xu, Tong  and
      Cao, Xinzhe  and
      Zhu, Zhihui  and
      Ding, Keyan  and
      Chen, Huajun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1679/",
    pages = "33621--33648",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{patel-etal-2026-dynamic,
    title = "Dynamic Tool Dependency Retrieval for Lightweight Function Calling",
    author = "Patel, Bhrij  and
      Belli, Davide  and
      Jalalirad, Amir  and
      Arnold, Maximilian  and
      Ermolov, Aleksandr  and
      Major, Bence",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1680/",
    pages = "33649--33672",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hartmann-etal-2026-audit,
    title = "Audit Me If You Can: Query-Efficient Active Fairness Auditing of Black-Box {LLM}s",
    author = "Hartmann, David  and
      Pohlmann, Lena  and
      Hanslik, Lelia  and
      Gie{\{}{\textbackslash}ss{\}}ing, Noah  and
      Berendt, Bettina  and
      Delobelle, Pieter",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1681/",
    pages = "33673--33698",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-mending,
    title = "Mending the Holes: Mitigating Reward Hacking in Reinforcement Learning for Multilingual Translation",
    author = "Liu, Yifeng  and
      Ouyang, Siqi  and
      R, Yatish H  and
      Li, Lei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1682/",
    pages = "33699--33723",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-medcoach,
    title = "{M}ed{C}oach: Enhancing Medical Reasoning in {LLM}s via Knowledge Graph-Augmented Chain-of-Thought Distillation",
    author = "Li, Chuan  and
      Lyu, Ye  and
      Wang, Chengyu  and
      Fan, Mingyuan  and
      Chen, Cen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1683/",
    pages = "33724--33743",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-pru,
    title = "Pru-{C}o{T}: Towards Efficient Reasoning Distillation via Pruning Chain-of-Thought",
    author = "Liu, Han  and
      Ma, Shuotian  and
      Li, Hui  and
      Zhang, Xiaotong  and
      Ma, Fenglong  and
      Yu, Hong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1684/",
    pages = "33744--33756",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lin-etal-2026-curriculum,
    title = "Curriculum-{RLAIF}: Curriculum Alignment with Reinforcement Learning from {AI} Feedback",
    author = "Lin, Jiaye  and
      Li, Mengdi  and
      Zhao, Xufeng  and
      Lu, Wenhao  and
      Zhao, Peilin  and
      Wermter, Stefan  and
      Wang, Di",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1685/",
    pages = "33757--33777",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{su-etal-2026-query,
    title = "Query-Focused Individual Simulation with Progressive Persona Completion",
    author = "SU, Weiwen  and
      Yoshinaga, Naoki  and
      Toyoda, Masashi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1686/",
    pages = "33778--33792",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-vida,
    title = "{VIDA}: A Visual Intent-driven Design Assistant for Proactive Multimodal Clarification",
    author = "Liu, Yanshan  and
      Zhang, Hongbo  and
      Sun, Zhen  and
      Wei, Jiaheng  and
      Wu, Kaishun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1687/",
    pages = "33793--33804",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-deepsynth,
    title = "{D}eep{S}ynth-Eval: Objectively Evaluating Information Consolidation in Deep Survey Writing",
    author = "Zhang, Hongzhi  and
      Hu, Yuanze  and
      Zhang, Tinghai  and
      Fu, Jia  and
      Wang, Tao  and
      Jing, Junwei  and
      Fan, Zhaoxin  and
      Bi, Wei  and
      Tang, Ruiming  and
      Li, Han  and
      Zhou, Guorui  and
      Gai, Kun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1688/",
    pages = "33805--33822",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{elbouanani-etal-2026-scalable,
    title = "A Scalable Entity-Based Framework for Auditing Bias in Large Language Models",
    author = "Elbouanani, Akram  and
      Tuo, Aboubacar  and
      Popescu, Adrian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1689/",
    pages = "33823--33852",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cao-etal-2026-higmem,
    title = "{H}i{GM}em: A Hierarchical and {LLM}-Guided Memory System for Long-Term Conversational Agents",
    author = "Cao, Shuqi  and
      He, Jingyi  and
      Tan, Fei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1690/",
    pages = "33853--33862",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{volovikova-etal-2026-self,
    title = "Self-Guided Plan Extraction for Instruction-Following Tasks with Goal-Conditional Reinforcement Learning",
    author = "Volovikova, Zoya  and
      Sorokin, Nikita  and
      Lukashevskiy, Dmitriy  and
      Panov, Aleksandr  and
      Skrynnik, Alexey",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1691/",
    pages = "33863--33882",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-adaptive,
    title = "Adaptive Prompt Optimization for Open-Ended Tasks: Uncertainty Preference as a Secondary Signal",
    author = "Zhang, Shuyang  and
      Liu, Zhixuan  and
      Dong, Zhichen  and
      Zhang, Hao  and
      Lu, Chaochao  and
      Yang, Chao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1692/",
    pages = "33883--33891",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{park-etal-2026-dplora,
    title = "{DPL}o{RA}: A Dual-Pruning Framework based on {ILP} Optimization and Progressive Pruning for Parameter-Efficient {L}o{RA} Fine-Tuning",
    author = "Park, Changjun  and
      Yoon, Sejong  and
      Kim, Jaekwang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1693/",
    pages = "33892--33908",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhu-etal-2026-demystifying,
    title = "Demystifying Multi-Agent Debate: The Role of Confidence and Diversity",
    author = "Zhu, Xiaochen  and
      Zhang, Caiqi  and
      Chi, Yizhou  and
      Stafford, Tom  and
      Collier, Nigel  and
      Vlachos, Andreas",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1694/",
    pages = "33909--33930",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shin-etal-2026-roleconflictbench,
    title = "{R}ole{C}onflict{B}ench: A Benchmark of Role Conflict Scenarios for Evaluating {LLM}s' Contextual Sensitivity",
    author = "Shin, Jisu  and
      Song, Hoyun  and
      Oh, Juhyun  and
      Ko, Changgeon  and
      Kim, Eunsu  and
      Jung, Chani  and
      Oh, Alice",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1695/",
    pages = "33931--33964",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-rbtact,
    title = "{R}bt{A}ct: Rebuttal as Supervision for Actionable Review Feedback Generation",
    author = "Wu, Sihong  and
      Ma, Yiling  and
      Zhao, Yilun  and
      Hu, Tiansheng  and
      Jiang, Owen  and
      Patwardhan, Manasi  and
      Cohan, Arman",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1696/",
    pages = "33965--33992",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{he-etal-2026-grokking,
    title = "Is Grokking Worthwhile? Functional Analysis and Transferability of Generalization Circuits in Transformers",
    author = "He, Kaiyu  and
      Zhang, Mian  and
      Wu, Peilin  and
      Du, Xinya  and
      Chen, Zhiyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1697/",
    pages = "33993--34001",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-20,
    title = "When 20 Agents Fail to Sort: The Distributed Sorting Benchmark for Scalable Multi-Agent Systems",
    author = "Yang, Xin  and
      Wang, Junhao  and
      Tang, Bintao  and
      Cheng, Xuxin  and
      Liu, Cao  and
      Zeng, Ke  and
      Jiang, Wenyuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1698/",
    pages = "34002--34021",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{james-etal-2026-rigourate,
    title = "{RIGOURATE}: Quantifying Scientific Exaggeration with Evidence-Aligned Claim Evaluation",
    author = "James, Joseph  and
      Xiao, Chenghao  and
      Li, Yucheng  and
      Moosavi, Nafise Sadat  and
      Lin, Chenghua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1699/",
    pages = "34022--34043",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{bai-etal-2026-glance,
    title = "Glance-or-Gaze: Incentivizing {LMM}s to Adaptively Focus Search via Reinforcement Learning",
    author = "Bai, Hongbo  and
      Zhou, Yujin  and
      Wu, Yile  and
      Chan, Chi-Min  and
      Wen, Pengcheng  and
      Pan, Kunhao  and
      Han, Sirui  and
      Guo, Yike",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1700/",
    pages = "34044--34062",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kwon-etal-2026-forgetting,
    title = "Before Forgetting, Learn to Remember: Revisiting Foundational Learning Failures in {LVLM} Unlearning Benchmarks",
    author = "Kwon, Junehyoung  and
      Kim, MiHyeon  and
      Lee, Eunju  and
      Yun, JungMin  and
      Lim, Byeonggeuk  and
      Kim, YoungBin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1701/",
    pages = "34063--34079",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{garg-etal-2026-investigating,
    title = "Investigating Links between Illicit Massage Businesses through Natural Language Processing and Graph Machine Learning",
    author = "Garg, Vasuki  and
      Ozaltin, Osman  and
      Mayorga, Maria  and
      Caltagirone, Sherrie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1702/",
    pages = "34080--34096",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-luo-2026-toporag,
    title = "{T}opo{RAG}: Graph-based {RAG} via Topology-aware Approximate Nearest Neighbor Search",
    author = "Wu, Tianhao  and
      Luo, Siqiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1703/",
    pages = "34097--34108",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{vargas-etal-2026-self,
    title = "Self-Explaining Hate Speech Detection with Moral Rationales",
    author = "Vargas, Francielle  and
      Trager, Jackson  and
      Alves, Diego  and
      Guida, Matteo  and
      Thapa, Surendrabikram  and
      At{\{}{\textbackslash}i{\}}l, Berk  and
      Dementieva, Daryna  and
      Smart, Andrew J  and
      Agrawal, Ameeta",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1704/",
    pages = "34109--34131",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-principled,
    title = "Principled Detection of Hallucinations in Large Language Models via Multiple Testing",
    author = "Li, Jiawei  and
      Magesh, Akshayaa  and
      Veeravalli, Venugopal",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1705/",
    pages = "34132--34145",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ryu-yanaka-2026-vision,
    title = "What Do Vision{--}Language Models Encode for Personalized Image Aesthetics Assessment?",
    author = "Ryu, Koki  and
      Yanaka, Hitomi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1706/",
    pages = "34146--34167",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{est-eve-etal-2026-diversity,
    title = "A Diversity Diet for a Healthier Model: A Case Study of {F}rench {M}odern{BERT}",
    author = "Est{\textbackslash}`eve, Louis  and
      Servan, Christophe  and
      Lavergne, Thomas  and
      Savary, Agata",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1707/",
    pages = "34168--34181",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gao-etal-2026-language,
    title = "Is Your Language Model Ready for Monetization Decisions?",
    author = "Gao, Jialu  and
      Li, Hua  and
      Ortman, Tracy  and
      Gong, Yeyun  and
      Jiao, Jian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1708/",
    pages = "34182--34200",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chai-etal-2026-activation,
    title = "Activation Reward Models for Few-Shot Model Alignment",
    author = "Chai, Tianning  and
      Mitra, Chancharik  and
      Huang, Brandon  and
      Gare, Gautam Rajendrakumar  and
      Lin, Zhiqiu  and
      Arbelle, Assaf  and
      Karlinsky, Leonid  and
      Feris, Rogerio  and
      Darrell, Trevor  and
      Ramanan, Deva  and
      Herzig, Roei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1709/",
    pages = "34201--34217",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sy-etal-2026-cross,
    title = "Cross-lingual Matryoshka Representation Learning across Speech and Text",
    author = "SY, Yaya  and
      Doucour{\textbackslash}'e, Dioula  and
      Cerisara, Christophe  and
      Illina, Irina",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1710/",
    pages = "34218--34228",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tang-etal-2026-trace,
    title = "{TRACE}: Two-Phase {RL} for Causal Graph Exploration and Deeper Psychological Intervention in Dynamic Counseling Scenarios",
    author = "Tang, Shilin  and
      Yin, Zunyi  and
      Liang, Xuefeng  and
      Shi, Guanghui  and
      Tong, Song  and
      Guangyu, Chen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1711/",
    pages = "34229--34260",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{osuji-etal-2026-llm,
    title = "{LLM} Multi-Agent Systems for Long Triple Set Data-to-Text Generation",
    author = "Osuji, Chinonso Cynthia  and
      Mille, Simon  and
      Andrade, Mark  and
      Adkins, Jane  and
      O'Connell, Ornait  and
      Dhonnchadha, Elaine U{\{}{\textbackslash}'{\textbackslash}i{\}}  and
      Heffernan, Bl{\textbackslash}'aith{\{}{\textbackslash}'{\textbackslash}i{\}}n  and
      tSaoir, F{\{}{\textbackslash}'{\textbackslash}i{\}}rinne Nic an  and
      Belz, Anya  and
      Ferreira, Thiago Castro  and
      Davis, Brian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1712/",
    pages = "34261--34275",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{touchent-etal-2026-biomed,
    title = "Biomed-Enriched: Data-Efficient Biomedical Pretraining via Paragraph-Level Annotation",
    author = "Touchent, Rian  and
      Godey, Nathan  and
      de la Clergerie, {\textbackslash}'Eric Villemonte",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1713/",
    pages = "34276--34287",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-identifying,
    title = "Identifying the Achilles' Heel: An Iterative Method for Uncovering Factual Errors in Large Language Models",
    author = "Wang, Wenxuan  and
      Chan, Yuk-Kit  and
      Ling, Zixuan  and
      Juluan, Shi  and
      Yuan, Youliang  and
      Huang, Jen-tse  and
      Zhang, Yifei  and
      Jiao, Wenxiang  and
      Tu, Zhaopeng  and
      Lyu, Michael R.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1714/",
    pages = "34288--34309",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tang-etal-2026-probing,
    title = "Probing the Plasticity and Correlation of {LLM} Value Systems: {LLM} Value Rankings are Not Stable",
    author = "Tang, Zhenheng  and
      Pan, Qihua  and
      Shen, Jingya  and
      Liu, Xiang  and
      Wang, Qian  and
      Li, Bo  and
      Chu, Xiaowen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1715/",
    pages = "34310--34345",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{saeidi-etal-2026-fama,
    title = "{FAMA}: Failure-Aware Meta-Agentic Framework for Open-Source {LLM}s in Interactive Tool Use Environments",
    author = "Saeidi, Amir  and
      Mishra, Venkatesh  and
      Mukhopadhyay, Souradeep  and
      Liu, Gaowen  and
      Payani, Ali  and
      Srinivasa, Jayanth  and
      Baral, Chitta",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1716/",
    pages = "34346--34367",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{phan-etal-2026-beyond,
    title = "Beyond Reasoning Gains: Mitigating General-Capability Forgetting in Large Reasoning Models",
    author = "Phan, Hoang  and
      Yang, Xianjun  and
      Yao, Yuanshun  and
      Zhang, Jingyu  and
      Bi, Shengjie  and
      Tang, Xiaocheng  and
      Khabsa, Madian  and
      Liu, Lijuan  and
      Lei, Deren",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1717/",
    pages = "34368--34398",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-actormind,
    title = "{A}ctor{M}ind: Emulating Human Actor Reasoning for Speech Role-Playing",
    author = "Chen, Xi  and
      Xue, Wei  and
      Guo, Yike",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1718/",
    pages = "34399--34413",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shi-etal-2026-neuronal,
    title = "Neuronal Insights into {LLM} Attacks: Targeted Neuron Tuning for Precise and Robust Vulnerability Patching",
    author = "Shi, Dan  and
      Jin, Renren  and
      Han, Zhuowen  and
      Ren, Yuqi  and
      Wu, Xinwei  and
      Li, Zhigen  and
      Xiong, Deyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1719/",
    pages = "34414--34435",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-ro,
    title = "Ro-{SLM}: Onboard Small Language Models for Robot Task Planning and Operation Code Generation",
    author = "Wang, Wenhao  and
      Li, Yanyan  and
      Jiao, Long  and
      Yuan, Jiawei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1720/",
    pages = "34436--34460",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{k-etal-2026-just,
    title = "Just Use {XML}: Revisiting Joint Translation and Label Projection",
    author = "K, Thennal D  and
      Biemann, Chris  and
      Hatzel, Hans Ole",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1721/",
    pages = "34461--34478",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-cats,
    title = "{C}a{TS}-Bench: Can Language Models Describe Time Series?",
    author = "Zhou, Luca  and
      Yashwante, Pratham  and
      Fisher, Marshall  and
      Sampieri, Alessio  and
      Zhou, Zihao  and
      Galasso, Fabio  and
      Yu, Rose",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1722/",
    pages = "34479--34519",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yu-etal-2026-visual,
    title = "How do Visual Attributes Influence Web Agents? A Comprehensive Evaluation of User Interface Design Factors",
    author = "Yu, Kuai  and
      Yu, Naicheng  and
      Wang, Han  and
      Yang, Rui  and
      Zhang, Huan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1723/",
    pages = "34520--34536",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gan-etal-2026-scaling,
    title = "Scaling Unverifiable Rewards: A Case Study on Visual Insights",
    author = "Gan, Shuyu  and
      Mooney, James  and
      Hao, Pan  and
      Wang, Renxiang  and
      Hong, Mingyi  and
      Wang, Qianwen  and
      Kang, Dongyeop",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1724/",
    pages = "34537--34569",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-silentdrift,
    title = "{S}ilent{D}rift: Exploiting Action Chunking for Stealthy Backdoor Attacks on Vision-Language-Action Models",
    author = "Xu, Bingxin  and
      Shang, Yuzhang  and
      Wang, Binghui  and
      Ferrara, Emilio",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1725/",
    pages = "34570--34582",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-x,
    title = "{X}-ray Made Simple: Lay Radiology Report Generation and Robust Evaluation",
    author = "Zhao, Kun  and
      Xiao, Chenghao  and
      Yan, Sixing  and
      Tang, Haoteng  and
      Cheung, William K.  and
      Al Moubayed, Noura  and
      Zhan, Liang  and
      Lin, Chenghua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1726/",
    pages = "34583--34598",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gao-etal-2026-citations,
    title = "Not All Citations Are Equal:Entropy-Guided Citation Selection for Noise-Resistant Medical {LLM}",
    author = "Gao, Minyu  and
      Xiao, Hanlin  and
      Wang, Ruoyu  and
      Yang, Shuai  and
      Zhang, YeXuan  and
      Wu, Xin  and
      Liu, Xingyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1727/",
    pages = "34599--34615",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gandhi-etal-2026-decomposing,
    title = "Decomposing Unitization and Typing for Efficient and Consistent Span-Bound Concept Annotation",
    author = "Gandhi, Nupoor  and
      Bada, Michael  and
      Strubell, Emma",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1728/",
    pages = "34616--34631",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhu-etal-2026-insighteval,
    title = "{I}nsight{E}val: An Expert-Curated Benchmark for Assessing Insight Discovery in {LLM}-Driven Data Agents",
    author = "Zhu, Zhenghao  and
      Song, Yuanfeng  and
      Chen, Xing  and
      Liu, Chengzhong  and
      Yakun, Cui  and
      Cao, Caleb Chen  and
      Han, Sirui  and
      Guo, Yike",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1729/",
    pages = "34632--34656",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yu-etal-2026-arrowgev,
    title = "{A}rrow{GEV}: Grounding Events in Video via Learning the Arrow of Time",
    author = "Yu, Fangxu  and
      Lu, Ziyao  and
      Niu, Liqiang  and
      Meng, Fandong  and
      Zhou, Jie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1730/",
    pages = "34657--34671",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ojewale-etal-2026-multi,
    title = "Multi-lingual Functional Evaluation for Large Language Models",
    author = "Ojewale, Victor  and
      Raji, Inioluwa Deborah  and
      Venkatasubramanian, Suresh",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1731/",
    pages = "34672--34691",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{luong-chen-2026-lora,
    title = "Why {L}o{RA} Fails to Forget: Regularized Low-Rank Adaptation Against Backdoors in Language Models",
    author = "Luong, Hoang-Chau  and
      Chen, Lingwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1732/",
    pages = "34692--34705",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-boundrl,
    title = "{B}ound{RL}: Efficient Token-level Structured Text Segmentation through Reinforced Boundary Generation",
    author = "Li, Haoyuan  and
      Shen, Zhengyuan  and
      Jeoung, Sullam  and
      Chen, Yueyan  and
      Li, Jiayu  and
      Zhu, Qi  and
      Wang, Shuai  and
      Ioannidis, Vassilis N.  and
      Rangwala, Huzefa",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1733/",
    pages = "34706--34726",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{song-etal-2026-aot,
    title = "{AOT}*: Efficient Synthesis Planning via {LLM}-Empowered {AND}-{OR} Tree Search",
    author = "Song, Xiaozhuang  and
      Pan, Xuanhao  and
      Zhao, Xinjian  and
      Ye, Hangting  and
      Zhang, Shufei  and
      Tang, Jian  and
      Yu, Tianshu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1734/",
    pages = "34727--34758",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{osebe-etal-2026-autosuit,
    title = "{A}uto{SUIT} Bench - Automated Security {U}n{I}t Test Benchmark for {LLM} Coding",
    author = "Osebe, Samuel  and
      Yang, Fan  and
      Li, Junyi  and
      Gu, Yue  and
      Wang, Yongxin  and
      Krishna, Satyapriya  and
      Chang, Kai-Wei  and
      Galstyan, Aram  and
      Gupta, Rahul  and
      Ruan, Weitong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1735/",
    pages = "34759--34783",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shen-etal-2026-anchormem,
    title = "{A}nchor{M}em: Anchored Facts with Associative Contexts for Building Memory in Large Language Models",
    author = "Shen, Zhanyu  and
      Cheng, Sijie  and
      Guo, Zhicheng  and
      Wang, Weiqin  and
      Wang, Yile  and
      Huang, Hui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1736/",
    pages = "34784--34798",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{desai-nair-2026-filling,
    title = "Filling in the Mechanisms: How do {LM}s Learn Filler-Gap Dependencies under Developmental Constraints?",
    author = "Desai, Atrey  and
      Nair, Sathvik",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1737/",
    pages = "34799--34815",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{umeres-cabezudo-2026-pictoeduca,
    title = "{P}icto{E}duca: Building a Dataset for {S}panish Text-to-Pictogram Generation",
    author = "Umeres, Alfonso Manuel Paredes  and
      Cabezudo, Marco Antonio Sobrevilla",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1738/",
    pages = "34816--34828",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{akhtar-etal-2026-hcfd,
    title = "{HCFD}: A Benchmark for Audio Deepfake Detection in Healthcare",
    author = "Akhtar, Mohd Mujtaba  and
      Girish  and
      Singh, Muskaan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1739/",
    pages = "34829--34843",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chirkunov-etal-2026-linear,
    title = "Linear Semantic Segmentation for Low-Resource Spoken Dialects",
    author = "Chirkunov, Kirill  and
      Samih, Younes  and
      Freihat, Abed Alhakim  and
      Aldarmaki, Hanan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1740/",
    pages = "34844--34861",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sakib-etal-2026-thinking,
    title = "Thinking Like a Botanist: Challenging Multimodal Language Models with Intent Driven Chain-of-Inquiry",
    author = "Sakib, Syed Nazmus  and
      Haque, Nafiul  and
      Amin, Shahrear Bin  and
      Abdullah, Hasan Muhammad  and
      Hasan, Md Mehedi  and
      Hossain, Mohammad Zabed  and
      Arman, Shifat E.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1741/",
    pages = "34862--34892",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{pauli-etal-2026-analysing,
    title = "Analysing Differences in Persuasive Language in {LLM}-Generated Text: Uncovering Stereotypical Gender Patterns",
    author = "Pauli, Amalie Brogaard  and
      Barrett, Maria  and
      M{\textbackslash}{''}uller-Eberstein, Max  and
      Augenstein, Isabelle  and
      Assent, Ira",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1742/",
    pages = "34893--34918",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{koul-etal-2026-robust,
    title = "Robust In-Context Selection via Online Learned Position-Corrected Attention",
    author = "Koul, Deeksha  and
      Kumar, Gaurav  and
      Sabale, Yash  and
      Sarawagi, Sunita",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1743/",
    pages = "34919--34930",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{dejl-etal-2026-comprehensiveness,
    title = "Comprehensiveness Metrics for Automatic Evaluation of Factual Recall in Text Generation",
    author = "Dejl, Adam  and
      Barry, James  and
      Pascale, Alessandra  and
      Carnerero-Cano, Javier",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1744/",
    pages = "34931--34966",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-tablevista,
    title = "{T}able{V}ista: Benchmarking Multimodal Table Reasoning under Visual and Structural Complexity",
    author = "Yang, Zheyuan  and
      Shang, Liqiang  and
      Chen, Junjie  and
      Yang, Xun  and
      Xu, Chenglong  and
      Yuan, Bo  and
      Jiao, Chenyuan  and
      Sun, Yaoru  and
      Zhao, Yilun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1745/",
    pages = "34967--34985",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{laskar-etal-2026-lost,
    title = "Lost in Translation: Do {LVLM} Judges Generalize Across Languages?",
    author = "Laskar, Md Tahmid Rahman  and
      Islam, Mohammed Saidul  and
      Nayeem, Mir Tafseer  and
      Bhuiyan, Amran  and
      Rahman, Mizanur  and
      Joty, Shafiq  and
      Hoque, Enamul  and
      Huang, Jimmy",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1746/",
    pages = "34986--35002",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lan-etal-2026-making,
    title = "Making Revisions Understandable: A Survey of Edit Intentions, Methods, and Applications",
    author = "Lan, Fangping  and
      Zhang, Qi  and
      Dragut, Eduard",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1747/",
    pages = "35003--35019",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-gsm,
    title = "{GSM}-Noise: Exploring and Enhancing Large Language Models' Reasoning under Noisy Inputs",
    author = "Zhang, Zhengxin  and
      Huang, Chengyu  and
      Liu, Xufu  and
      Zhao, Dan  and
      Su, Jinyan  and
      Cardie, Claire",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1748/",
    pages = "35020--35045",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-shen-2026-value,
    title = "{VALUE} {ALIGNMENT} {TAX}: Measuring Value Trade-offs in {LLM} Alignment",
    author = "Chen, Jiajun  and
      Shen, Hua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1749/",
    pages = "35046--35069",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{nair-etal-2026-confidence,
    title = "Confidence-Aware Ranker Ensembles for Robust In-Context Knowledge Editing",
    author = "Nair, Tejal  and
      Nafee, Mahmud Wasif  and
      Jiang, Maiqi  and
      Gao, Ashley  and
      Chen, Haipeng  and
      Zhang, Yanfu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1750/",
    pages = "35070--35080",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ge-etal-2026-emsdialog,
    title = "{EMSD}ialog: Synthetic Multi-person Emergency Medical Service Dialogue Generation from Electronic Patient Care Reports via Multi-{LLM} Agents",
    author = "Ge, Xueren  and
      Murtaza, Sahil  and
      Cortez, Anthony  and
      Alemzadeh, Homa",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1751/",
    pages = "35081--35110",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-better,
    title = "Better {LLM} Reasoning via Dual-Play",
    author = "Zhang, Zhengxin  and
      Huang, Chengyu  and
      Li, Aochong Oliver  and
      Cardie, Claire",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1752/",
    pages = "35111--35139",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{singaravadivelan-etal-2026-cobwebtm,
    title = "{C}obweb{TM}: Probabilistic Concept Formation for Lifelong and Hierarchical Topic Modeling",
    author = "Singaravadivelan, Karthik  and
      Gupta, Anant  and
      Wang, Zekun  and
      MacLellan, Christopher J.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1753/",
    pages = "35140--35155",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zuo-etal-2026-adaptive,
    title = "Adaptive Test-Time Compute Allocation with Evolving In-Context Demonstrations",
    author = "Zuo, Bowen  and
      Zhou, Dongruo  and
      Zhu, Yinglun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1754/",
    pages = "35156--35173",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-ccd,
    title = "{CCD}: Mitigating Hallucinations in Radiology {MLLM}s via Clinical Contrastive Decoding",
    author = "Zhang, Xi  and
      Meng, Zaiqiao  and
      Lever, Jake  and
      Ho, Edmond S. L.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1755/",
    pages = "35174--35200",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-large-language,
    title = "Can Large Language Models Adequately Perform Symbolic Reasoning Over Time Series?",
    author = "Liu, Zewen  and
      Ni, Juntong  and
      Tang, Xianfeng  and
      Lau, Max SY  and
      He, Qi  and
      Yin, Wenpeng  and
      Jin, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1756/",
    pages = "35201--35226",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ebert-etal-2026-reading,
    title = "Reading Between the Lines: The One-Sided Conversation Problem",
    author = "Ebert, Victoria  and
      Singh, Rishabh  and
      Chen, Tuochao  and
      Smith, Noah A.  and
      Gollakota, Shyamnath",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1757/",
    pages = "35227--35260",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tu-etal-2026-fico,
    title = "Fico: Evaluating Vision-Language Models under Visual Fidelity and Compression at Scale",
    author = "Tu, Jianhong  and
      Crispino, Nicholas  and
      Montgomery, Kyle  and
      Wang, Chenguang  and
      Song, Dawn",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1758/",
    pages = "35261--35277",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sinha-2026-sycobench,
    title = "{S}yco{B}ench-600: Measuring Sycophancy and Correction Selectivity in {LLM} Assistants",
    author = "Sinha, Debu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1759/",
    pages = "35278--35284",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-calibrating,
    title = "Calibrating Model-Based Evaluation Metrics for Summarization",
    author = "Liu, Hongye  and
      Brahma, Dhanajit  and
      Henao, Ricardo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1760/",
    pages = "35285--35315",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{djuhera-etal-2026-safemerge,
    title = "{S}afe{MERGE}: Preserving Safety Alignment in Fine-Tuned Large Language Models via Selective Layer-Wise Model Merging",
    author = "Djuhera, Aladin  and
      Kadhe, Swanand Ravindra  and
      Ahmed, Farhan  and
      Zawad, Syed  and
      Boche, Holger",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1761/",
    pages = "35316--35335",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-learning-control,
    title = "Learning to Control Summaries with Score Ranking",
    author = "Liu, Hongye  and
      Ding, Liang  and
      Henao, Ricardo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1762/",
    pages = "35336--35359",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gao-etal-2026-raw,
    title = "Raw Pointer Rewriting with {LLM}s for Translating {C} to Safer Rust",
    author = "Gao, Yifei  and
      Wang, Chengpeng  and
      Huang, Pengxiang  and
      Liu, Xuwei  and
      Zheng, Mingwei  and
      Zhang, Xiangyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1763/",
    pages = "35360--35373",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{efat-etal-2026-beyond,
    title = "Beyond Single Plots: A Benchmark for Question Answering on Multi-Charts",
    author = "Efat, Azher Ahmed  and
      Song, Seok Hwan  and
      Tavanapong, Wallapak",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1764/",
    pages = "35374--35411",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{song-etal-2026-assessing,
    title = "Assessing {Y}-Axis Influence: Bias in Multimodal Language Models on Chart-to-Table Translation",
    author = "Song, Seok Hwan  and
      Efat, Azher Ahmed  and
      Tavanapong, Wallapak",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1765/",
    pages = "35412--35430",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{amer-etal-2026-flop,
    title = "{FLOP}-Efficient Training: Early Stopping Based on Test-Time Compute Awareness",
    author = "Amer, Hossam  and
      Dialameh, Maryam  and
      Rajabzadeh, Hossein  and
      Ahmed, Walid  and
      Zhang, Weiwei  and
      Liu, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1766/",
    pages = "35431--35449",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-save,
    title = "Save the Good Prefix: Precise Error Penalization via Process-Supervised {RL} to Enhance {LLM} Reasoning",
    author = "Liu, Haolin  and
      Yu, Dian  and
      Lu, Sidi  and
      Zhou, Yujun  and
      Liu, Rui  and
      Liang, Zhenwen  and
      Mi, Haitao  and
      Wei, Chen-Yu  and
      Yu, Dong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1767/",
    pages = "35450--35477",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-zhai-2026-postcondbench,
    title = "{POSTCONDBENCH}: Benchmarking Correctness and Completeness in Formal Postcondition Inference",
    author = "Zhang, Gehao  and
      Zhai, Juan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1768/",
    pages = "35478--35507",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kaur-etal-2026-whos,
    title = "Who{'}s Asking? Simulating Role-Based Questions for Conversational {AI} Evaluation",
    author = "Kaur, Navreet  and
      Ayad, Hoda  and
      Jung, Hayoung  and
      Mittal, Shravika  and
      De Choudhury, Munmun  and
      Mitra, Tanu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1769/",
    pages = "35508--35541",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cheng-etal-2026-circuitsynth,
    title = "{C}ircuit{S}ynth: Reliable Synthetic Data Generation",
    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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1770/",
    pages = "35542--35552",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sambara-etal-2026-medredflag,
    title = "{M}ed{R}ed{F}lag: Investigating how {LLM}s Redirect Misconceptions in Real-World Health Communication",
    author = "Sambara, Sraavya  and
      Pu, Yuan  and
      Ali, Ayman  and
      Mishra, Vishala  and
      Wong, Lionel  and
      Agrawal, Monica",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1771/",
    pages = "35553--35578",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{qiu-etal-2026-vlms,
    title = "Can {VLM}s Predict Future States? Bootstrapping World Models from Inverse Dynamics",
    author = "Qiu, Yifu  and
      Ziser, Yftah  and
      Korhonen, Anna  and
      Cohen, Shay B  and
      Ponti, Edoardo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1772/",
    pages = "35579--35600",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{po-swiata-etal-2026-pl,
    title = "{PL}-{MTEB}: {P}olish Massive Text Embedding Benchmark",
    author = "Po{\textbackslash}'swiata, Rafa{\{}{\textbackslash}l{\}}  and
      Dadas, S{\{}{\textbackslash}l{\}}awomir  and
      Pere{\{}{\textbackslash}l{\}}kiewicz, Micha{\{}{\textbackslash}l{\}} Wiktor",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1773/",
    pages = "35601--35619",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{goel-etal-2026-rubrix,
    title = "{R}ub{RIX}: Rubric-Driven Risk Mitigation in Caregiver-{AI} Interactions",
    author = "Goel, Drishti  and
      Lee, Jeongah  and
      Zhong, Qiuyue  and
      Rodriguez, Violeta J.  and
      Brown, Daniel S.  and
      Karkar, Ravi  and
      Yoo, Dong Whi  and
      Saha, Koustuv",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1774/",
    pages = "35620--35638",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yantosca-cheng-2026-spectral,
    title = "Spectral Gravity Formant Estimation for Phonetic Segmentation",
    author = "Yantosca, Michael S.  and
      Cheng, Albert M. K.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1775/",
    pages = "35639--35652",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-listen,
    title = "Listen, Pause, and Reason: Toward Perception-Grounded Hybrid Reasoning for Audio Understanding",
    author = "Wang, Jieyi  and
      Niu, Yazhe  and
      Xu, Dexuan  and
      Wei, Zhongyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1776/",
    pages = "35653--35671",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lim-etal-2026-deframe,
    title = "{D}e{F}rame: Debiasing Large Language Models Against Framing Effects",
    author = "Lim, Kahee  and
      Kim, Soyeon  and
      Whang, Steven Euijong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1777/",
    pages = "35672--35707",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hadhoud-etal-2026-idea,
    title = "Idea First, Code Later: Disentangling Problem Solving from Code Generation in Evaluating {LLM}s for Competitive Programming",
    author = "Hadhoud, Sama  and
      Elsetohy, Alaa  and
      Hudi, Frederikus  and
      Cruz, Jan Christian Blaise  and
      Halim, Steven  and
      Aji, Alham Fikri",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1778/",
    pages = "35708--35747",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{court-etal-2026-llms,
    title = "{LLM}s in the Real World: Evaluating ``{AI}'' in Emergency Contexts",
    author = "Court, Sara  and
      Downing, Lara  and
      Elsner, Micha",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1779/",
    pages = "35748--35760",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{dan-etal-2026-survey,
    title = "A Survey of Toxicity Mitigation Strategies for Multilingual Language Models",
    author = "Dan, Soham  and
      Beniwal, Himanshu  and
      Hartvigsen, Thomas",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1780/",
    pages = "35761--35774",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-llm,
    title = "{LLM}-{KT}: Enhancing Large Language Models with Knowledge Tracing via Multi-Level Plug-and-Play Alignment",
    author = "Wang, Ziwei  and
      Zhou, Jie  and
      Chen, Qin  and
      Jiang, Bo  and
      Bai, Qingchun  and
      Dou, Liang  and
      He, Liang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1781/",
    pages = "35775--35792",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{mohamed-etal-2026-fast,
    title = "Fast-Decoding Diffusion Language Models via Progress-Aware Confidence Schedules",
    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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1782/",
    pages = "35793--35807",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{bhalerao-etal-2026-cultures,
    title = "When Cultures Meet: Multicultural Text-to-Image Generation",
    author = "Bhalerao, Parth  and
      Ignat, Oana  and
      Trinh, Brian  and
      Yalamarty, Mounika",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1783/",
    pages = "35808--35828",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lim-etal-2026-aligning,
    title = "Aligning with Your Own Voice: Self-Corrected Preference Learning for Hallucination Mitigation in {LVLM}s",
    author = "Lim, Byeonggeuk  and
      Yun, JungMin  and
      Kwon, Junehyoung  and
      Kim, Kyeonghyun  and
      Kim, YoungBin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1784/",
    pages = "35829--35849",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shen-etal-2026-vocalrep,
    title = "{V}ocal{R}ep: Structure-Aware Vocal Representations for Multimodal Generation",
    author = "Shen, Da  and
      Weng, Zhenqiang  and
      Liu, Tianyu  and
      Chen, Gongyu  and
      Shi, Runhua  and
      Chen, Jiahui  and
      Ding, Chaofan  and
      Zhang, Wei-Qiang  and
      Chen, Zihao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1785/",
    pages = "35850--35865",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-realsec,
    title = "{R}eal{S}ec-bench: A Benchmark for Evaluating Secure Code Generation in Real-World Repositories",
    author = "Wang, Yanlin  and
      Zhang, Ziyao  and
      Wang, Chong  and
      Xu, Xinyi  and
      Liu, Mingwei  and
      Wang, Yong  and
      Chen, Jiachi  and
      Zheng, Zibin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1786/",
    pages = "35866--35883",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yu-etal-2026-infiagent,
    title = "{I}nfi{A}gent: An Infinite-Horizon Framework for General-Purpose Autonomous Agents",
    author = "Yu, Chenglin  and
      Wang, Yuchen  and
      Wang, Songmiao  and
      Yang, Hongxia  and
      Ming, Li",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1787/",
    pages = "35884--35894",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-efficient-effective,
    title = "Efficient and Effective Internal Memory Retrieval for {LLM}-Based Healthcare Prediction",
    author = "Li, Mingchen  and
      Huang, Jiatan  and
      Yao, Zonghai  and
      yu, Hong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1788/",
    pages = "35895--35906",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-gavel,
    title = "{GAVEL}: Evidence-Contract Debate with Mechanized Scrutiny for Provenance-Grounded Fact-Checking",
    author = "Xu, Ruoyu  and
      Li, Gaoxiang  and
      Sheng, Victor S.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1789/",
    pages = "35907--35920",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{rao-etal-2026-empath,
    title = "{EMPATH}: An Ensemble Method for Automatic Fine-Grained Turn-Level Dialogue Empathy Evaluation with a Novel Emotional Distance Metric",
    author = "Rao, Dongning  and
      Liang, Zhihua  and
      Jiang, Zhihua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1790/",
    pages = "35921--35942",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sun-etal-2026-q2ei,
    title = "{Q}2{EI}: Query-to-Entity Inference for Semantic Condensation in Domain-Specific Retrieval",
    author = "Sun, Yixuan  and
      Xu, Zhenqin  and
      Zhai, HanFeng  and
      Yu, Zishu  and
      Peng, Xiaohui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1791/",
    pages = "35943--35958",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ma-etal-2026-tvworld,
    title = "{TVW}orld: Foundations for Remote-Control {TV} Agents",
    author = "Ma, Zhantao  and
      Lu, Quanfeng  and
      Zhong, Shuai  and
      Yu, Dahai  and
      Luo, Ping  and
      Ng, Michael",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1792/",
    pages = "35959--35984",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-ritek,
    title = "{R}i{T}e{K}: A Dataset for Large Language Models Complex Reasoning over Textual Knowledge Graphs in Medicine",
    author = "Huang, Jiatan  and
      Li, Mingchen  and
      Yao, Zonghai  and
      Li, Dawei  and
      Zhang, Yuxin  and
      Yang, Zhichao  and
      Xiao, Yongkang  and
      Ouyang, Feiyun  and
      Li, Xiaohan  and
      Han, Shuo  and
      yu, Hong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1793/",
    pages = "35985--36001",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tan-etal-2026-pra,
    title = "{PRA}-{RAG}: Provably Robust Aggregation in Retrieval-Augmented Generation against Retrieval Corruption",
    author = "Tan, Xue  and
      Zheng, Yi  and
      Huo, Chang  and
      Zhang, Yunruo  and
      Liu, Yu  and
      Luan, Hao  and
      Yu, Zhuyang  and
      Dai, Jun  and
      Sun, Xiaoyan  and
      Chen, Ping",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1794/",
    pages = "36002--36017",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{saengsukhiran-etal-2026-evaluating,
    title = "Evaluating Perspectival Biases in Cross-Modal Retrieval",
    author = "Saengsukhiran, Teerapol  and
      Chomphooyod, Peerawat  and
      Rodjananant, Narabodee  and
      Chaksangchaichot, Chompakorn  and
      Prakrankamanant, Patawee  and
      Sripheanpol, Witthawin  and
      Lovichit, Pak  and
      Nutanong, Sarana  and
      Chuangsuwanich, Ekapol",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1795/",
    pages = "36018--36049",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-beyond-static-synthetic,
    title = "Beyond Static Synthetic Noise: Assessing the Robustness of Large Language Models to Natural Context Variation in the Real World",
    author = "Wu, Yulong  and
      Schlegel, Viktor  and
      Batista-Navarro, Riza",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1796/",
    pages = "36050--36070",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{han-etal-2026-measuring-watermarking,
    title = "Measuring Watermarking under Jailbreaking: {ASR} Inflation and Goal-Compliance Mismatch",
    author = "Han, Sungwoo  and
      Moon, Sangjun  and
      Kwon, Jingun  and
      Kamigaito, Hidetaka  and
      Okumura, Manabu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1797/",
    pages = "36071--36083",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-uzzi-2026-inventive,
    title = "Inventive Problem Solving with {LLM}s: A Benchmark for {TRIZ} Reasoning",
    author = "Wang, Zhu  and
      Uzzi, Brian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1798/",
    pages = "36084--36101",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-llm-agents,
    title = "Do {LLM} Agents Really Mimic Humans? Diagnosing and Aligning Microeconomic Behaviors in Macro-{ABM}s",
    author = "Liu, Guangya  and
      Wang, Cheng  and
      Li, Jiangtong  and
      Wu, Huafei  and
      Jiang, Changjun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1799/",
    pages = "36102--36122",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{bailleux-etal-2026-explanation,
    title = "Explanation Quality Assessment as Ranking with Listwise Rewards",
    author = "Bailleux, Thomas  and
      Mukherjee, Tanmoy  and
      Lonca, Emmanuel  and
      Marquis, Pierre  and
      Bouraoui, Zied",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1800/",
    pages = "36123--36135",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{nguyen-etal-2026-vilegallm,
    title = "{V}i{L}egal{LM}: Language Models for {V}ietnamese Legal Text",
    author = "Nguyen, Truong-Phuc  and
      Nguyen, Quy-Nhan  and
      Nguyen, Minh-Tien",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1801/",
    pages = "36136--36150",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-heads,
    title = "From Heads to Neurons: Causal Attribution and Steering in Multi-Task Vision{--}Language Models",
    author = "Wang, Qidong  and
      Hu, Junjie  and
      Jiang, Ming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1802/",
    pages = "36151--36175",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{purushothama-etal-2026-syntax,
    title = "Syntax as a Rosetta Stone: {U}niversal {D}ependencies for In-Context {C}optic Translation",
    author = "Purushothama, Abhishek  and
      Thronson, Emma  and
      Guo, Alexia  and
      Zeldes, Amir",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1803/",
    pages = "36176--36195",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-zhang-2026-ai,
    title = "{AI} Agents for the Science of Science: A Survey of Tasks, Architectures, Evaluations, and Challenges",
    author = "Liu, Yixuan  and
      Zhang, Yicheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1804/",
    pages = "36196--36211",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sekii-sato-2026-a2o,
    title = "{A}2{O}: {LLM}-based Agentic Learning of Action-to-Object Features for Video Action Recognition",
    author = "Sekii, Taiki  and
      Sato, Fumiaki",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1805/",
    pages = "36212--36228",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hong-etal-2026-principlismqa,
    title = "{P}rinciplism{QA}: A Philosophy-Grounded Approach to Assessing {LLM}-Human Clinical Medical Ethics Alignment",
    author = "Hong, Chang  and
      Wu, Minghao  and
      Xiao, Qingying  and
      Wang, Yuchi  and
      Wan, Xiang  and
      Yu, Guangjun  and
      Wang, Benyou  and
      Hu, Yan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1806/",
    pages = "36229--36245",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{acquaye-etal-2026-take,
    title = "Take Out Your Calculators: Estimating the Real Difficulty of Question Items with {LLM} Student Simulations",
    author = "Acquaye, Christabel  and
      Huang, Yi Ting  and
      Carpuat, Marine  and
      Rudinger, Rachel",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1807/",
    pages = "36246--36267",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{feng-etal-2026-safer,
    title = "{SAFER}: Advancing Safety Alignment via Efficient Ex-Ante Reasoning",
    author = "Feng, Kehua  and
      Ding, Keyan  and
      Wang, Yuhao  and
      Li, Menghan  and
      Wei, Fanjunduo  and
      Wang, Xinda  and
      Chen, Huajun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1808/",
    pages = "36268--36289",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-etal-2026-speculative,
    title = "Speculative Verification: Exploiting Information Gain for Speculative Decoding",
    author = "Kim, Sungkyun  and
      Kim, Jaemin  and
      Yun, Dogyeong  and
      Shin, Jiho  and
      Lee, Junyeol  and
      Seo, Jiwon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1809/",
    pages = "36290--36307",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-engibench,
    title = "{E}ngi{B}ench: A Benchmark for Evaluating Large Language Models on Engineering Problem Solving",
    author = "Zhou, Xiyuan  and
      Wang, Xinlei  and
      He, Yirui  and
      Zou, Ruixi  and
      Wu, Yang  and
      Cheng, Yuheng  and
      Xie, Yulu  and
      Liu, Wenxuan  and
      Zhao, Huan  and
      Xu, Yan  and
      Gu, Jinjin  and
      Zhao, Junhua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1810/",
    pages = "36308--36334",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zou-etal-2026-llm,
    title = "{LLM}-Based Human-Agent Collaboration and Interaction Systems: A Survey",
    author = "Zou, Henry Peng  and
      Huang, Wei-Chieh  and
      Wu, Yaozu  and
      Guo, Jizhou  and
      Chen, Yankai  and
      Miao, Chunyu  and
      Nguyen, Hoang H  and
      Zhou, Yue  and
      Zhang, Weizhi  and
      Fang, Liancheng  and
      Zhang, Hanrong  and
      Wang, Fangxin  and
      Zhang, Pengfei  and
      He, Langzhou  and
      Li, Yangning  and
      Li, Dongyuan  and
      Jiang, Renhe  and
      Yu, Philip S.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1811/",
    pages = "36335--36364",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{mou-etal-2026-thinking,
    title = "Thinking Twice Makes Large Language Models Safer and More Helpful",
    author = "Mou, Yutao  and
      Luo, Yuxiao  and
      Zhang, Shikun  and
      Ye, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1812/",
    pages = "36365--36389",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{luo-etal-2026-aeq,
    title = "{AEQ}-Bench: Measuring Empathy of Omni-Modal Large Models",
    author = "Luo, Xuan  and
      Yao, Lewei  and
      Hong, Lanqing  and
      Chen, Kai  and
      Tao, Dehua  and
      Tan, Daxin  and
      Deng, Yukun  and
      Xu, Ruifeng  and
      Li, Jing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1813/",
    pages = "36390--36407",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-bapo,
    title = "{BAPO}: Boundary-Aware Policy Optimization for Reliable Agentic Search",
    author = "Liu, Shiyu  and
      Yin, Yongjing  and
      Yan, Jianhao  and
      Tang, Yunbo  and
      Zhang, Qinggang  and
      Li, Bei  and
      Chen, Xin  and
      Wang, Jingang  and
      Cai, Xunliang  and
      Su, Jinsong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1814/",
    pages = "36408--36426",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-ouyang-2026-grasp,
    title = "{GRASP}: Graph-Reasoning Aided Survey Planning for High-Fidelity Related Work Generation",
    author = "Li, Haoming  and
      Ouyang, Jessica",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1815/",
    pages = "36427--36449",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chien-etal-2026-benchmarking,
    title = "Benchmarking Agentic Newswriting via Journalistic Workflows",
    author = "Chien, Yen-Che  and
      Wang, Kuang-Da  and
      Wang, Wei-Yao  and
      Peng, Wen-Chih",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1816/",
    pages = "36450--36463",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lee-etal-2026-self,
    title = "Self-Correcting Text-to-Video Generation with Misalignment Detection and Localized Refinement",
    author = "Lee, Daeun  and
      Yoon, Jaehong  and
      Cho, Jaemin  and
      Bansal, Mohit",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1817/",
    pages = "36464--36489",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wen-etal-2026-switching,
    title = "Switching Heads and Softening Tokens: Turnkey Solutions to Visually Grounded Document {QA}",
    author = "Wen, Ximing  and
      Li, Wenbo  and
      Paul, Sudipta  and
      Saidutta, Yashas Malur  and
      Gunaratna, Kalpa  and
      Chappidi, Srinivas",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1818/",
    pages = "36490--36503",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{pang-etal-2026-htmuon,
    title = "{HTM}uon: Improving Muon via Heavy-Tailed Spectral Correction",
    author = "Pang, Tianyu  and
      Fang, Yujie  and
      Liu, Zihang  and
      Deng, Shenyang  and
      Hsiung, Lei  and
      Yu, Shuhua  and
      Yang, Yaoqing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1819/",
    pages = "36504--36535",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhu-etal-2026-large,
    title = "Can Large Language Models Effectively Support Decision-Making in Sudden Emergencies?",
    author = "Zhu, Mengna  and
      Wu, Jibing  and
      Liu, Lihua  and
      Gong, Yuran  and
      Hao, Yang  and
      Yachao, Fu  and
      Wang, Mao  and
      Hou, Lei  and
      Li, Juanzi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1820/",
    pages = "36536--36558",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{mo-etal-2026-j,
    title = "{J}-Shuwa: A Large-Scale Web-Collected {J}apanese {S}ign {L}anguage-{J}apanese Parallel Corpus",
    author = "Mo, Junwen  and
      Vo, MinhDuc  and
      Nishida, Noriki  and
      Satoh, Shin'ichi  and
      Nakayama, Hideki",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1821/",
    pages = "36559--36574",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-hallucinations,
    title = "Hallucinations as Orthogonal Noise: Inference-Time Manifold Alignment via Dynamic Contextual Orthogonalization",
    author = "Zhao, Mingkuan  and
      Hu, Wentao  and
      Huang, Tianchen  and
      Min, Yuheng  and
      Chen, Suquan  and
      Gao, Yide  and
      Zhai, Yanbo  and
      Song, Shuangyong  and
      Li, Xuelong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1822/",
    pages = "36575--36586",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{choi-etal-2026-convx,
    title = "{C}onv{X}: A Lightweight Converter to Bridge Indexed Dense Representations and Large Language Models for Retrieval-Augmented Generation",
    author = "Choi, Bonggeun  and
      Kim, Keunha  and
      Han, Junho  and
      Ko, Youngjoong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1823/",
    pages = "36587--36599",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-resonant,
    title = "Resonant Context Anchoring: Decoupling Attention Routing and Signal Gain at Inference Time",
    author = "Zhao, Mingkuan  and
      Gao, Yide  and
      Hu, Wentao  and
      Chen, Suquan  and
      Huang, Tianchen  and
      An, Zhenhua  and
      Chang, Zetao  and
      Sun, Xiayu  and
      Min, Yuheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1824/",
    pages = "36600--36611",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shukla-etal-2026-s2h,
    title = "{S}2{H}-{DPO}: Hardness-Aware Preference Optimization for Vision{--}Language Models",
    author = "Shukla, Nitish  and
      Jandial, Surgan  and
      Ross, Arun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1825/",
    pages = "36612--36623",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{guo-etal-2026-dr,
    title = "Dr. Assistant: Enhancing Clinical Diagnostic Inquiry via Structured Diagnostic Reasoning Data and Reinforcement Learning",
    author = "Guo, Yue  and
      Wang, Fanfu  and
      Lv, Jianwei  and
      Shi, Xincheng  and
      Li, Yuchen  and
      Wang, Youya  and
      Zeng, Yunsheng  and
      Liu, Yujing  and
      Qiao, Yunhao  and
      Li, Gen  and
      Wang, Junfeng  and
      Yuan, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1826/",
    pages = "36624--36658",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-figsim,
    title = "{F}ig{SIM}: A Dataset for Fine-grained Suicide Severity and Figurative Language in Suicide Memes",
    author = "Chen, Liuliu  and
      Carrotte, Elise  and
      Chapman, Brian E.  and
      Robinson, Jo  and
      Conway, Mike",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1827/",
    pages = "36659--36675",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{azizi-etal-2026-activation,
    title = "Activation Steering for Chain-of-Thought Compression",
    author = "Azizi, Seyedarmin  and
      Potraghloo, Erfan Baghaei  and
      Kundu, Souvik  and
      Pedram, Massoud",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1828/",
    pages = "36676--36687",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{madhwal-etal-2026-decomposed,
    title = "Decomposed Prompting Does Not Fix Knowledge Gaps, But Helps Models Say ``{I} Don{'}t Know''",
    author = "Madhwal, Dhruv  and
      Zhang, Lyuxin David  and
      Roth, Dan  and
      Wolfson, Tomer  and
      Gupta, Vivek",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1829/",
    pages = "36688--36710",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tam-etal-2026-vistw,
    title = "{V}is{TW}: Benchmarking Vision-Language Models for {T}aiwanese {M}andarin in {T}aiwan",
    author = "Tam, Zhi Rui  and
      Shih, Yung-Yu  and
      Lee, Yen-Wei  and
      Pai, Ya-Ting  and
      Chang, Wen Yu  and
      Chen, Yun-Nung",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1830/",
    pages = "36711--36756",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{feng-etal-2026-psychain,
    title = "{P}sy{C}hain: A Collaborative Chain-of-Agents Framework for Generating Personalized and Professional Counseling Dialogues",
    author = "Feng, Yi  and
      Yang, Zijie  and
      Zhang, Chen  and
      Zhang, Wenxuan  and
      Zhang, Dongming  and
      Jing, Liping  and
      Yu, Jian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1831/",
    pages = "36757--36791",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{glavas-etal-2026-breaking,
    title = "Breaking the Autoregressive Chain: Hyper-Parallel Decoding for Efficient {LLM}-Based Attribute Value Extraction",
    author = "Glavas, Theodore  and
      Vedula, Nikhita  and
      Dhyani, Dushyanta  and
      Zhu, Yilun  and
      Malmasi, Shervin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1832/",
    pages = "36792--36808",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tang-etal-2026-editability,
    title = "On the Editability of Delta Parameters in Post-Trained Models",
    author = "Tang, Qiaoyu  and
      Yu, Le  and
      Yu, Bowen  and
      Lin, Hongyu  and
      Lu, Keming  and
      Lu, Yaojie  and
      Han, Xianpei  and
      Sun, Le",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1833/",
    pages = "36809--36824",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{man-etal-2026-reasoning,
    title = "Reasoning with Memory: Adaptive Information Management for Retrieval-Augmented Generation",
    author = "Man, Hieu  and
      Tal, Ro-ee  and
      Kumar, Abhishek  and
      Cho, Jaejin  and
      Hsu, Benjamin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1834/",
    pages = "36825--36841",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-licomemory,
    title = "{L}i{C}o{M}emory: Lightweight and Cognitive Agentic Memory for Efficient Long-Term Reasoning",
    author = "Huang, Zhengjun  and
      Tian, Zhoujin  and
      Guo, Qintian  and
      Zhang, Fangyuan  and
      Zhou, Yingli  and
      Jiang, Di  and
      Xie, Zeying  and
      Zhou, Xiaofang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1835/",
    pages = "36842--36858",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-multimodal,
    title = "Multimodal Item Scoring for Natural Language Recommendation via {G}aussian Process Regression with {LLM} Relevance Judgments",
    author = "Liu, Yifan Simon  and
      Wen, Qianfeng  and
      Liang, Jiazhou  and
      Zhao, Mark  and
      Cui, Justin  and
      Korikov, Anton  and
      Toroghi, Armin  and
      Kim, Junyoung  and
      Sanner, Scott",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1836/",
    pages = "36859--36876",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lu-su-2026-dialectic,
    title = "Dialectic-{M}ed: Mitigating Diagnostic Hallucinations via Counterfactual Adversarial Multi-Agent Debate",
    author = "Lu, Zhixiang  and
      Su, Jionglong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1837/",
    pages = "36877--36894",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{dong-etal-2026-epir,
    title = "{EPIR}: Capturing Promoting and Inhibiting Relationships between Events",
    author = "Dong, Bowen  and
      Wang, Wenjun  and
      Liu, Xueli  and
      Qiu, Quanlin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1838/",
    pages = "36895--36910",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cai-etal-2026-euloinf,
    title = "{EUL}o{I}nf: Efficient Hessian-Free Entropy Based Uncertainty-Aware Data Influence Approximation",
    author = "Cai, Runxin  and
      Wang, Jingtan  and
      Low, Bryan Kian Hsiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1839/",
    pages = "36911--36928",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wen-etal-2026-coderise,
    title = "{C}ode{R}ise: Bootstrapping {LLM}s for Ultra Low-Resource Programming Languages via Progressive Self-Refinement Curriculum",
    author = "Wen, Tengfei  and
      Chen, Xuanang  and
      He, Ben  and
      Cong, Xiaoliang  and
      Sun, Le",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1840/",
    pages = "36929--36942",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-tokens,
    title = "What Tokens Truly Matter? The Logit Conflation Problem in {LLM} Sampling",
    author = "Zhao, Pinlong  and
      Tang, Huijun  and
      Jiao, Pengfei  and
      Li, Mengyang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1841/",
    pages = "36943--36961",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{padmanabhan-etal-2026-bears,
    title = "Bears, all bears, and some bears. Language Constraints on Language Models' Inductive Inferences",
    author = "Padmanabhan, Sriram  and
      Song, Siyuan  and
      Misra, Kanishka",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1842/",
    pages = "36962--36978",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-b,
    title = "{B}-{APO}: Bias-Targeted Adversarial Preference Optimization for Debiasing Multimodal Large Language Models",
    author = "Zhao, Pinlong  and
      Ding, Zike  and
      Ye, Zengshu  and
      Zhaoting, Zhou",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1843/",
    pages = "36979--36999",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hsu-etal-2026-fallacy,
    title = "On the Fallacy of Global Token Perplexity in Spoken Language Model Evaluation",
    author = "Hsu, Chan-Jan  and
      Tseng, Liang-Hsuan  and
      Lin, Yi-Cheng  and
      Kuo, Yen-Chun  and
      Chou, Ju-Chieh  and
      Chang, Kai-Wei  and
      Lee, Hung-yi  and
      Busso, Carlos",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1844/",
    pages = "37000--37020",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kong-etal-2026-modeling,
    title = "Modeling and Solving Stable Matching under Probabilistic Preferences with Large Language Models",
    author = "Kong, Yuqi  and
      Liu, Shiyu  and
      Li, Jiaxu  and
      Liu, Hongtao  and
      Qi, Qi  and
      Shen, Weiran",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1845/",
    pages = "37021--37033",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-xq,
    title = "{XQ}-{ME}val: A Dataset with Cross-lingual Parallel Quality for Benchmarking Translation Metrics",
    author = "Liu, Jingxuan  and
      Qu, Zhi  and
      Tei, Jin  and
      Kamigaito, Hidetaka  and
      Liu, Lemao  and
      Watanabe, Taro",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1846/",
    pages = "37034--37052",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{mo-etal-2026-faithfulness,
    title = "Faithfulness vs. Safety: Evaluating {LLM} Behavior Under Counterfactual Medical Evidence",
    author = "Mo, Kaijie  and
      Venkatayogi, Siddhartha  and
      Shaib, Chantal  and
      Kouzy, Ramez  and
      Xu, Wei  and
      Wallace, Byron C  and
      Li, Junyi Jessy",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1847/",
    pages = "37053--37081",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cheng-etal-2026-llm,
    title = "Your {LLM} Agents are Temporally Blind: The Misalignment Between Tool Use Decisions and Human Time Perception",
    author = "Cheng, Yize  and
      Moakhar, Arshia Soltani  and
      Fan, Chenrui  and
      Hosseini, Parsa  and
      Faghih, Kazem  and
      Sodagar, Zahra  and
      Wang, Wenxiao  and
      Feizi, Soheil",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1848/",
    pages = "37082--37104",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-llms,
    title = "How Do {LLM}s ``Trust'' Unknown Knowledge? An Unknown Knowledge Based Jailbreak Attack",
    author = "Huang, Yixiao  and
      Zhang, Lan  and
      Wang, Chaoran",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1849/",
    pages = "37105--37124",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{mou-etal-2026-toolsafe,
    title = "{T}ool{S}afe: Enhancing Tool Invocation Safety of {LLM}-based agents via Proactive Step-level Guardrail and Feedback",
    author = "Mou, Yutao  and
      Xue, Zhangchi  and
      Li, Lijun  and
      Liu, Peiyang  and
      Zhang, Shikun  and
      Ye, Wei  and
      Shao, Jing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1850/",
    pages = "37125--37153",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-survey,
    title = "A Survey of Large Models in Sports",
    author = "Xu, Yichen  and
      Ma, Jianzhe  and
      Wang, Chuhan  and
      Cao, Zhonghao  and
      Chen, Liangyu  and
      Wang, Wenxuan  and
      Jin, Qin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1851/",
    pages = "37154--37189",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{torres-fonseca-etal-2026-safetyalfred,
    title = "{S}afety{ALFRED}: Evaluating Safety-Conscious Planning of Vision Language Models",
    author = "Torres-Fonseca, Josue  and
      Deng, Naihao  and
      Dai, Yinpei  and
      Storks, Shane  and
      Zhang, Yichi  and
      Mihalcea, Rada  and
      Kennington, Casey  and
      Chai, Joyce",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1852/",
    pages = "37190--37211",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ma-etal-2026-towards,
    title = "Towards Unified Multimodal Large Language Models: A survey",
    author = "Ma, Xu  and
      Zhang, Yitian  and
      Fu, Yun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1853/",
    pages = "37212--37230",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{at-i-l-etal-2026-something,
    title = "{\textmusicalnote} Something Just Like {TR}u{ST} {\textmusicalnote} *: Toxicity Recognition of Span and Target",
    author = "At{\{}{\textbackslash}i{\}}l, Berk  and
      Sureddy, Namrata  and
      Passonneau, Rebecca J.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1854/",
    pages = "37231--37251",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lu-etal-2026-synergizing,
    title = "Synergizing Stylometrics with Semantics: Dual-Path Framework for {LLM} Detection and Attribution",
    author = "Lu, Xingyu  and
      Ma, Yumeng  and
      Zhou, Xiang  and
      Gan, Shengli  and
      Deng, Guiying  and
      Wen, Yang  and
      Liu, Yanbing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1855/",
    pages = "37252--37265",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-enhancing,
    title = "Enhancing Multilingual Reasoning via Steerable Model Merging",
    author = "Li, Zhuoran  and
      Xu, Rui  and
      Yang, Jian  and
      Liu, Junnan  and
      Chen, Zhijun  and
      Mao, Qianren  and
      Guo, Hongcheng  and
      Liu, Jiaheng  and
      Xiao, Likang  and
      LI, Ming  and
      Wang, Xiaojie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1856/",
    pages = "37266--37277",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yao-etal-2026-adaptive,
    title = "Adaptive Backtracking for Privacy Protection in Large Language Models",
    author = "Yao, Zhihao  and
      Gu, Yuxuan  and
      Feng, Xiachong  and
      Ma, Weitao  and
      Li, Bo  and
      Feng, Xiaocheng  and
      Qin, Bing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1857/",
    pages = "37278--37298",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-sempa,
    title = "{S}em{PA}: Improving Sentence Embeddings of Large Language Models through Semantic Preference Alignment",
    author = "Chen, Ziyang  and
      Huang, Zhenxuan  and
      Wang, Yile  and
      Wang, Weiqin  and
      Yin, Lu  and
      Huang, Hui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1858/",
    pages = "37299--37312",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-etal-2026-interpretability,
    title = "Interpretability from the Ground Up: Stakeholder-Centric Design of Automated Scoring in Educational Assessments",
    author = "Kim, Yunsung  and
      Hardy, Michael  and
      Tey, Joseph  and
      Thille, Candace  and
      Piech, Christopher J",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1859/",
    pages = "37313--37328",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zou-etal-2026-dance,
    title = "{DANCE}: Diversity-attended Dynamic Caching with Asymmetric Quantization for Test-time Adaptation of Vision-Language Models",
    author = "Zou, Shunge  and
      Wang, Changhu  and
      Ju, Wei  and
      Qiao, Ziyue  and
      Luo, Xiao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1860/",
    pages = "37329--37343",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-set,
    title = "How to Set the Learning Rate for Large-Scale Pre-training?",
    author = "Zhou, Yunhua  and
      Xing, Shuhao  and
      Huang, Junhao  and
      Qiu, Xipeng  and
      Guo, Qipeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1861/",
    pages = "37344--37361",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ahmed-etal-2026-evaluating,
    title = "Evaluating Large Vision Language Models on {B}angla Medical Visual Question Answering",
    author = "Ahmed, Rafid  and
      Tahmid, Intesar  and
      Hossain, Mir Sazzat  and
      Tomal, Tasnimul Hossain  and
      Jawad, Md Mahir  and
      Uddin, Anam Borhan  and
      Fahim, Md  and
      Bhuiyan, Md Farhad Alam",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1862/",
    pages = "37362--37378",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kong-etal-2026-siv,
    title = "{SIV}-Bench: A Video Benchmark for Social Interaction Understanding and Reasoning",
    author = "Kong, Fanqi  and
      Zu, Weiqin  and
      Chen, Xinyu  and
      Yang, Yaodong  and
      Zhu, Song-Chun  and
      Feng, Xue",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1863/",
    pages = "37379--37403",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-one,
    title = "No One Fits All: From Fixed Prompting to Learned Routing in Multilingual {LLM}s",
    author = "Wu, Wei-Chi  and
      Wei, Sheng-Lun  and
      Huang, Hen-Hsen  and
      Chen, Hsin-Hsi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1864/",
    pages = "37404--37423",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yu-etal-2026-understanding,
    title = "Understanding and Mitigating Spurious Signal Amplification in Test-Time Reinforcement Learning for Math Reasoning",
    author = "Yu, Yongcan  and
      He, Lingxiao  and
      Liang, Jian  and
      Guo, Kuangpu  and
      Wang, Meng  and
      Xie, Qianlong  and
      Wang, Xingxing  and
      He, Ran",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1865/",
    pages = "37424--37436",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-steering,
    title = "Steering {LLM} Thinking with Budget Guidance",
    author = "Li, Junyan  and
      Zhao, Wenshuo  and
      Zhang, Yang  and
      Gan, Chuang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1866/",
    pages = "37437--37451",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yun-etal-2026-distilling,
    title = "Distilling Long-{C}o{T} Reasoning through Collaborative Step-wise Multi-Teacher Decoding",
    author = "Yun, Taewon  and
      Shin, Jisu  and
      Choi, Jeonghwan  and
      Bang, Seunghwan  and
      Song, Hwanjun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1867/",
    pages = "37452--37468",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-adversarial,
    title = "Adversarial Yet Cooperative: Multi-Perspective Reasoning in Retrieved-Augmented Language Models",
    author = "Xu, Can  and
      Yan, Lingyong  and
      Wu, Jiayi  and
      Wang, Haosen  and
      Wang, Shuaiqiang  and
      Li, Yuchen  and
      Huang, Jizhou  and
      Yin, Dawei  and
      Li, Xiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1868/",
    pages = "37469--37480",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ouyang-etal-2026-pyramathbench,
    title = "{P}yra{M}ath{B}ench: Evaluating and Improving Mathematical Capability in Large Language Models",
    author = "Ouyang, Zetian  and
      Wang, Linlin  and
      de Melo, Gerard  and
      He, Liang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1869/",
    pages = "37481--37511",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-d2pcm,
    title = "{D}2{PCM}:A Multi-Turn Dialogue Dataset with Personalized Contextual Memory",
    author = "Yang, Zhe  and
      Huang, Yi  and
      Chen, Yaqin  and
      Gao, Chunyang  and
      Yao, Jingyu  and
      Feng, Junlan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1870/",
    pages = "37512--37529",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-mtp,
    title = "{MTP}-{RL}: Acceleration of Reinforcement Learning Rollouts with Policy-Aligned Multi-Token Prediction",
    author = "Wang, Ke  and
      Zeng, Aohan  and
      Du, Zhengxiao  and
      Hu, Yuxuan  and
      Zhang, Bohan  and
      Wang, Xinyi  and
      Tang, Jie  and
      Zhang, Jing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1871/",
    pages = "37530--37542",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jiang-etal-2026-reflexicoder,
    title = "{R}eflexi{C}oder: Teaching Large Language Models to Self-Reflect on Generated Code and Self-Correct It via Reinforcement Learning",
    author = "Jiang, Juyong  and
      Shen, Jiasi  and
      Kim, Sunghun  and
      Yoo, Kang Min  and
      Kim, Jeonghoon  and
      Kim, Sungju",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1872/",
    pages = "37543--37562",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{begin-cjk-utf8-gbsn-chen-xuan-qi-end-cjk-etal-2026-trac,
    title = "{TRAC}: Token-level Reward Assignment for Coherent Abstractive Summarization",
    author = "{\textbackslash}begin{\{}CJK*{\}}{\{}UTF8{\}}{\{}gbsn{\}}陈宣齐{\textbackslash}end{\{}CJK*{\}}  and
      {\textbackslash}begin{\{}CJK*{\}}{\{}UTF8{\}}{\{}gbsn{\}}容梓莹{\textbackslash}end{\{}CJK*{\}}  and
      Liao, Xinfeng  and
      Wang, Lianxi  and
      Gao, Ying  and
      Jiang, Shengyi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1873/",
    pages = "37563--37578",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gu-etal-2026-planning,
    title = "Planning Beyond Text: Graph-based Reasoning for Complex Narrative Generation",
    author = "Gu, Hanwen  and
      Guo, Chao  and
      Wang, Junle  and
      Xie, Wenda  and
      Lv, Yisheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1874/",
    pages = "37579--37610",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lin-etal-2026-enrich,
    title = "Enrich, Aggregate, and Generate: Three-stage Biomedical Data-to-Text Generation Using Large Language Models in Low-resource Scenarios",
    author = "Lin, Yupian  and
      Yu, Guangya  and
      Bian, Yuang  and
      Yuan, Cheng  and
      Luo, Hui  and
      Ruan, Tong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1875/",
    pages = "37611--37622",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-hicolora,
    title = "{H}i{C}o{L}o{RA}: Addressing Context-Prompt Misalignment via Hierarchical Collaborative {L}o{RA} for Zero-Shot {DST}",
    author = "Zhang, Shuyu  and
      Wei, Yifan  and
      Wang, Xinru  and
      Zhu, Yanmin  and
      He, Yangfan  and
      Weng, Yixuan  and
      Liu, Yujie  and
      Li, Bin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1876/",
    pages = "37623--37648",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-conversation,
    title = "From Conversation to Evaluation: Benchmarking {LLM}s on Development Knowledge via {S}imple{D}ev{QA}",
    author = "Zhang, Jing  and
      Guo, Lianghong  and
      Wang, Yanlin  and
      Zhuo, Terry Yue  and
      Wang, Yong  and
      Liu, Mingwei  and
      Chen, Jiachi  and
      Shi, Ensheng  and
      Ma, Yuchi  and
      Zhang, Hongyu  and
      Zheng, Zibin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1877/",
    pages = "37649--37663",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhong-etal-2026-lleot,
    title = "{LLEOT}: A Privacy-Enhancing Offsite Tuning Framework via Loss Landscape Elevation",
    author = "Zhong, Jin  and
      Liang, Jinglin  and
      Yang, Tongtong  and
      Xie, Zijian  and
      Huang, Shuangping  and
      Gu, Hanlin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1878/",
    pages = "37664--37683",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tan-etal-2026-beyond,
    title = "Beyond Compromise: {P}areto-Lenient Consensus for Efficient Multi-Preference {LLM} Alignment",
    author = "Tan, Renxuan  and
      Li, Rongpeng  and
      Zhao, Zhifeng  and
      Zhang, Honggang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1879/",
    pages = "37684--37705",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{peng-etal-2026-hss,
    title = "{HSS}-Synth: Humanities and Social Sciences Data Synthesis for {LLM}s",
    author = "Peng, Ru  and
      Zhao, Tianyu  and
      Gu, Xijun  and
      Fan, Zhiting  and
      Xu, Haokai  and
      Zhang, Jinyang  and
      Zeng, Yawen  and
      Zhuang, Yihong  and
      Yang, Kexin  and
      Lin, Junyang  and
      Liu, Dayiheng  and
      Zhao, Junbo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1880/",
    pages = "37706--37732",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-llmrouterbench,
    title = "{LLMR}outer{B}ench: A Massive Benchmark and Unified Framework for {LLM} Routing",
    author = "Li, Hao  and
      Zhang, Yiqun  and
      Guo, Zhaoyan  and
      Wang, Chenxu  and
      Tang, Shengji  and
      Zhang, Qiaosheng  and
      Chen, Yang  and
      Qi, Biqing  and
      Ye, Peng  and
      Bai, Lei  and
      Wang, Zhen  and
      Hu, Shuyue",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1881/",
    pages = "37733--37754",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shi-etal-2026-cemt,
    title = "{CEMT}:Controllable Element-Oriented Machine Translation via Structured Linguistic Reasoning",
    author = "Shi, Lingling  and
      Jin, Haoyu  and
      Fang, Ruiyu  and
      Song, Shuangyong  and
      Su, Jinsong  and
      Li, Yongxiang  and
      Li, Xuelong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1882/",
    pages = "37755--37781",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{min-etal-2026-orchestrating,
    title = "Orchestrating Tokens and Sequences: Dynamic Hybrid Policy Optimization for {RLVR}",
    author = "Min, Zijun  and
      Liu, Bingshuai  and
      Wang, Ante  and
      Zhang, Long  and
      Zeng, Anxiang  and
      Zhang, Haibo  and
      Su, Jinsong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1883/",
    pages = "37782--37795",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-seeing,
    title = "Seeing Isn{'}t Believing: Mitigating Belief Inertia via Active Intervention in Embodied Agents",
    author = "Wang, Hanlin  and
      Leong, Chak Tou  and
      Wang, Jian  and
      Li, Wenjie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1884/",
    pages = "37796--37815",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sun-etal-2026-algbench,
    title = "{A}lg{B}ench: To What Extent Do Large Reasoning Models Understand Algorithms?",
    author = "Sun, Henan  and
      Yu, Kaichi  and
      Wang, Yuyao  and
      Liu, Bowen  and
      Li, Xunkai  and
      Li, Rong-Hua  and
      Chen, Nuo  and
      Li, Jia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1885/",
    pages = "37816--37838",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-learnable,
    title = "A Learnable Skill Combination Strategy for Multi-task Learning in Natural Language Understanding",
    author = "Yang, Zhe  and
      Huang, Yi  and
      Chen, Yaqin  and
      Guo, Mengfei  and
      Wu, Xiaoting  and
      Feng, Junlan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1886/",
    pages = "37839--37845",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tang-yeh-2026-coopvalue,
    title = "{C}oop{V}alue: Revealing {LLM} Value Preferences Through Multi-Agent Cooperation",
    author = "Tang, Zee Hen  and
      Yeh, Mi-Yen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1887/",
    pages = "37846--37885",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-quartz,
    title = "{QUARTZ}: Quantile-Aware Routing and Queueing for {TTFT} {SLO}s in {LLM} Serving",
    author = "Liu, Zhipeng  and
      Zheng, Yifan  and
      Kong, Fanqi  and
      Zhao, Ziming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1888/",
    pages = "37886--37896",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lin-etal-2026-mptc,
    title = "{MPT}c-Bench: Measuring Cross-market Generative Ability of Vision-Language Models via Movie Poster Transcreation",
    author = "Lin, Youyuan  and
      Li, Yuan  and
      Yu, Yahan  and
      Cheng, Fei  and
      Nishida, Shin'ya  and
      Chu, Chenhui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1889/",
    pages = "37897--37913",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{mayilvaghanan-etal-2026-counterfactual,
    title = "Counterfactual Fairness Evaluation of {LLM}-Based Contact Center Agent Quality Assurance System",
    author = "Mayilvaghanan, Kawin  and
      Gupta, Siddhant  and
      Kumar, Ayush",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1890/",
    pages = "37914--37952",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-masked,
    title = "Masked Text-to-Audio Flow-Matching and Reward Feedback Optimization",
    author = "Huang, Rongjie  and
      Yang, Dongchao  and
      Guo, Wenxiang  and
      Liu, Huadai  and
      Cheng, Xize  and
      Wang, Zehan  and
      Zhao, Zhou  and
      Wu, Xixin  and
      Meng, Helen M.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1891/",
    pages = "37953--37966",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yu-etal-2026-orthogonal,
    title = "Orthogonal Representation Editing: Decoupling Semantic Entanglement in Batch Knowledge Editing of {LLM}s",
    author = "Yu, Wenhao  and
      Lu, Zhicong  and
      Lv, Bo  and
      Ma, Fangyin  and
      Wei, Kaiwen  and
      Yang, Shihao  and
      Liu, Nayu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1892/",
    pages = "37967--37979",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{han-etal-2026-debiasing,
    title = "Debiasing {LLM}s by Masking Unfairness-Driving Attention Heads",
    author = "Han, Tingxu  and
      Song, Wei  and
      Ding, Ziqi  and
      Li, Ziming  and
      Fang, Chunrong  and
      Li, Yuekang  and
      Liu, Dongfang  and
      Chen, Zhenyu  and
      Wang, Zhenting",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1893/",
    pages = "37980--37992",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{encheng-etal-2026-single,
    title = "Single-Agent Generation Surpasses Multi-Agent Systems in Semantic Diversity",
    author = "Encheng, Cui  and
      Peng, Shaowen  and
      Ito, Kazuhiro  and
      Jinsha, XU  and
      Shohei, Hisada  and
      Wakamiya, Shoko  and
      Aramaki, Eiji",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1894/",
    pages = "37993--38008",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-med,
    title = "{M}ed-{SRAF}: A Multi-Agent Framework for Medical Reasoning via Semantic Routing and Agentic Fusion",
    author = "Li, Xiao  and
      Chen, Zhuo  and
      Xia, Jun  and
      Xiang, Hongxin  and
      Wang, Chao  and
      Du, Wenjie  and
      Wang, Yang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1895/",
    pages = "38009--38029",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-r-search,
    title = "{R}-Search: Empowering {LLM} Reasoning with Search via Multi-Reward Reinforcement Learning",
    author = "Zhao, Qingfei  and
      Wang, Ruobing  and
      Xu, Dingling  and
      Zha, Daren  and
      Bowen, Ma  and
      Wang, Zhichun  and
      Jia, Shijie  and
      Liu, Limin  and
      Wang, Xin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1896/",
    pages = "38030--38046",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xie-wang-2026-decoupled,
    title = "Decoupled Reasoning with Implicit Fact Tokens ({DRIFT}): A Dual-Model Framework for Efficient Long-Context Inference",
    author = "Xie, Wenxuan  and
      Wang, Xuhong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1897/",
    pages = "38047--38067",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{weng-etal-2026-anchoralign,
    title = "{A}nchor{A}lign: A Novel Anchor Alignment-enhanced Generative Method for Joint Named Entity Recognition and Relation Extraction",
    author = "Weng, Xiaolong  and
      Zhou, Yuanyun  and
      Qiu, Boyu  and
      Wang, Zehua  and
      Xiong, Ying  and
      Tang, Buzhou",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1898/",
    pages = "38068--38081",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hu-etal-2026-distillation,
    title = "Why Can Distillation Work with Limited Resources? A Systematic Study",
    author = "Hu, Xiao  and
      Lu, Xingyu  and
      Mao, Liyuan  and
      Zhang, YiFan  and
      Zhang, Tianke  and
      Wen, Bin  and
      Yang, Fan  and
      Gao, Tingting  and
      Zhou, Guorui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1899/",
    pages = "38082--38100",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-autoregressive,
    title = "Autoregressive Semantic Visual Reconstruction Helps {VLM}s Understand Better",
    author = "Wang, Dianyi  and
      Song, Wei  and
      Wang, Yikun  and
      Wang, Siyuan  and
      Yu, Kaicheng  and
      Wei, Zhongyu  and
      Wang, Jiaqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1900/",
    pages = "38101--38115",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shi-zhang-2026-mscode,
    title = "{MSC}ode: Advancing Human Motion-Language Understanding via Modality-Shared Codebook",
    author = "Shi, Haoyu  and
      Zhang, Huaiwen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1901/",
    pages = "38116--38132",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zou-etal-2026-rag,
    title = "{RAG} over Tables: Hierarchical Memory Index, Multi-Stage Retrieval, and Benchmarking",
    author = "Zou, Jiaru  and
      Fu, Dongqi  and
      Chen, Sirui  and
      He, Xinrui  and
      Li, Zihao  and
      Zhu, Yada  and
      Han, Jiawei  and
      He, Jingrui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1902/",
    pages = "38133--38152",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-cotevol,
    title = "{C}o{TE}vol: Self-Evolving Chain-of-Thoughts for Data Synthesis in Mathematical Reasoning",
    author = "Wang, Zhuo  and
      Zhang, Zhuo  and
      Li, Yafu  and
      Cheng, Yu  and
      Qu, Lizhen  and
      Xu, Zenglin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1903/",
    pages = "38153--38173",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xu-etal-2026-feedback,
    title = "Feedback Is The Key for Automated Survey Generation",
    author = "Xu, Tianyi  and
      Zhao, Zhe  and
      Wei, Tianshuo  and
      Kou, Yiqun  and
      Han, Liuliu  and
      Wei, Ye",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1904/",
    pages = "38174--38195",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-sentient,
    title = "Sentient Agent as a Judge: Evaluating Higher-Order Social Cognition in Large Language Models",
    author = "Zhang, Bang  and
      Ma, Ruotian  and
      Jiang, Qingxuan  and
      Wang, Peisong  and
      Chen, Jiaqi  and
      Xie, Zheng  and
      Chen, Xingyu  and
      Wang, Yue  and
      Ye, Fanghua  and
      Li, Jian  and
      Yang, Yifan  and
      Tu, Zhaopeng  and
      Li, Xiaolong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1905/",
    pages = "38196--38224",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lee-etal-2026-alignment,
    title = "Alignment Data Map for Efficient Preference Data Selection and Diagnosis",
    author = "Lee, Seohyeong  and
      Kim, Eunwon  and
      Lee, Hwaran  and
      Chang, Buru",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1906/",
    pages = "38225--38241",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{peisakhovsky-etal-2026-fine,
    title = "Fine-Grained Detection of Context-Grounded Hallucinations Using {LLM}s",
    author = "Peisakhovsky, Yehonatan  and
      Gekhman, Zorik  and
      Mass, Yosi  and
      Ein-Dor, Liat  and
      Reichart, Roi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1907/",
    pages = "38242--38266",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kumar-etal-2026-reviews,
    title = "When Reviews Disagree: Fine-Grained Contradiction Analysis in Scientific Peer Reviews",
    author = "Kumar, Sandeep  and
      Kamdar, Yash  and
      Hossain, Abid  and
      Kumari, Bharti  and
      Saikh, Tanik  and
      Ekbal, Asif",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1908/",
    pages = "38267--38290",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ebing-etal-2026-one,
    title = "One Script Instead of Hundreds? On Pretraining {R}omanized Encoder Language Models",
    author = "Ebing, Benedikt  and
      Keller, Lennart  and
      Glava{\textbackslash}v{\{}s{\}}, Goran",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1909/",
    pages = "38291--38307",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-relaxing,
    title = "Relaxing the Constraints: A Dual-Importance Projection Mechanism for Lifelong Model Editing",
    author = "Chen, Zhenghai  and
      Xu, Senbin  and
      Tan, Jiaxi  and
      Wu, Xinhua  and
      Zhang, Yan  and
      Zheng, Xiawu  and
      Zhang, Shengchuan  and
      Li, Ke  and
      Zhao, Sicheng  and
      Cao, Liujuan  and
      Ji, Rongrong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1910/",
    pages = "38308--38333",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{otmakhova-etal-2026-animals,
    title = "Not all {ANIMAL}s are equal: metaphorical framing through source domains and semantic frames",
    author = "Otmakhova, Yulia  and
      Guida, Matteo  and
      Frermann, Lea",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1911/",
    pages = "38334--38355",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{oguz-etal-2026-dualfact,
    title = "{D}ual{F}act+: A Multimodal Fact Verification Framework for Procedural Video Captioning",
    author = "Oguz, Cennet  and
      Hamidullah, Yasser  and
      Van Genabith, Josef  and
      Ostermann, Simon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1912/",
    pages = "38356--38371",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-scaffolding,
    title = "From Scaffolding to Assimilation: Progressive Structural Internalization for Format-Constrained Creative Text Generation",
    author = "Li, Wenhao  and
      Yang, Yuwei  and
      Wu, Xiaoqing  and
      Han, Yufeng  and
      Kong, Cunliang  and
      Bai, Yuzhuo  and
      Cong, Xin  and
      Sun, Maosong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1913/",
    pages = "38372--38389",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{dong-etal-2026-hierarchical,
    title = "Hierarchical Visual Agent: Managing Contexts in Joint Image-Text Space for Advanced Chart Reasoning",
    author = "Dong, Qihua  and
      He, Ruozhen  and
      Chen, Junwen  and
      Wang, Yizhou  and
      Ma, Xu  and
      Jiang, Songyao  and
      Fu, Yun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1914/",
    pages = "38390--38401",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-semantic,
    title = "Semantic-Space Exploration and Exploitation in {RLVR} for {LLM} Reasoning",
    author = "Huang, Fanding  and
      Huang, Guanbo  and
      Fan, Xiao  and
      He, Yi  and
      Liang, Xiao  and
      Chen, Xiao  and
      Jiang, Qinting  and
      Khan, Faisal Nadeem  and
      Jiang, Jingyan  and
      Wang, Zhi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1915/",
    pages = "38402--38449",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jiang-etal-2026-towards,
    title = "Towards Efficient Large Language Model Serving: A Survey on System-Aware {KV} Cache Optimization",
    author = "Jiang, Jiantong  and
      Yang, Peiyu  and
      Zhang, Rui  and
      Liu, Feng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1916/",
    pages = "38450--38476",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chandna-sen-2026-counterfactual,
    title = "A Counterfactual Explanation Framework for Retrieval Models",
    author = "Chandna, Bhavik  and
      Sen, Procheta",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1917/",
    pages = "38477--38490",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{mule-etal-2026-teaching,
    title = "Teaching Language Models to Forecast Research Success Through Comparative Idea Evaluation",
    author = "Mule, Srujan P  and
      Garikaparthi, Aniketh  and
      Patwardhan, Manasi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1918/",
    pages = "38491--38529",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shi-etal-2026-social,
    title = "Social Welfare Function Leaderboard: On the Emergence of {LLM} Agents as the Welfare Dictator",
    author = "Shi, Zhengliang  and
      Ma, Ruotian  and
      Huang, Jen-tse  and
      Ma, Xinbei  and
      Chen, Xingyu  and
      Wang, Mengru  and
      Yang, Qu  and
      Wang, Yue  and
      Ye, Fanghua  and
      Chen, Ziyang  and
      Wang, Shanyi  and
      LI, Cixing  and
      Wang, Wenxuan  and
      Tu, Zhaopeng  and
      Li, Xiaolong  and
      Ren, Zhaochun  and
      Bo, Liefeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1919/",
    pages = "38530--38551",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-individual,
    title = "From Individual Excellence to Collective Sustainability: Seeking Strategic Equilibrium in Proactive Multi-Agent Teams",
    author = "Zhang, Tong  and
      Wu, Yang  and
      Shi, Yufei  and
      Yao, Rujing  and
      Jiang, Zhuoren  and
      Liu, Xiaozhong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1920/",
    pages = "38552--38565",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ok-lee-2026-lost,
    title = "Lost in the Prompt Order: Revealing the Limitations of Causal Attention in Language Models",
    author = "Ok, Hyunjong  and
      Lee, Jaeho",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1921/",
    pages = "38566--38587",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-sr,
    title = "{SR}-{RAG}: Verifiable Multi-Hop Reasoning via On-the-fly Symbolic Graph Construction",
    author = "Wang, Zehua  and
      Zhang, Zhaojin  and
      Qiu, Boyu  and
      Weng, Xiaolong  and
      Xiong, Ying  and
      Tang, Buzhou  and
      Zhang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1922/",
    pages = "38588--38606",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jin-etal-2026-knowdr,
    title = "{K}now{DR}-{REC}: Auditing Knowledge-Conditioned Visual Grounding in Referring Expression Comprehension",
    author = "Jin, Guanghao  and
      Wu, Jingpei  and
      Guo, Tianpei  and
      Niu, Yiyi  and
      Zhou, Weidong  and
      Yang, Linyi  and
      Liu, Guoyang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1923/",
    pages = "38607--38629",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{baud-etal-2026-agent,
    title = "Agent for Numerical Data Retrieval and Understanding by Code Generation and Multimodal Reasoning",
    author = "Baud, Florian  and
      Almuhisen, Feda  and
      Midou, Dorian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1924/",
    pages = "38630--38653",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{niu-etal-2026-cause,
    title = "Cause-{CSD}: A Challenge Multimodal Conversational Stance Cause Detection Dataset and Effective Method",
    author = "Niu, Fuqiang  and
      Zhang, Bowen  and
      Zhu, Junting  and
      Liao, Qing  and
      Dai, Genan  and
      Huang, Hu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1925/",
    pages = "38654--38666",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{nawrot-etal-2026-sparse,
    title = "The Sparse Frontier: Sparse Attention Trade-offs in Transformer {LLM}s",
    author = "Nawrot, Piotr  and
      Li, Jianing  and
      Huang, Renjie  and
      Ruder, Sebastian  and
      Marchisio, Kelly  and
      Ponti, Edoardo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1926/",
    pages = "38667--38701",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-uncertainty,
    title = "Uncertainty-Aware Contrastive Sentence Embedding With Local Context Representation for Text Classification",
    author = "Liu, Han  and
      Zhan, Jiaqing  and
      Chen, Zhichao  and
      Zhang, Qin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1927/",
    pages = "38702--38716",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhu-etal-2026-zipvoice,
    title = "{Z}ip{V}oice-Dialog: Non-Autoregressive Spoken Dialogue Generation with Flow Matching",
    author = "Zhu, Han  and
      Kang, Wei  and
      Guo, Liyong  and
      Yao, Zengwei  and
      Kuang, Fangjun  and
      Zhuang, Weiji  and
      Li, Zhaoqing  and
      Han, Zhifeng  and
      Zhang, Dong  and
      Zhang, Xin  and
      Song, Xingchen  and
      Ye, Lingxuan  and
      Lin, Long  and
      Povey, Daniel",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1928/",
    pages = "38717--38729",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{bhat-varma-2026-prompts,
    title = "All Prompts Are Created Equal? Evaluating Robustness of {LLM} Judges Against Non-Adversarial Prompt Variations",
    author = "Bhat, Savita  and
      Varma, Vasudeva",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1929/",
    pages = "38730--38745",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chenkang-etal-2026-thinking,
    title = "Thinking Traps in Long Chain-of-Thought: A Measurable Study and Trap-Aware Adaptive Restart",
    author = "Chenkang  and
      Yu, Fan  and
      Nian, Junjie  and
      Zhao, Sihan  and
      Feng, Zhuoka  and
      Yao, Zijun  and
      Heng, Wang  and
      Minshen, Yu  and
      Cao, Yixin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1930/",
    pages = "38746--38760",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sadallah-etal-2026-instruction,
    title = "Instruction-Guided Poetry Generation in {A}rabic and Its Dialects",
    author = "Sadallah, Abdelrahman  and
      Elozeiri, Kareem  and
      Abassy, Mervat  and
      Elbadry, Rania  and
      Anwar, Mohamed  and
      Freihat, Abed Alhakim  and
      Nakov, Preslav  and
      Koto, Fajri",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1931/",
    pages = "38761--38780",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lee-etal-2026-agentic,
    title = "Agentic Verification for Ambiguous Query Disambiguation",
    author = "Lee, Youngwon  and
      Hwang, Seung-won  and
      Wu, Ruofan  and
      Yan, Feng  and
      Xu, Danmei  and
      Akkad, Moutasem  and
      Yao, Zhewei  and
      He, Yuxiong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1932/",
    pages = "38781--38796",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-dica,
    title = "{DICA}: Dual-Indicator Guided Contrastive Alignment in Multimodal Large Language Models",
    author = "Yang, Hao  and
      Wang, Jin  and
      Zhang, Xuejie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1933/",
    pages = "38797--38818",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-tasks,
    title = "From Tasks to Teams: A Risk-First Evaluation Framework for Multi-Agent {LLM} Systems in Finance",
    author = "Chen, Zichen  and
      Chen, Jianda  and
      Chen, Jiaao  and
      Sra, Misha",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1934/",
    pages = "38819--38857",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kusuma-etal-2026-parametric,
    title = "Parametric Knowledge is Not All You Need: Toward Honest Large Language Models via Retrieval of Pretraining Data",
    author = "Kusuma, Christopher Adrian  and
      Qorib, Muhammad Reza  and
      Ng, Hwee Tou",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1935/",
    pages = "38858--38871",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{das-2026-time,
    title = "{TIME}: Temporally Intelligent Meta-reasoning Engine for Context-Triggered Explicit Reasoning",
    author = "Das, Susmit",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1936/",
    pages = "38872--38906",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cheng-etal-2026-omni,
    title = "Omni-R1: Towards the Unified Generative Paradigm for Multimodal Reasoning",
    author = "Cheng, Dongjie  and
      Li, Yongqi  and
      Ma, Zhixin  and
      Cai, Hongru  and
      Hu, Yupeng  and
      Wang, Wenjie  and
      Nie, Liqiang  and
      Li, Wenjie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1937/",
    pages = "38907--38924",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-time,
    title = "Time-for-Accuracy: Formalizing Chain-of-Thought as an Expansion of Logical Depth",
    author = "Wang, Yue  and
      Zhang, Zhi  and
      Xi, Wang  and
      Sun, Chengjie  and
      Shan, Lili  and
      Liu, Bingquan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1938/",
    pages = "38925--38941",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cao-etal-2026-diffcot,
    title = "{D}iff{C}o{T}: Diffusion-styled Chain-of-Thought Reasoning in {LLM}s",
    author = "Cao, Shidong  and
      Lin, Hongzhan  and
      Gu, Yuxuan  and
      Luo, Ziyang  and
      Ma, Jing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1939/",
    pages = "38942--38957",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chan-etal-2026-system,
    title = "System-Mediated Attention Imbalances Make Vision-Language Models Say Yes",
    author = "Chan, Tsan Tsai  and
      Suresh, Varsha  and
      Saha, Anisha  and
      Hahn, Michael  and
      Demberg, Vera",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1940/",
    pages = "38958--38979",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-scurank,
    title = "{SCUR}ank: Ranking Multiple Candidate Summaries with Summary Content Units for Enhanced Summarization",
    author = "Wang, Bo-Jyun  and
      Lin, Ying-Jia  and
      Kao, Hung-Yu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1941/",
    pages = "38980--38997",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lee-yu-2026-valid,
    title = "Valid Necessary: Diagnosing Latent Inefficiency in Chain-of-Thought",
    author = "Lee, Daeyeop  and
      Yu, Hwanjo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1942/",
    pages = "38998--39014",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kong-etal-2026-causalgaze,
    title = "{C}ausal{G}aze: Unveiling Hallucinations via Counterfactual Graph Intervention in Large Language Models",
    author = "Kong, Linggang  and
      Wu, Lei  and
      Zhang, Yunlong  and
      Zhong, Xiaofeng  and
      Zhen, Wang  and
      Wang, Yongjie  and
      Pan, Yao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1943/",
    pages = "39015--39028",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{qian-etal-2026-improved,
    title = "Improved Policy Optimization for Mixture-of-Experts Models: Importance Sampling and Rewarding from an Expert-Centric Perspective",
    author = "Qian, Yining  and
      Li, Jinpeng  and
      Mi, Fei  and
      Shang, Lifeng  and
      Zhang, Xiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1944/",
    pages = "39029--39038",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kong-etal-2026-said,
    title = "From What Is Said to Why It Is Framed: Intent-Aware News Video Understanding",
    author = "Kong, Xiangzheng  and
      Luo, Minnan  and
      Wang, Wenya  and
      Wu, Jiaying  and
      Zeng, Zhi  and
      Dai, Guang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1945/",
    pages = "39039--39050",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-h,
    title = "{H}-{MAS}: Hierarchical Multi-Agent Scheduling for Multi-Tenant {LLM} Serving",
    author = "Liu, Yuhan  and
      Xu, Cong  and
      Jia, Qi  and
      Wang, Yihua  and
      Chen, Feiyu  and
      Jin, Liang  and
      Liu, Lu  and
      Zhao, Yaqian  and
      Ding, Yuting  and
      Li, Xiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1946/",
    pages = "39051--39071",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tang-etal-2026-evomd,
    title = "{E}vo{MD}-{LLM}: Learning the Language of Species Evolution in Reactive Molecular Dynamics",
    author = "Tang, Zhichen  and
      Dang, Zhengzheng  and
      Chen, Yulin  and
      Wu, Jixin  and
      Li, Haiwen  and
      Wang, Yanming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1947/",
    pages = "39072--39088",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{agarwal-etal-2026-image,
    title = "Do Image{--}Text Metrics Respect Semantic Invariances?",
    author = "Agarwal, Amit  and
      Patel, Hitesh Laxmichand  and
      Liu, Meizhu  and
      Singh, Jyotika  and
      Dua, Karan  and
      Meghwani, Hansa  and
      Rowe, Matthew  and
      Avendi, M.  and
      Abbasi, Yassi  and
      Sheng, Tao  and
      Ravi, Sujith  and
      Roth, Dan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1948/",
    pages = "39089--39116",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-reasoning-dark,
    title = "Reasoning in the Dark: Interleaved Vision-Text Reasoning in Latent Space",
    author = "Chen, Chao  and
      Ma, Zhixin  and
      Li, Yongqi  and
      Hu, Yupeng  and
      Wei, Yinwei  and
      Li, Wenjie  and
      Nie, Liqiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1949/",
    pages = "39117--39129",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{blagoev-etal-2026-hail,
    title = "Hail to the Thief: Exploring Attacks and Defenses in Decentralised {GRPO}",
    author = "Blagoev, Nikolay  and
      Ersoy, Oguzhan  and
      Chen, Lydia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1950/",
    pages = "39130--39148",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{choi-etal-2026-socratickg,
    title = "{S}ocratic{KG}: Knowledge Graph Construction via {QA}-Driven Fact Extraction",
    author = "Choi, Sanghyeok  and
      Jeon, Woosang  and
      Yang, Kyuseok  and
      Kim, Taehyeong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1951/",
    pages = "39149--39169",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liao-etal-2026-grole,
    title = "{GROLE}: Instance-Level Group Relative Optimization for {L}o{RA} Experts in Incremental Learning",
    author = "Liao, Yongyi  and
      Lai, Wencan  and
      Fang, Jun  and
      Guo, Jinjin  and
      Zhang, Xiaohui  and
      Liu, Zhiyuan  and
      Liu, Chao  and
      Liu, Pengzhang  and
      Jiang, Qixia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1952/",
    pages = "39170--39182",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yuqing-etal-2026-search,
    title = "{SEARCH}-{R}: Structured Entity-Aware Retrieval with Chain-of-Reasoning Navigator for Multi-hop Question Answering",
    author = "Yuqing, FU  and
      Deng, Yimin  and
      Wang, Wanyu  and
      Wang, Yuhao  and
      Wang, Yejing  and
      Liu, Hongshi  and
      Wang, Yiqi  and
      Han, Xiao  and
      Wang, Maolin  and
      Zhao, Guoshuai  and
      Chang, Yi  and
      Zhao, Xiangyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1953/",
    pages = "39183--39196",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-apple,
    title = "Why Did Apple Fall: Evaluating Curiosity in Large Language Models",
    author = "Wang, Haoyu  and
      Jiang, Sihang  and
      Chen, Yuyan  and
      Wang, Yitong  and
      Meng, Xiaojun  and
      Wei, Jiansheng  and
      Xiao, Yanghua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1954/",
    pages = "39197--39215",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{godey-etal-2026-gaperon,
    title = "Gaperon: A Peppered {E}nglish-{F}rench Generative Language Model Suite",
    author = "Godey, Nathan  and
      Antoun, Wissam  and
      Touchent, Rian  and
      Bawden, Rachel  and
      de la Clergerie, {\textbackslash}'Eric Villemonte  and
      Sagot, Beno{\{}{\textbackslash}{\textasciicircum}{\textbackslash}i{\}}t  and
      Seddah, Djam{\textbackslash}'e",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1955/",
    pages = "39216--39257",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{nan-etal-2026-rhombus,
    title = "Rhombus: Incentivizing Coordination in Parallel Thinking through Reinforcement Learning",
    author = "Nan, Ziyuan  and
      Yi, Qi  and
      Huang, Di  and
      Wu, Yutong  and
      Huang, Guanhua  and
      Gong, Xue  and
      Li, Kejiao  and
      Jiang, Yuhao  and
      Zhang, Chenchen  and
      Xu, Zenan  and
      Hu, Xing  and
      Zhou, Bo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1956/",
    pages = "39258--39270",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jiang-etal-2026-flare,
    title = "{FLARE}: Task-Agnostic Embedding Model Evaluation via Normalizing Flows",
    author = "Jiang, Jingzhou  and
      Tang, Yixuan  and
      Yang, Yi  and
      Tam, Kar Yan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1957/",
    pages = "39271--39294",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-rctea,
    title = "{RCTEA}: Richness-guided Co-training for Temporal Entity Alignment",
    author = "Li, Jiayun  and
      Hua, Wen  and
      Fan, Shiqi  and
      Jin, Fengmei  and
      Jiang, Haiyang  and
      Li, Xue",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1958/",
    pages = "39295--39310",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jiang-etal-2026-sqlagent,
    title = "{SQLA}gent: Learning to Explore Before Generating as a Data Engineer",
    author = "Jiang, Wenjia  and
      Wang, Yiwei  and
      Han, Boyan  and
      Zhou, Joey Tianyi  and
      Zhang, Chi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1959/",
    pages = "39311--39331",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zheng-etal-2026-reasoning,
    title = "Reasoning Up the Instruction Ladder for Controllable Language Models",
    author = "Zheng, Zishuo  and
      Balachandran, Vidhisha  and
      Park, Chan Young  and
      Brahman, Faeze  and
      Kumar, Sachin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1960/",
    pages = "39332--39354",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lan-etal-2026-crisp,
    title = "{CRISP}: Compressing Redundancy in Chain-of-Thought via Intrinsic Saliency Pruning",
    author = "Lan, Yangsong  and
      Dai, Hongliang  and
      Li, Piji",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1961/",
    pages = "39355--39373",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-cascadefix,
    title = "{C}ascade{F}ix: Multi-Location Program Repair via Cascading Planning and Generation",
    author = "Zhang, Huan  and
      Kuang, Li  and
      Yang, Yang  and
      Fang, Yilei  and
      Xia, Yingjie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1962/",
    pages = "39374--39385",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{deng-etal-2026-dgpo,
    title = "{DGPO}: Beyond Pairwise Preferences with Directional Consistent Groupwise Optimization",
    author = "Deng, Mengyi  and
      Li, Zhiwei  and
      Li, Xin  and
      Zhu, Tingyu  and
      Yuan, Yulan  and
      Guo, Zhijiang  and
      Wang, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1963/",
    pages = "39386--39401",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{aljaafari-etal-2026-emergence,
    title = "Emergence and Localisation of Semantic Role Circuits in {LLM}s",
    author = "Aljaafari, Nura  and
      Carvalho, Danilo  and
      Freitas, Andre",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1964/",
    pages = "39402--39433",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gao-etal-2026-thinking,
    title = "Thinking Economically: A Hierarchical Framework for Adaptive-Complexity Reasoning in {LLM}s",
    author = "Gao, Yubo  and
      Wu, Haotian  and
      Chen, Hong  and
      Huang, Junquan  and
      Yan, Yibo  and
      Li, Jungang  and
      Dongfang, Zihao  and
      Tao, Sicheng  and
      Tan, PS  and
      Zhang, Jie  and
      Hu, Xuming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1965/",
    pages = "39434--39444",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chakraborty-etal-2026-characterizing,
    title = "Characterizing the Robustness of Black-Box {LLM} Planners Under Perturbed Observations with Adaptive Stress Testing",
    author = "Chakraborty, Neeloy  and
      Pohovey, John  and
      Ornik, Melkior  and
      Driggs-Campbell, Katherine Rose",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1966/",
    pages = "39445--39475",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{anjum-etal-2026-promcp,
    title = "{P}ro{MCP}: Profiling Token Flows and Latency Costs in Model Context Protocol{--}Based {LLM} Agents",
    author = "Anjum, Sumera  and
      Zheng, Weijian  and
      Kettimuthu, Rajkumar  and
      Fan, Heng  and
      Feng, Yunhe",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1967/",
    pages = "39476--39487",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chaduvula-etal-2026-reducing,
    title = "Reducing Hallucinations in {LLM}s via Factuality-Aware Preference Learning",
    author = "Chaduvula, Sindhuja  and
      Radwan, Ahmed Y.  and
      Farooq, Azib  and
      Ioannou, Yani  and
      Raza, Shaina",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1968/",
    pages = "39488--39504",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kakade-etal-2026-polaris,
    title = {{POLARIS}: A G{\"o}del Agent Framework for Small Language Models through Experience-Abstracted Policy Repair},
    author = "Kakade, Aditya Namdev  and
      Srivastava, Vivek  and
      Karande, Shirish",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1969/",
    pages = "39505--39537",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-etal-2026-phasemi,
    title = "{P}hase{MI}: A Motivational Interviewing Dataset for Enhancing Phase Progression in {LLM}-based Counseling",
    author = "Kim, Jina  and
      Jeon, Myeongho  and
      Cho, Soohyun  and
      Lim, Chae-Gyun  and
      Lim, Jongmin  and
      Min, Haewon  and
      Yang, Eunho",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1970/",
    pages = "39538--39570",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shen-etal-2026-psychethicsbench,
    title = "{P}sych{E}thics{B}ench: Evaluating Large Language Models Against {A}ustralian Mental Health Ethics",
    author = "Shen, Yaling  and
      Fong, Stephanie  and
      Jiang, Yiwen  and
      Wang, Zimu  and
      Tang, Feilong  and
      Xu, Qingyang  and
      Zhao, Xiangyu  and
      Xu, Zhongxing  and
      Liu, Jiahe  and
      Hu, Jinpeng  and
      Dwyer, Dominic  and
      Ge, Zongyuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1971/",
    pages = "39571--39589",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shin-etal-2026-dynamixsft,
    title = "{D}ynamix{SFT}: Dynamic Mixture Optimization of Instruction Tuning Collections",
    author = "Shin, Haebin  and
      Ji, Lei  and
      Liu, Xiao  and
      Yu, Zhiwei  and
      Yoo, Hyunwoo  and
      Chen, Qi  and
      Gong, Yeyun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1972/",
    pages = "39590--39603",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-bmam,
    title = "{BMAM}: Brain-inspired Multi-Agent Memory Framework",
    author = "Li, Yang  and
      Liu, Jiaxiang  and
      Wang, Yusong  and
      Wu, Yujie  and
      Xu, Mingkun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1973/",
    pages = "39604--39626",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-verified,
    title = "Verified Critical Step Optimization for {LLM} Agents",
    author = "Li, Mukai  and
      Zeng, Qingcheng  and
      Fang, Tianqing  and
      Liang, Zhenwen  and
      Song, Linfeng  and
      Liu, Qi  and
      Mi, Haitao  and
      Yu, Dong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1974/",
    pages = "39627--39639",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{fan-etal-2026-nash,
    title = "Nash-Pruned {C}red{MAS}: Dynamic Panel Pruning for {VLM}-{MAS} using Nash-based Selection and Doubly-Robust Credits",
    author = "Fan, Yijia  and
      Liu, Mingyu  and
      Yang, Jing  and
      Wang, Jian  and
      Wang, Keze  and
      Zhang, Jusheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1975/",
    pages = "39640--39650",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sun-etal-2026-swe,
    title = "{SWE}-Mutation: Can {LLM}s Generate Reliable Test Suites in Software Engineering?",
    author = "Sun, Yuxuan  and
      Zhao, Yuze  and
      Wang, Yufeng  and
      Du, Yao  and
      Ma, Zhiyuan  and
      Wang, Jinbo  and
      Zhang, Mengdi  and
      Zhang, Kai  and
      Huang, Zhenya",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1976/",
    pages = "39651--39674",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{an-etal-2026-stad,
    title = "{ST}a{D}: Scaffolded Task Design for Identifying Compositional Skill Gaps in {LLM}s",
    author = "An, Sungeun  and
      Kadhe, Swanand Ravindra  and
      Thakur, Shailja  and
      DeLuca, Chad  and
      Patel, Hima",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1977/",
    pages = "39675--39705",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{toksoz-etal-2026-pseudoseer,
    title = "{P}seudo{S}eer: a Search Engine for Pseudocode",
    author = "Toksoz, Levent  and
      Srinath, Mukund  and
      Tan, Gang  and
      Giles, C. Lee",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1978/",
    pages = "39706--39716",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{meng-etal-2026-beyond-polarity,
    title = "Beyond Polarity: Continuous Affect-Enhanced Multimodal Aspect-Based Sentiment Classification",
    author = "Meng, Ling-Ang  and
      Zhao, Tianyu  and
      Song, Dawei  and
      Cao, Jingxu  and
      Zuo, Youhui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1979/",
    pages = "39717--39727",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-topology,
    title = "Topology Matters: Measuring Memory Leakage in Multi-Agent {LLM}s",
    author = "Liu, Jinbo  and
      Cao, Defu  and
      Wei, Yifei  and
      Su, Tianyao  and
      Liang, Yuan  and
      Dong, Yushun  and
      Liu, Yan  and
      Zhao, Yue  and
      Hu, Xiyang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1980/",
    pages = "39728--39746",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hu-etal-2026-beyond,
    title = "Beyond `Aha!': Toward Systematic Meta-Abilities Alignment in Large Reasoning Models",
    author = "Hu, Zhiyuan  and
      Wang, Yibo  and
      Dong, Hanze  and
      Xu, Yuhui  and
      Saha, Amrita  and
      Xiong, Caiming  and
      Hooi, Bryan  and
      Li, Junnan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1981/",
    pages = "39747--39764",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hu-etal-2026-rewarding,
    title = "Rewarding the Rare: Uniqueness-Aware {RL} for Creative Problem Solving in {LLM}s",
    author = "Hu, Zhiyuan  and
      Wang, Yucheng  and
      He, Yufei  and
      Wu, Jiaying  and
      Zhao, Yilun  and
      Ng, See-Kiong  and
      Breazeal, Cynthia  and
      Luu, Anh Tuan  and
      Park, Hae Won  and
      Hooi, Bryan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1982/",
    pages = "39765--39790",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{randhawa-etal-2026-empathy,
    title = "Empathy Applicability Modeling for General Health Queries",
    author = "Randhawa, Shan  and
      Raza, Agha Ali  and
      Toyama, Kentaro  and
      Hui, Julie  and
      Naseem, Mustafa",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1983/",
    pages = "39791--39818",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-worldwide,
    title = "Worldwide {L}ive{VQA}: Real-Time Visual Knowledge Seeking and Updating Across Languages",
    author = "Huang, Xuanao  and
      Liu, Xingjia  and
      Zhou, Zetong  and
      Peng, Yuyang  and
      Wan, Yao  and
      Chen, Dongping",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1984/",
    pages = "39819--39894",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ma-etal-2026-hcre,
    title = "{HCRE}: {LLM}-based Hierarchical Classification for Cross-Document Relation Extraction with a Prediction-then-Verification Strategy",
    author = "Ma, Guoqi  and
      Zhang, Liang  and
      Tu, Hongyao  and
      Fu, Hao  and
      Li, Hui  and
      Lin, Yujie  and
      Wang, Longyue  and
      Luo, Weihua  and
      Su, Jinsong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1985/",
    pages = "39895--39913",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-vlmguard,
    title = "{VLMG}uard-R1: Proactive Safety Alignment for {VLM}s via Reasoning-Driven Prompt Optimization",
    author = "Chen, Menglan  and
      Pang, Xianghe  and
      Dong, Jingjing  and
      Wang, WenHao  and
      Du, Yaxin  and
      Chen, Siheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1986/",
    pages = "39914--39932",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{mamta-etal-2026-tinyattack,
    title = "{T}iny{A}ttack: Exploring Stylistic Vulnerabilities in Large Language Models",
    author = "Mamta, Mamta  and
      Grecu, Bogdan  and
      Cocarascu, Oana",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1987/",
    pages = "39933--39962",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ma-etal-2026-human,
    title = "Human-Agent Collaborative Paper-to-Page Crafting",
    author = "Ma, Qianli  and
      Wang, Siyu  and
      Yilin, Chen  and
      Tang, Yinhao  and
      Yang, Yixiang  and
      Guo, Chang  and
      Gao, Bingjie  and
      Xing, Zhening  and
      Sun, Yanan  and
      Zhang, Zhipeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1988/",
    pages = "39963--39999",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-skill,
    title = "Skill Weaving: Efficient {LLM} Improvement via Modular Skillpacks",
    author = "Li, Zhuo  and
      DU, Guodong  and
      Shi, Zesheng  and
      Guo, Weiyang  and
      Yao, Weijun  and
      Zhou, Yuan  and
      Zhang, Jiabo  and
      Li, Jing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1989/",
    pages = "40000--40023",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ram-i-rez-etal-2026-controlling,
    title = "Controlling What You Share: Assessing Language Model Adherence to Privacy Preferences",
    author = "Ram{\{}{\textbackslash}'{\textbackslash}i{\}}rez, Guillem  and
      Birch, Alexandra  and
      Titov, Ivan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1990/",
    pages = "40024--40049",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kiefer-etal-2026-gerav,
    title = "{G}er{AV}: Towards New Heights in {G}erman Authorship Verification using Fine-Tuned {LLM}s on a New Benchmark",
    author = "Kiefer, Lotta  and
      Leiter, Christoph  and
      Takeshita, Sotaro  and
      Schmidt, Elena  and
      Eger, Steffen",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1991/",
    pages = "40050--40069",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-lipoagent,
    title = "{L}ipo{A}gent: Coordinating Fine-Tuned {LLM} Agents for Safer Lipid Design",
    author = "Li, Leshu  and
      Lu, An  and
      Wang, Haiyu  and
      Feng, Zhibin  and
      Duan, Conghui  and
      Bao, Qing  and
      Zhao, Zongmin  and
      Zhang, Sai Qian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1992/",
    pages = "40070--40081",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-psychepass,
    title = "{P}syche{P}ass: Calibrating {LLM} Therapeutic Competence via Trajectory-Anchored Tournaments",
    author = "Chen, Zhuang  and
      Wan, Dazhen  and
      Zheng, Zhangkai  and
      Bi, Guanqun  and
      Xiao, Xiyao  and
      Li, Binghang  and
      Huang, Minlie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1993/",
    pages = "40082--40098",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sanatizadeh-etal-2026-generalization,
    title = "Generalization or Memorization? Multi-Agent vs. Baseline {LLM}s and {A}uto{ML} Models for Tabular Classification",
    author = "Sanatizadeh, Aida  and
      Fatemi, Sorouralsadat  and
      Mousavi, Reza  and
      Abbasi, Ahmed",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1994/",
    pages = "40099--40132",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{dipta-etal-2026-ganitllm,
    title = "{G}anit{LLM}: Difficulty-Aware {B}engali Mathematical Reasoning through Curriculum-{GRPO}",
    author = "Dipta, Shubhashis Roy  and
      Mahbub, Khairul  and
      Najjar, Nadia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1995/",
    pages = "40133--40148",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{guo-etal-2026-mllms,
    title = "Can {MLLM}s Reason Beyond Language? {V}is{R}eason: A Comprehensive Benchmark for Vision-Centric Reasoning",
    author = "Guo, Longteng  and
      Wang, Yifan  and
      Huo, Pengkang  and
      Chen, Tailai  and
      Wu, Yuze  and
      Liu, Jing  and
      Zhu, Xinxin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1996/",
    pages = "40149--40192",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sun-etal-2026-multimodal,
    title = "Multimodal Dual-Path Decoding for Medical Report Generation",
    author = "Sun, Jinghan  and
      Wei, Dong  and
      Zhu, Zhihong  and
      Xue, Yuyang  and
      McDonagh, Steven  and
      Wu, Xian",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1997/",
    pages = "40193--40204",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{deng-etal-2026-panoramarag,
    title = "{P}anorama{RAG}: Enabling Consistent Global Topic Awareness in Graph-Based {RAG}",
    author = "Deng, Ding  and
      Li, Xiang  and
      Zhang, Yaqing  and
      Li, Meng  and
      Wang, Xiting",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1998/",
    pages = "40205--40217",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-universally,
    title = "Universally Empowering Zeroth-Order Optimization via Adaptive Layer-wise Sampling",
    author = "Wang, Fei  and
      Shen, Li  and
      Ding, Liang  and
      Xue, Chao  and
      Liu, Ye  and
      Ding, Changxing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1999/",
    pages = "40218--40239",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{williams-etal-2026-speculative,
    title = "Speculative Decoding with a Speculative Vocabulary",
    author = "Williams, Miles  and
      Kwon, Young D.  and
      Li, Rui  and
      Kouris, Alexandros  and
      Venieris, Stylianos I.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2000/",
    pages = "40240--40254",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-entropy-aware,
    title = "Entropy-Aware Reshaping of Reinforcement Signals for Multi-Answer Reasoning",
    author = "Li, Zhi  and
      Xu, Huidan  and
      Hu, Zhen  and
      Du, Yali  and
      Liu, Ying",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2001/",
    pages = "40255--40268",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{karmakar-etal-2026-triptide,
    title = "{T}rip{T}ide: A Benchmark for Adaptive Travel Planning under Disruptions",
    author = "Karmakar, Priyanshu  and
      Chaudhuri, Soumyabrata  and
      Mallick, Shubhojit  and
      Gupta, Manish  and
      Jana, Abhik  and
      Ghosh, Shreya",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2002/",
    pages = "40269--40292",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{naphade-2026-rational,
    title = "Rational Synthesizers or Heuristic Followers? Analyzing {LLM}s in {RAG}-based Question-Answering",
    author = "Naphade, Atharv",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2003/",
    pages = "40293--40311",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{he-etal-2026-idea,
    title = "{IDEA}: An Interpretable and Editable Decision-Making Framework for {LLM}s via Verbal-to-Numeric Calibration",
    author = "He, Yanji  and
      Jiang, Yuxin  and
      Wu, Yiwen  and
      Huang, Bo  and
      Wei, Jiaheng  and
      Wang, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2004/",
    pages = "40312--40332",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sharma-etal-2026-answer,
    title = "An Answer is just the Start: Related Insight Generation for Open-Ended Document-Grounded {QA}",
    author = "Sharma, Saransh  and
      Ramu, Pritika  and
      Garimella, Aparna  and
      Mukherjee, Koyel",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2005/",
    pages = "40333--40355",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-behavioral,
    title = "Behavioral Consistency Validation for {LLM} Agents: An Analysis of Trading-Style Switching through Stock-Market Simulation",
    author = "Li, Zeping  and
      Wan, Guancheng  and
      Chen, Keyang  and
      Chen, Yu  and
      Zhao, Yiwen  and
      Torr, Philip  and
      Ye, Guangnan  and
      Yin, Zhenfei  and
      Chai, Hongfeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2006/",
    pages = "40356--40370",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{banerjee-etal-2026-niti,
    title = "{NITI}: Neural Plan Concretization for Incremental Execution, Bridging and Trigger Inference from Underspecified Human Policies",
    author = "Banerjee, Ayan  and
      Banerjee, Shomrik Barua  and
      Gupta, Sandeep",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2007/",
    pages = "40371--40384",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{pecher-etal-2026-automatic,
    title = "Automatic Combination of Sample Selection Strategies for Few-Shot Learning",
    author = "Pecher, Branislav  and
      Srba, Ivan  and
      Bielikova, Maria  and
      Vanschoren, Joaquin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2008/",
    pages = "40385--40416",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-learnalign,
    title = "{L}earn{A}lign: Data Selection for {LLM} Reinforcement Learning with Improved Gradient Alignment",
    author = "Li, Shipeng  and
      Yang, Zhiqin  and
      Li, Shikun  and
      Xia, Xiaobo  and
      Liu, Hengyu  and
      Zhang, Xinghua  and
      Chen, Gaode  and
      Fang, Dong  and
      Tai, Ying  and
      Peng, Zhe",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2009/",
    pages = "40417--40434",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{dutta-etal-2026-auditing,
    title = "Auditing {LLM} Responses to Harmful Stereotypes Targeting Mental Health Groups",
    author = "Dutta, Arka  and
      Magu, Rijul  and
      Kim, Sean  and
      Yoon, Seohee  and
      De Choudhury, Munmun  and
      KhudaBukhsh, Ashiqur R.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2010/",
    pages = "40435--40452",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shah-johnson-2026-rosco,
    title = "{ROSCO}-Omni: Multimodal {LLM}-Based Communication Understanding for Non- and Minimally-Speaking Autistic Individuals",
    author = "Shah, Siddhant Bikram  and
      Johnson, Kristina T.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2011/",
    pages = "40453--40469",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{magdy-etal-2026-lqm,
    title = "{LQM}: Linguistically Motivated Multidimensional Quality Metrics for Machine Translation",
    author = "Magdy, Samar M.  and
      Alwajih, Fakhraddin  and
      EL Mekki, Abdellah  and
      El-Sayed, Wesam  and
      Abdul-Mageed, Muhammad",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2012/",
    pages = "40470--40493",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gu-etal-2026-many,
    title = "Many-Shot Scaling of In-Context Learning with Self-Generated Demonstrations",
    author = "Gu, Zhengyao  and
      Zou, Henry Peng  and
      Chen, Yankai  and
      Liu, Aiwei  and
      Zhang, Weizhi  and
      Yu, Philip S.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2013/",
    pages = "40494--40508",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cohen-etal-2026-small,
    title = "Small Data, Big Noise: Adversarial Training for Robust {P}arameter{E}fficient Fine-Tuning",
    author = "Cohen, Eitan  and
      Simai, Idan  and
      Shaham, Uri",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2014/",
    pages = "40509--40532",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-llms,
    title = "{LLM}s as Lab Engineers: A Benchmark for Analytical Method Lifecycle Management",
    author = "Chen, Xiaoyi  and
      Monshizadeh, Mahsa  and
      Zhang, Chaoqi  and
      Lang, Jianjun  and
      Wu, Yang  and
      Mortensen, Genevieve  and
      Liu, Xiaozhong  and
      Tang, Haixu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2015/",
    pages = "40533--40553",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gubelmann-hongler-2026-fast,
    title = "Too Fast, Too Shallow {--} {LLM}s, Including Reasoning {LLM}s, Are Unreliable Constitutional Reasoners",
    author = "Gubelmann, Reto  and
      Hongler, Peter",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2016/",
    pages = "40554--40572",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ghoshal-etal-2026-jtpro,
    title = "{JTPRO}: A Joint Tool{--}Prompt Reflective Optimization Framework for Language Agents",
    author = "Ghoshal, Sandip  and
      Mittal, Anshul  and
      Singh, Jyotika  and
      Ballesteros, Miguel  and
      Sun, Weiyi  and
      Tu, Fang  and
      Singh, Shailender  and
      Benajiba, Yassine  and
      Shah, Fahad  and
      Bharadwaj, Sujeeth  and
      Ravi, Sujith  and
      Roth, Dan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2017/",
    pages = "40573--40595",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{urooj-etal-2026-candice,
    title = "{CANDICE}: Agentic Causal Disentanglement with Class Conditional Knowledge Integration for Long Tailed Domain Generalization",
    author = "Urooj, Midhat  and
      Banerjee, Ayan  and
      Gupta, Sandeep",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2018/",
    pages = "40596--40624",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ray-etal-2026-adaptevolve,
    title = "{A}dapt{E}volve: Improving Efficiency of Evolutionary {AI} Agents through Adaptive Model Selection",
    author = "Ray, Pretam  and
      Brahma, Pratik Prabhanjan  and
      Liu, Zicheng  and
      Barsoum, Emad",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2019/",
    pages = "40625--40633",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sonwane-etal-2026-omnicode,
    title = "{O}mni{C}ode: A Benchmark for Evaluating Software Development Agents",
    author = "Sonwane, Atharv  and
      Tu, Eng-Shen  and
      Lu, Wei-Chung  and
      Beger, Claas  and
      Larsen, Carter  and
      Dhar, Debjit  and
      Alford, Simon  and
      Chen, Rachel  and
      Pattanayak, Ronit  and
      Dang, Tuan Anh  and
      Chen, Guohao  and
      Geng, Gloria  and
      Ellis, Kevin  and
      Dutta, Saikat",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2020/",
    pages = "40634--40661",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cho-etal-2026-supplement,
    title = "Supplement Generation Training for Enhancing Agentic Task Performance",
    author = "Cho, Young Min  and
      Bonadiman, Daniele  and
      Bhargavi, Divya  and
      Alkhouli, Tamer  and
      Romeo, Salvatore  and
      Jiang, Dongwei  and
      Pahwa, Khushbu  and
      Ge, Yubin  and
      Ishii, Etsuko  and
      Sunkara, Monica  and
      Zhang, Yi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2021/",
    pages = "40662--40675",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lorandi-etal-2026-automatic,
    title = "Automatic Paper Analysis and Categorisation for Systematic Reviews with Combined Reasoning-Augmented {SFT} and {DAPO} {RL}",
    author = "Lorandi, Michela  and
      Belz, Anya  and
      Mille, Simon  and
      Thomson, Craig",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2022/",
    pages = "40676--40699",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{feng-etal-2026-motifagent,
    title = "{M}otif{A}gent: Learning Molecular Assembly through Multi-Agent Collaboration for Chemical Language Understanding",
    author = "Feng, Jinjia  and
      Wang, Wenda  and
      Wei, Zhewei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2023/",
    pages = "40700--40739",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhou-etal-2026-policy,
    title = "Policy-Guided Stepwise Action Planning for Controllable {LLM} Reasoning",
    author = "Zhou, Jianpeng  and
      Hu, Qisheng  and
      Wang, Jiahai  and
      Wang, Wenya",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2024/",
    pages = "40740--40765",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{balter-etal-2026-multiplication,
    title = "Multiplication in Multimodal {LLM}s: Computation with Text, Image, and Audio Inputs",
    author = "Balter, Samuel Gideon  and
      Jerzak, Ethan  and
      Jerzak, Connor Thomas",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2025/",
    pages = "40766--40780",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-coltekin-2026-modeling,
    title = "Modeling Human Perspectives with Socio-Demographic Representations",
    author = "Zhang, Leixin  and
      Coltekin, Cagri",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2026/",
    pages = "40781--40794",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lopardo-etal-2026-weight,
    title = "Weight Tying Biases Token Embeddings Towards the Output Space",
    author = "Lopardo, Antonio  and
      Harish, Avyukth  and
      Arnett, Catherine  and
      Gupta, Akshat",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2027/",
    pages = "40795--40810",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{suri-etal-2026-structured,
    title = "Structured Uncertainty guided Clarification for {LLM} Agents",
    author = "Suri, Manan  and
      Mathur, Puneet  and
      Lipka, Nedim  and
      Dernoncourt, Franck  and
      Rossi, Ryan A.  and
      Manocha, Dinesh",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2028/",
    pages = "40811--40838",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-lrbench,
    title = "{LRB}ench and Judge-R1: Principled Evaluation and Training of {LLM}-Based Judges for Long-Context Reasoning",
    author = "Zhao, Xinyi  and
      Hu, Haoqi  and
      Wang, Ziyu  and
      Xiao, Jinfeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2029/",
    pages = "40839--40861",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-beyond-reproduction,
    title = "Beyond Reproduction: A Paired-Task Framework for Assessing {LLM} Comprehension and Creativity in Literary Translation",
    author = "Zhang, Ran  and
      Eger, Steffen  and
      Tezcan, Arda  and
      Zhao, Wei  and
      Ponzetto, Simone Paolo  and
      Macken, Lieve",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2030/",
    pages = "40862--40884",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hasani-etal-2026-mechanistic,
    title = "Mechanistic Interpretability of Large-Scale Counting in {LLM}s through a System-2 Strategy",
    author = "Hasani, Hosein  and
      Banayeeanzade, Mohammadali  and
      Nafisi, Ali  and
      Mohammadian, Sadegh  and
      Askari, Fatemeh  and
      Bagherian, Mobin  and
      Izadi, Amirmohammad  and
      Baghshah, Mahdieh Soleymani",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2031/",
    pages = "40885--40901",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{suri-etal-2026-codescout,
    title = "{C}ode{S}cout: Contextual Problem Statement Enhancement for Software Agents",
    author = "Suri, Manan  and
      Li, Xiangci  and
      Shojaie, Mehdi  and
      Han, Songyang  and
      Hsu, Chao-Chun  and
      Garg, Shweta  and
      Deshmukh, Aniket Anand  and
      Kumar, Varun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2032/",
    pages = "40902--40931",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liang-etal-2026-evaluating,
    title = "Evaluating Scene-based In-Situ Item Labeling for Immersive Conversational Recommendation",
    author = "Liang, Jiazhou  and
      Liu, Yifan Simon  and
      Guo, David  and
      Jiang, Yilun  and
      Sun, Minqi  and
      Sanner, Scott",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2033/",
    pages = "40932--40953",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-caragea-2026-stanceattack,
    title = "{S}tance{A}ttack: Adversarial Attack for Stance Detection",
    author = "Zhao, Chenye  and
      Caragea, Cornelia",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2034/",
    pages = "40954--40971",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{shahriar-etal-2026-meav,
    title = "{MEAV}: Model Editing with Alignment Vectors for inference time {LLM} alignment in single and multidomain preference spectrum",
    author = "Shahriar, Sadat  and
      Qi, Zheng  and
      Pappas, Nikolaos  and
      Doss, Srikanth  and
      Halder, Kishaloy  and
      Sunkara, Monica  and
      Mager, Manuel  and
      Benajiba, Yassine",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2035/",
    pages = "40972--40985",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{singha-etal-2026-biovlm,
    title = "{B}io{VLM}: Routing Prompts, Not Parameters, for Cross-Modality Generalization in Biomedical {VLM}s",
    author = "Singha, Mainak  and
      Gupta, Tanisha  and
      Jha, Ankit  and
      Khan, Muhammad Haris  and
      Ghosh, Sayantani  and
      Banerjee, Biplab",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2036/",
    pages = "40986--41005",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lee-etal-2026-scale,
    title = "{SCALE}: Upscaled Continual Learning of Large Language Models",
    author = "Lee, Jin-woo  and
      Choi, Junhwa  and
      Hwang, Bongkyu  and
      Choo, Jinho  and
      Kim, Bogun  and
      Yi, Jeongseon  and
      Lee, Joonseok  and
      Jung, DongYoung  and
      Park, Jaeseon  and
      Park, Kyoungwon  and
      Jung, Suk-hoon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2037/",
    pages = "41006--41020",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gupta-etal-2026-words,
    title = "Words that make {SENSE}: Sensorimotor Norms in Learned Lexical Token Representations",
    author = "Gupta, Abhinav  and
      Mintz, Toben  and
      Thomason, Jesse",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2038/",
    pages = "41021--41029",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-jurgens-2026-interpreting,
    title = "Interpreting Style Representations via Style-Eliciting Prompts",
    author = "Kim, Junghwan  and
      Jurgens, David",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2039/",
    pages = "41030--41048",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{arora-etal-2026-optimizing,
    title = "Optimizing Conversational Quality in Spoken Dialogue Systems with Reinforcement Learning from {AI} Feedback",
    author = "Arora, Siddhant  and
      Tian, Jinchuan  and
      Shi, Jiatong  and
      Futami, Hayato  and
      Kashiwagi, Yosuke  and
      Tsunoo, Emiru  and
      Watanabe, Shinji",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2040/",
    pages = "41049--41066",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{almeida-etal-2026-conceptual,
    title = "Conceptual Hierarchies within {LLM}s",
    author = "Almeida, Tiago  and
      Zhu, Zining  and
      Ning, Yue",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2041/",
    pages = "41067--41079",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-chen-2026-conjecture,
    title = "Conjecture and Inquiry: Quantifying Software Performance Requirements via Interactive Retrieval-Augmented Preference Elicitation",
    author = "Wang, Shihai  and
      Chen, Tao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2042/",
    pages = "41080--41098",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-measuring,
    title = "Measuring Large Language Models' Adversarial Behavior in Social Deduction Games",
    author = "Li, Marissa Zhao  and
      Shivakumar, Esha  and
      Wang, Peiran  and
      Li, Ying  and
      Tian, Yuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2043/",
    pages = "41099--41115",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-changjuan,
    title = "{C}hang{J}uan: A Comprehensive Benchmark for Book-Length {C}hinese Story Evaluation",
    author = "Yang, Dingyi  and
      Wang, Mingshuo  and
      Jin, Qin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2044/",
    pages = "41116--41134",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{min-etal-2026-progressive,
    title = "Progressive Re-ranking for Multimodal Retrieval-Augmented Generation via Curriculum Learning",
    author = "Min, Zhu  and
      Hao, Yanchao  and
      Liu, Jian  and
      He, Shizhu  and
      Chen, Xi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2045/",
    pages = "41135--41147",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sultan-astudillo-2026-confidence,
    title = "Confidence-Weighted Token Set Cover for Early Hypothesis Pruning in Self-Consistency",
    author = "Sultan, Md Arafat  and
      Astudillo, Ram{\textbackslash}'on Fernandez",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2046/",
    pages = "41148--41155",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{titiya-etal-2026-mmtabreal,
    title = "{MMT}ab{R}eal: Real-World Benchmark for Multimodal Table Understanding",
    author = "Titiya, Prasham Yatinkumar  and
      Trivedi, Jainil  and
      Baral, Chitta  and
      Gupta, Vivek",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2047/",
    pages = "41156--41176",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{fazli-etal-2026-inject,
    title = "Inject to Heal: Alleviating hallucination in {LVLM}s via Context Embedding Injection",
    author = "Fazli, Mehrdad  and
      Wei, Bowen  and
      Zhu, Ziwei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2048/",
    pages = "41177--41193",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zangari-etal-2026-colorful,
    title = "Colorful Talks with Graphs: Human-Interpretable Graph Encodings for Large Language Models",
    author = "Zangari, Angelo  and
      Baghershahi, Peyman  and
      Medya, Sourav",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2049/",
    pages = "41194--41215",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cai-etal-2026-sam,
    title = "{SAM}-{NER}: Semantic Archetype Mediation for Zero-Shot Named Entity Recognition",
    author = "Cai, Ruichu  and
      Gan, Juntao  and
      Mai, Miao  and
      Hao, Zhifeng  and
      Xu, Boyan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2050/",
    pages = "41216--41231",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{han-etal-2026-drpg,
    title = "{DRPG} (Decompose, Retrieve, Plan, Generate): An Agentic Framework for Academic Rebuttal",
    author = "Han, Peixuan  and
      Yu, YingJie  and
      Xu, Jingjun  and
      You, Jiaxuan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2051/",
    pages = "41232--41249",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{reddy-etal-2026-biasgrpo,
    title = "{B}ias{GRPO}: Stabilizing Bias Mitigation in High-Variance Reward Landscapes via Group-Relative Policy Optimization",
    author = "Reddy, Saket  and
      Yang, Ke  and
      Zhai, ChengXiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2052/",
    pages = "41250--41267",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zheng-etal-2026-masktab,
    title = "{M}ask{T}ab: Scalable Masked Tabular Pretraining with Scaling Laws and Distillation for Industrial Classification",
    author = "Zheng, Bo  and
      Chen, Yudong  and
      Xiong, Zihua  and
      Fang, Shuai  and
      He, Peidong  and
      Yang, Yang  and
      Guo, Sheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2053/",
    pages = "41268--41280",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yin-etal-2026-enhancing,
    title = "Enhancing Zero-Shot Time Series Forecasting in Off-the-Shelf {LLM}s via Noise Injection Prompting",
    author = "Yin, Xingyou  and
      Zhang, Ceyao  and
      Hu, Min  and
      Chen, Kai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2054/",
    pages = "41281--41308",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cheng-etal-2026-text,
    title = "Text Embedding as Treatment: A Meta Causal Approach for Robust Sentiment Classification",
    author = "Cheng, Fengxiang  and
      Zhou, Chuan  and
      Li, Xiang  and
      Li, Haoxuan  and
      Wang, Wen-li  and
      Chen, Jinkun  and
      Gong, Mingming  and
      Zhang, Kun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2055/",
    pages = "41309--41320",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-etal-2026-clinicast,
    title = "{C}lini{CAST}: Benchmarking Acoustic Grounding and Text Dominance in Medical Triage",
    author = "Kim, Kyusik  and
      Yoo, Hyunwoo  and
      Choi, Jaehoon  and
      Kim, Kitae  and
      Rosen, Gail  and
      Suh, Bongwon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2056/",
    pages = "41321--41343",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-etal-2026-whose,
    title = "Whose Voice, Whose Avatar? Gender Matching Bias in Multimodal {AI} Teammates",
    author = "Kim, Kyusik  and
      Choi, Jaehoon  and
      Yoo, Hyunwoo  and
      Suh, Bongwon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2057/",
    pages = "41344--41367",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yu-etal-2026-webanchor,
    title = "{W}eb{A}nchor: Anchoring Agent Planning to Stabilize Long-Horizon Web Reasoning",
    author = "Yu, Xinmiao  and
      Zhang, Liwen  and
      Feng, Xiaocheng  and
      Xie, Pengjun  and
      Zhou, Jingren  and
      Qin, Bing  and
      Jiang, Yong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2058/",
    pages = "41368--41380",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ito-etal-2026-context,
    title = "Context-Driven and Reference-Guided Data Augmentation for Subtitle Translation",
    author = "Ito, Hitoshi  and
      Shirai, Naoto  and
      Kinugawa, Kazutaka  and
      Mino, Hideya  and
      Endo, Rei  and
      Kawai, Yoshihiko",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2059/",
    pages = "41381--41394",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ivey-etal-2026-real,
    title = "Real or Robotic? Assessing Whether {LLM}s Accurately Simulate Qualities of Human Responses in Human-{LLM} Dialogue",
    author = "Ivey, Jonathan  and
      Kumar, Shivani  and
      Liu, Jiayu  and
      Shen, Hua  and
      Rakshit, Sushrita  and
      Raju, Rohan  and
      Zhang, Haotian  and
      Ananthasubramaniam, Aparna  and
      Kim, Junghwan  and
      Yi, Bowen  and
      Wright, Dustin  and
      Israeli, Abraham  and
      M{\{}{\textbackslash}o{\}}ller, Anders Giovanni  and
      Zhang, Lechen  and
      Jurgens, David",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2060/",
    pages = "41395--41432",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sarangi-salam-2026-small,
    title = "Can Small {LLM}s Learn a Robust Theory of Mind via {RLVR}? Investigating Generalization through the False-Belief Task",
    author = "Sarangi, Sneheel  and
      Salam, Hanan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2061/",
    pages = "41433--41448",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kumar-etal-2026-rolling,
    title = "Rolling Out Data Quality Overnight, without losing the plot: A Multi-Agent System for Speech Data Quality Management",
    author = "Kumar, Rishabh  and
      Painuli, Abhinav  and
      Saji, Chriss Philip  and
      Soni, Devesh  and
      Krishna, Amrith  and
      Ramakrishnan, Ganesh",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2062/",
    pages = "41449--41492",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zeng-nakano-2026-schema,
    title = "Schema-Guided Response Generation using Multi-Frame Dialogue State for Motivational Interviewing Systems",
    author = "Zeng, Jie  and
      Nakano, Yukiko",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2063/",
    pages = "41493--41524",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-passive,
    title = "From Passive Metric to Active Signal: The Evolving Role of Uncertainty Quantification in Large Language Models",
    author = "Zhang, Jiaxin  and
      Cui, Wendi  and
      Li, Zhuohang  and
      Huang, Lifu  and
      Malin, Bradley A.  and
      Xiong, Caiming  and
      Wu, Chien-Sheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2064/",
    pages = "41525--41544",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-value,
    title = "Value{--}Action Alignment in Large Language Models under Privacy{--}Prosocial Conflict",
    author = "Chen, Guanyu  and
      Yu, Chenxiao  and
      Hu, Xiyang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2065/",
    pages = "41545--41564",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{han-etal-2026-see,
    title = "See or Say Graphs: Agent-Driven Scalable Graph Understanding with Vision-Language Models",
    author = "Han, Shuo  and
      Cao, Yukun  and
      Ding, Zezhong  and
      Gao, Zengyi  and
      Zhou, S Kevin  and
      Xie, Xike",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2066/",
    pages = "41565--41589",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yukhymenko-etal-2026-recovered,
    title = "Recovered in Translation: Efficient Pipeline for Automated Translation of Benchmarks and Datasets",
    author = "Yukhymenko, Hanna  and
      Alexandrov, Anton  and
      Vechev, Martin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2067/",
    pages = "41590--41609",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{asgari-etal-2026-morphbpe,
    title = "{M}orph{BPE}: Morphology-Aware Tokenization for Efficient {LLM} Training",
    author = "Asgari, Ehsaneddin  and
      El Kheir, Yassine  and
      SadraeiJavaheri, MohammadAli  and
      Nazari, Ali",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2068/",
    pages = "41610--41621",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{luo-etal-2026-storage,
    title = "From Storage to Experience: A Survey on the Evolution of {LLM} Agent Memory Mechanisms",
    author = "Luo, Jinghao  and
      Tian, Yuchen  and
      Cao, Chuxue  and
      Luo, Ziyang  and
      Lin, Hongzhan  and
      Li, Kaixin  and
      Kong, Chuyi  and
      Yang, Ruichao  and
      Ma, Jing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2069/",
    pages = "41622--41652",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{oza-etal-2026-llms,
    title = "{LLM}s are Brittle to Simple Code Transformations: Introducing {CETB}ench {--} A Benchmark for Code-Equivalence Checking",
    author = "Oza, Neeva  and
      Govil, Ishaan  and
      Gupta, Parul  and
      Khandelwal, Dinesh  and
      Garg, Dinesh  and
      Singla, Parag",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2070/",
    pages = "41653--41685",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{soetedjo-etal-2026-enhancing,
    title = "Enhancing Factuality through Consensus and Consistency in Summarization Using Minimum {B}ayes Risk Decoding",
    author = "Soetedjo, Riza Setiawan  and
      Sakai, Yusuke  and
      Kamigaito, Hidetaka  and
      Kwon, Jingun  and
      Okumura, Manabu  and
      Watanabe, Taro",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2071/",
    pages = "41686--41713",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{upadhyay-etal-2026-moneyball,
    title = "Moneyball with {LLM}s: Analyzing Tabular Summarization in Sports Narratives",
    author = "Upadhyay, Ritam  and
      Ahuja, Naman  and
      Baral, Rishabh  and
      Garimella, Aparna  and
      Gupta, Vivek",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2072/",
    pages = "41714--41739",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{chen-etal-2026-computational,
    title = "A Computational Method for Measuring Open Codes in Qualitative Analysis",
    author = "Chen, John  and
      Lotsos, Alexandros Nikolaos  and
      Cheng, Sihan  and
      Zhao, Lexie  and
      Zhang, Yanjia  and
      Hullman, Jessica  and
      Sherin, Bruce  and
      Wilensky, Uri  and
      Horn, Michael",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2073/",
    pages = "41740--41758",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{huang-etal-2026-vulnerability,
    title = "Vulnerability of {LLM}s' Stated Belief? {LLM}s Belief Resistance Check Through Strategic Persuasive Conversation Interventions",
    author = "Huang, Fan  and
      Kwak, Haewoon  and
      An, Jisun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2074/",
    pages = "41759--41794",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-choose,
    title = "Choose Your Lens: Multi-Perspective Value Alignment of Chain-of-Thought Reasoning",
    author = "Zhao, Gejian  and
      Wu, Hanzhou  and
      Zhang, Xinpeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2075/",
    pages = "41795--41808",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hsu-etal-2026-beyond,
    title = "Beyond Evidence: Belief-Chain Conditioning for Persuasive Misinformation Debunking Explanation",
    author = "Hsu, Yi-Li  and
      Chang, Li-Wun  and
      Hsu, Chun-Yu  and
      Shih, Wei-Kuan  and
      Xiong, Aiping  and
      Ku, Lun-Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2076/",
    pages = "41809--41836",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-cotjudger,
    title = "{C}o{TJ}udger: A Graph-Driven Framework for Automatic Evaluation of Chain-of-Thought Efficiency and Redundancy in {LRM}s",
    author = "Li, Siyi  and
      Shi, Jiajun  and
      Ni, Shiwen  and
      Zhang, Ge  and
      Li, Shuaimin  and
      Wang, Shijian  and
      Wen, Zhoufutu  and
      LI, Yizhi  and
      Alinejad-Rokny, Hamid  and
      Liu, Jiaheng  and
      Yang, Min  and
      Huang, Wenhao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2077/",
    pages = "41837--41863",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{singla-etal-2026-inner,
    title = "The Inner Monologue of Language Models: When Reasoning Traces Reveal More Than They Hide",
    author = "Singla, Pratham  and
      Garg, Shivank  and
      Singh, Ayush  and
      Garg, Ishan  and
      Saichandran, Ketan Suhaas",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2078/",
    pages = "41864--41889",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-vlms,
    title = "Do {VLM}s Have a Moral Backbone? A Study on the Fragile Morality of Vision-Language Models",
    author = "Liu, Zhining  and
      Wang, Tianyi  and
      Lin, Xiao  and
      Ouyang, Penghao  and
      Li, Gaotang  and
      Yang, Ze  and
      Liu, Hui  and
      Keswani, Sumit  and
      Pardeshi, Vishwa  and
      Zhao, Huijun  and
      Fan, Wei  and
      Tong, Hanghang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2079/",
    pages = "41890--41909",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{fu-etal-2026-enpmr,
    title = "{ENPMR}-Bench: Benchmarking Proactive Memory Retrieval for Emotional Support Agents",
    author = "Fu, Xing  and
      Hu, Yulin  and
      Ji, Mengtong  and
      Li, Haozhen  and
      Sun, Yixin  and
      Zhao, Weixiang  and
      Zhao, Yanyan  and
      Qin, Bing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2080/",
    pages = "41910--41933",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{roy-etal-2026-grounded,
    title = "Grounded Concreteness: Human-Like Concreteness Sensitivity in Vision{--}Language Models",
    author = "Roy, Aryan  and
      Wang, Zekun  and
      MacLellan, Christopher J.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2081/",
    pages = "41934--41950",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kaur-etal-2026-proper,
    title = "{PROPER} Agents: Proactivity Driven Personalized Agents for Advancing Knowledge Gap Navigation",
    author = "Kaur, Kirandeep  and
      Gupta, Vinayak  and
      Gupta, Aditya  and
      Shah, Chirag",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2082/",
    pages = "41951--41975",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{agarwal-etal-2026-po,
    title = "{PO}-{KGQA}: Preference Optimization for Low-Resource Complex Knowledge Graph Question Answering",
    author = "Agarwal, Prerna  and
      Singh, Ayushman Kumar  and
      Bedathur, Srikanta",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2083/",
    pages = "41976--41997",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xie-etal-2026-beyond,
    title = "Beyond Prompt Engineering: A Systematic Analysis of Prompt Lexical Sensitivity and Its Impacts on Quality",
    author = "Xie, Qipeng  and
      Liang, Zi  and
      Wu, Jiafei  and
      Chen, Yufei  and
      Wang, Weizheng  and
      Ma, Wenao  and
      Ming, Zhong  and
      Yang, Haiqin  and
      Wu, Kaishun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2084/",
    pages = "41998--42012",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jeung-etal-2026-dusk,
    title = "{DUSK}: Do Not Unlearn Shared Knowledge",
    author = "Jeung, Wonje  and
      Yoon, Sangyeon  and
      Hong, Hyesoo  and
      Kim, Soeun  and
      Han, Seungju  and
      Yu, Youngjae  and
      No, Albert",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2085/",
    pages = "42013--42031",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{agrawal-etal-2026-towards,
    title = "Towards Mitigating Hallucinations in Large Vision-Language Models by Refining Textual Embeddings",
    author = "Agrawal, Aakriti  and
      KV, Gouthaman  and
      Aralikatti, Rohith  and
      Jagatap, Gauri  and
      Yuan, Jiaxin  and
      Baskar, Sarvesh  and
      Kamarshi, Vijay  and
      Fanelli, Andrea  and
      Huang, Furong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2086/",
    pages = "42032--42048",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zahraei-etal-2026-prior,
    title = "Prior Beliefs Prejudice {LLM}-as-Judge: Evidence from Persuasion Evaluation",
    author = "Zahraei, Pardis Sadat  and
      Wang, Xiaoning  and
      Bozdag, Nimet Beyza  and
      Tur, Gokhan  and
      Hakkani-T{\textbackslash}{''}ur, Dilek",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2087/",
    pages = "42049--42082",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lee-etal-2026-direct,
    title = "Direct Token Optimization: A Self-Contained Approach to Large Language Model Unlearning",
    author = "Lee, Hong Kyu  and
      Liu, Ruixuan  and
      Xiong, Li",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2088/",
    pages = "42083--42100",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{qin-etal-2026-entrobench,
    title = "{E}ntro{B}ench: Evaluating {LLM} Watermarking Under Multi-Entropy Scenarios and Practical User Operations",
    author = "Qin, Pengyuan  and
      Tu, Linnan  and
      Ke, Yuhan  and
      Ling, Hefei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2089/",
    pages = "42101--42118",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{fang-glass-2026-beyond,
    title = "Beyond Single-Shot: Multi-step Tool Retrieval via Query Planning",
    author = "Fang, Wei  and
      Glass, James R.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2090/",
    pages = "42119--42144",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhao-etal-2026-safety,
    title = "On Safety Risks in Experience-Driven Self-Evolving Agents",
    author = "Zhao, Weixiang  and
      Zhang, Yichen  and
      Wang, Yingshuo  and
      Deng, Yang  and
      Zhao, Yanyan  and
      Zhi, Xuda  and
      Huang, Yongbo  and
      He, Hao  and
      Che, Wanxiang  and
      Qin, Bing  and
      Liu, Ting",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2091/",
    pages = "42145--42169",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{anupam-etal-2026-llm,
    title = "{LLM} Program Optimization via Retrieval Augmented Search",
    author = "Anupam, Sagnik  and
      Shypula, Alexander  and
      Bastani, Osbert",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2092/",
    pages = "42170--42186",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{agrawal-etal-2026-ensemw2s,
    title = "{E}nsem{W}2{S}: Enhancing Weak-to-Strong Generalization with Large Language Model Ensembles",
    author = "Agrawal, Aakriti  and
      Ding, Mucong  and
      Deng, Chenghao  and
      Che, Zora  and
      Rajaram, Arjun  and
      Satheesh, Anirudh  and
      An, Bang  and
      Bruss, C. Bayan  and
      Langford, John  and
      Huang, Furong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2093/",
    pages = "42187--42216",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{jang-etal-2026-stable,
    title = "Stable On-Policy Distillation through Adaptive Target Reformulation",
    author = "Jang, Ijun  and
      Yeom, Jewon  and
      Yeo, Juan  and
      Lim, Hyunggyu  and
      Kim, Taesup",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2094/",
    pages = "42217--42227",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{pang-etal-2026-syntactic,
    title = "A Syntactic and Semantic Probe into Language Evolution based on Large Language Models",
    author = "Pang, Hao  and
      Li, Changcheng  and
      Liu, Yingxue",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2095/",
    pages = "42228--42250",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kardinata-etal-2026-assessing,
    title = "Assessing the Effect of Context in Multi-domain Acceptability Judgment",
    author = "Kardinata, Eunike Andriani  and
      Sakai, Yusuke  and
      Watanabe, Taro",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2096/",
    pages = "42251--42266",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{guo-etal-2026-lost,
    title = "Lost in Decomposition: Analyzing and Mitigating the Limitations of Long Context Methods via Context Dependency",
    author = "Guo, Jiayuan  and
      Su, Yueyang  and
      Ge, Yuyao  and
      Guan, Saiping  and
      Yu, Lei  and
      Guo, Jiafeng  and
      Cheng, Xueqi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2097/",
    pages = "42267--42285",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{fu-etal-2026-tandem,
    title = "Tandem: Riding Together with Large and Small Language Models for Efficient Reasoning",
    author = "Fu, Zichuan  and
      Wu, Xian  and
      Li, Guojing  and
      Wang, Yejing  and
      Chen, Yijun  and
      Zihao, Zhao  and
      Yixuan, Luo  and
      Yan, Hanyu  and
      Zheng, Yefeng  and
      Zhao, Xiangyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2098/",
    pages = "42286--42302",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-probe,
    title = "{PROBE}: {PRO}cess-Based {BE}nchmark for Hallucination Detection",
    author = "Zhang, Yu  and
      Belcak, Peter  and
      Diao, Shizhe  and
      Fu, Yonggan  and
      Ghosh, Shaona  and
      Mardani, Morteza  and
      Long, Eileen Margaret Peters  and
      Yu, Bei  and
      Molchanov, Pavlo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2099/",
    pages = "42303--42320",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-prompt-optimization,
    title = "Prompt Optimization for Relation Extraction using Reinforcement Learning",
    author = "Liu, Ying  and
      Shuai, Dong  and
      Zibo, Cui  and
      Ye, TengQi  and
      Wu, Gang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2100/",
    pages = "42321--42334",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kumar-etal-2026-polyaudio,
    title = "{P}oly{A}udio: Advancing Multi-Audio Reasoning in Large Audio Language Models with Interleaved Multi-Audio Contexts",
    author = "Kumar, Sonal  and
      Ghosh, Sreyan  and
      Lin, Yueqian  and
      Sakshi, S  and
      Seth, Ashish  and
      Chen, Yiran  and
      Duraiswami, Ramani  and
      Manocha, Dinesh",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2101/",
    pages = "42335--42353",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-etal-2026-scaling,
    title = "Scaling Evaluation-Time Compute with Reasoning Models as Evaluators",
    author = "Kim, Seungone  and
      Wu, Ian  and
      Lee, Jinu  and
      Yue, Xiang  and
      Lee, Seongyun  and
      Moon, Minkyeong  and
      Lawrence, Carolin  and
      Gashteovski, Kiril  and
      Hockenmaier, Julia  and
      Neubig, Graham  and
      Welleck, Sean",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2102/",
    pages = "42354--42384",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{rodkin-etal-2026-beyond,
    title = "Beyond Memorization: Extending Reasoning Depth with Recurrence, Memory and Test-Time Compute Scaling",
    author = "Rodkin, Ivan  and
      Orel, Daniil  and
      Smirnov, Konstantin  and
      Bolatov, Arman  and
      Elbouardi, Bilal  and
      Hassan, Besher  and
      Kuratov, Yuri  and
      Bulatov, Aydar  and
      Nakov, Preslav  and
      Baldwin, Timothy  and
      Shelmanov, Artem  and
      Burtsev, Mikhail",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2103/",
    pages = "42385--42404",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hu-etal-2026-navigating,
    title = "Navigating the Alignment-Calibration Trade-off: A {P}areto-Superior Frontier via Model Merging",
    author = "Hu, Tiancheng  and
      Minixhofer, Benjamin  and
      Collier, Nigel",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2104/",
    pages = "42405--42422",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{bhatt-etal-2026-representation,
    title = "From Representation to Choice: Tracing Decision Emergence Across Languages in {LLM}s",
    author = "Bhatt, Divyanshu  and
      Joshi, Abhinav  and
      Patel, Ujjaval  and
      Modi, Ashutosh",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2105/",
    pages = "42423--42442",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kodavanti-etal-2026-unlocking,
    title = "Unlocking the Edge deployment and ondevice acceleration of multi-{L}o{RA} enabled one-for-all foundational {LLM}",
    author = "Kodavanti, Sravanth  and
      Vajrala, Sowmya  and
      Miriyala, Srinivas Soumitri  and
      Tiwari, Utsav  and
      Kumar, Uttam  and
      Mahawar, Utkarsh Kumar  and
      Singh, Achal Pratap  and
      D, Arya  and
      Mutyala, Narendra  and
      Rajendiran, Vikram Nelvoy  and
      Allur, Sharan Kumar  and
      Lee, Euntaik  and
      Kim, Dohyoung  and
      Lee, HyeonSu  and
      Cho, Gyusung  and
      Kim, JungBae",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2106/",
    pages = "42443--42455",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-synthrl,
    title = "{S}ynth{RL}: Scaling Visual Reasoning with Verifiable Data Synthesis",
    author = "Wu, Zijian  and
      Ni, Jinjie  and
      Liu, Xiangyan  and
      Liu, Zichen  and
      Yan, Hang  and
      Shieh, Michael Qizhe",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2107/",
    pages = "42456--42476",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{bansal-etal-2026-fragments,
    title = "From Fragments to Facts: A Curriculum-Driven {DPO} Approach for Generating {H}indi News Veracity Explanations",
    author = "Bansal, Pulkit  and
      Kumar, Raghvendra  and
      Singh, Shakti  and
      Jatowt, Adam  and
      Saha, Sriparna",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2108/",
    pages = "42477--42497",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yu-etal-2026-joint,
    title = "Joint Optimization of Training Data and Policy in {RLHF}",
    author = "Yu, Zhuohao  and
      Zeng, Jiali  and
      Gu, Weizheng  and
      Sun, Mengyuan  and
      Wang, Yidong  and
      Meng, Fandong  and
      Zhou, Jie  and
      Zhang, Shikun  and
      Ye, Wei",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2109/",
    pages = "42498--42514",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{doi-etal-2026-simul,
    title = "Simul-{COMET}: A Quality Metric for Simultaneous Interpretation in Distant Language Pair Considering Word Order Difference",
    author = "Doi, Kosuke  and
      Makinae, Mana  and
      Sakai, Yusuke  and
      Kamigaito, Hidetaka  and
      Watanabe, Taro",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2110/",
    pages = "42515--42533",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ni-etal-2026-risk,
    title = "Risk-Controlled Event-Driven Cascading Updates for Knowledge Graph Consistency Restoration",
    author = "Ni, Bo  and
      Ge, Qinwen  and
      Fu, Haowei  and
      Rossi, Ryan A.  and
      Liu, Xiaorui  and
      Xu, Jiejun  and
      Derr, Tyler",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2111/",
    pages = "42534--42548",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{lim-etal-2026-contracteval,
    title = "{C}ontract{E}val: A Benchmark for Evaluating Contract-Satisfying Assertions in Code Generation",
    author = "Lim, Soohan  and
      Hahn, Joonghyuk  and
      Park, Hyunwoo  and
      Ko, Sang-Ki  and
      Han, Yo-Sub",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2112/",
    pages = "42549--42566",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hou-etal-2026-tom,
    title = "{T}o{M}-Synth: Scaling Robust Theory of Mind in {LLM}s via 6,912 Structured Social Units",
    author = "Hou, Guiyang  and
      Huang, Xiang  and
      Lyu, Shangke  and
      Wu, Yuchuan  and
      Luo, Weiyao  and
      Mei, Xinyu  and
      Shen, Yongliang  and
      Lu, Weiming  and
      Li, Yongbin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2113/",
    pages = "42567--42582",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{qureshi-etal-2026-budget,
    title = "Budget-Aware Routing for Long Clinical Text",
    author = "Qureshi, Khizar  and
      Martin, Geoffrey  and
      Peng, Yifan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2114/",
    pages = "42583--42598",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-multi,
    title = "Multi-{LLM} Collaborative Search for Complex Problem Solving",
    author = "Yang, Sen  and
      Li, Yafu  and
      Lam, Wai  and
      Cheng, Yu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2115/",
    pages = "42599--42614",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yao-etal-2026-scenelm,
    title = "{S}cene{LM}: 3{D}-Aware Language Models for Editable 3{D} Scene Synthesis",
    author = "Yao, Xingbo  and
      Chen, Xiaoyu  and
      Zhang, Doudou  and
      Sheng, Mingzhi  and
      Cao, Boyuan  and
      Chen, Ying-Cong  and
      Xiong, Hui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2116/",
    pages = "42615--42624",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kathuria-kumar-2026-leveraging,
    title = "Leveraging Pretrained Language Models as Energy Functions for Glauber Dynamics Text Diffusion",
    author = "Kathuria, Tarun  and
      Kumar, Sachin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2117/",
    pages = "42625--42643",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{sudevan-etal-2026-uncovering,
    title = "Uncovering Currency Bias and Syntax Gap in Text Embedding Models",
    author = "Sudevan, Saurav  and
      Pal, Harsh  and
      Katyal, Yatin  and
      Manchanda, Sahil",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2118/",
    pages = "42644--42702",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{qing-etal-2026-c,
    title = "{C}-{R}e{D}: A Comprehensive {C}hinese Benchmark for {AI}-Generated Text Detection Derived from Real-World Prompts",
    author = "Qing, Chenxi  and
      Wu, Junxi  and
      Liu, Zheng  and
      Qiu, Yixiang  and
      Yu, Hongyao  and
      Chen, Bin  and
      Wu, Hao  and
      Xia, Shu-Tao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2119/",
    pages = "42703--42733",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ji-etal-2026-seer,
    title = "Seer Self-Consistency: Advance Budget Estimation for Adaptive Test-Time Scaling",
    author = "Ji, Shiyu  and
      Wang, Yixuan  and
      Liu, Yijun  and
      Zhu, Qingfu  and
      Che, Wanxiang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2120/",
    pages = "42734--42747",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zhang-etal-2026-context-fidelity,
    title = "Context-Fidelity Boosting: Enhancing Faithful Generation through Watermark-Inspired Decoding",
    author = "Zhang, Weixu  and
      Ye, Fanghua  and
      Gao, Qiang  and
      Li, Jian  and
      Wu, Haolun  and
      Tian, Yuxing  and
      Duan, Sijing  and
      Du, Nan  and
      Li, Xiaolong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2121/",
    pages = "42748--42759",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kundu-etal-2026-carve,
    title = "{C}a{RVE}: Critiquing and Refining Visual Elaborations for Figurative Language Illustrations",
    author = "Kundu, Manishit  and
      Padole, Tejomay Kishor  and
      Shekhar, Sumit  and
      Banerjee, Biplab  and
      Bhattacharyya, Pushpak",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2122/",
    pages = "42760--42777",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ni-etal-2026-defending,
    title = "Defending {LLM}s against Jailbreak Attacks via Template-Based {ICL} with a Defensive Suffix",
    author = "Ni, Ruiyang  and
      Li, Changlong  and
      Han, Shuaibiao  and
      Yi, Zhiyu  and
      Xu, Perley  and
      Ruan, Wenjie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2123/",
    pages = "42778--42797",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{amin-etal-2026-fallback,
    title = "From Fallback to Frontline: When Can {LLM}s be Superior Annotators of Human Perspectives?",
    author = "Amin, Hasan  and
      Tian, Harry Yizhou  and
      Duan, Xiaoni  and
      Ho, Chien-Ju  and
      Khanna, Rajiv  and
      Yin, Ming",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2124/",
    pages = "42798--42830",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{gong-etal-2026-theory,
    title = "Does Theory of Mind Improvement Really Benefit Human-{AI} Interactions? Empirical Findings from Interactive Evaluations",
    author = "Gong, Nanxu  and
      Chen, Zixin  and
      Li, Haotian  and
      Zhao, Zishu  and
      Lian, Jianxun  and
      Qu, Huamin  and
      Fu, Yanjie  and
      Xie, Xing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2125/",
    pages = "42831--42860",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{hao-etal-2026-sere,
    title = "{SERE}: Structural Example Retrieval for Enhancing {LLM}s in Event Causality Identification",
    author = "Hao, Zhifeng  and
      Chen, Zhongjie  and
      Lu, Junhao  and
      Yu, Shengyin  and
      Hu, Guimin  and
      Zhang, Keli  and
      Cai, Ruichu  and
      Xu, Boyan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2126/",
    pages = "42861--42886",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-emotion,
    title = "Emotion Trajectory-aware Retrieval for {M}arkov-driven Emotion Anticipation in {LLM}-based Emotional Support Conversation",
    author = "Wu, Hongyan  and
      Tian, Zhiliang  and
      Huang, Zhen  and
      Hu, Tengyue  and
      Qiao, Linbo  and
      Gao, Yifu  and
      Liu, Feng  and
      Li, Dongsheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2127/",
    pages = "42887--42905",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-high,
    title = "High-Throughput and Memory-Efficient Zeroth-Order Fine-tuning {LLM}s with Distributed Parallel Computing",
    author = "Wang, Liangyu  and
      Xie, Huanyi  and
      Wang, Di",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2128/",
    pages = "42906--42923",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tang-etal-2026-autoagent,
    title = "{A}uto{A}gent: A Fully-Automated and Zero-Code Framework for {LLM} Agents",
    author = "Tang, Jiabin  and
      Fan, Tianyu  and
      Huang, Chao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2129/",
    pages = "42924--42974",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cheng-etal-2026-dr,
    title = "{DR}-{HM}: Distill-then-Reinforce Training with Cognition-Aware Data Synthesis for Harmful Meme Detection",
    author = "Cheng, Zihan  and
      Ma, Jianxiang  and
      Yang, Xiaocui  and
      Wang, Peidong  and
      Zhang, Wen  and
      Feng, Shi  and
      Wang, Daling  and
      Zhang, Yifei  and
      Zhang, Mingfu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2130/",
    pages = "42975--42993",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{salazar-etal-2026-long,
    title = "Long Story Short: Disentangling Compositionality and Long-Caption Understanding in Contrastive {VLM}s",
    author = "Salazar, Israfel  and
      Elliott, Desmond  and
      Kementchedjhieva, Yova",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2131/",
    pages = "42994--43008",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{langlais-etal-2026-model,
    title = "Model in Distress: Sentiment Analysis on {F}rench Synthetic Social Media",
    author = "Langlais, Pierre-Carl  and
      Chizhov, Pavel  and
      Detrois, Yannick  and
      Hinostroza, Carlos Rosas  and
      Yamshchikov, Ivan P.  and
      Perroy, Bastien",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2132/",
    pages = "43009--43021",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{madhyastha-adamcov-a-2026-working,
    title = "Working Memory Constraints Scaffold Learning in Transformers under Data Scarcity",
    author = "Madhyastha, Pranava  and
      Adamcov{\textbackslash}'a, Dagmar",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2133/",
    pages = "43022--43038",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-internalizing,
    title = "Internalizing Multi-Agent Reasoning for Accurate and Efficient {LLM}-based Recommendation",
    author = "Wu, Yang  and
      Wang, Haoze  and
      Li, Qian  and
      Zhang, Jun  and
      Yu, Huan  and
      Jiang, Jie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2134/",
    pages = "43039--43060",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{dong-2026-language,
    title = "Do Language Models Use Logophoric Cues? Evidence from {M}andarin {C}hinese Long-Distance Reflexive",
    author = "Dong, Yunfang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2135/",
    pages = "43061--43072",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ji-etal-2026-finestate,
    title = "{F}ine{S}tate-Bench: Benchmarking State-Conditioned Grounding for Fine-grained {GUI} State Setting",
    author = "Ji, Fengxian  and
      Yang, Jingpu  and
      Song, Zirui  and
      Wang, Yuanxi  and
      Cui, Zhexuan  and
      Li, Yuke  and
      Jiang, Qian  and
      Chen, Xiuying",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2136/",
    pages = "43073--43088",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{han-etal-2026-dictionary,
    title = "Dictionary Guided Sparse Logit Editing for Reliable Jailbreak Attacks",
    author = "Han, Shuaibiao  and
      Ni, Ruiyang  and
      Yi, Zhiyu  and
      Li, Changlong  and
      Xu, Perley  and
      Ruan, Wenjie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2137/",
    pages = "43089--43107",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liu-etal-2026-chain,
    title = "Chain-of-Relations: Faithful and Efficient {LLM} Reasoning over Knowledge Graphs via Relation-Centric Exploration",
    author = "Liu, Chenhui  and
      Zhou, Jianpeng  and
      Wang, Jiahai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2138/",
    pages = "43108--43119",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{liang-etal-2026-medqpa,
    title = "{M}ed{QPA}-Gen: Medical Question Proposing and Answering for Report Generation",
    author = "Liang, Weijie  and
      Zhu, Xiyue  and
      Zhu, Ruike  and
      Li, Chenhao  and
      Tang, Cheng  and
      Liu, Zhiyu  and
      Gong, Zhihua  and
      Luo, Shirui  and
      Li, Yudu  and
      Kindratenko, Volodymyr",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2139/",
    pages = "43120--43132",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{yang-etal-2026-faster,
    title = "Faster {M}o{E} {LLM} Inference for Extremely Large Models",
    author = "Yang, Haoqi  and
      Shi, Luohe  and
      Li, Qiwei  and
      Li, Zuchao  and
      Wang, Ping  and
      Huang, Hao  and
      Zhao, Hai",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2140/",
    pages = "43133--43151",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{veselovsky-etal-2026-localized,
    title = "Localized Cultural Knowledge is Conserved and Controllable in Large Language Models",
    author = "Veselovsky, Veniamin  and
      Arg{\{}{\textbackslash}i{\}}n, Berke  and
      Stroebl, Benedikt  and
      Wendler, Chris  and
      West, Robert  and
      Evans, James  and
      Griffiths, Thomas L.  and
      Narayanan, Arvind",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2141/",
    pages = "43152--43178",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{li-etal-2026-confidence,
    title = "The Confidence Paradox: Unveiling the Latent Discriminative Power of Diffusion Large Language Models in Mathematical Reasoning",
    author = "Li, Yansi  and
      Liu, Gongshen  and
      Zhang, Zhuosheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2142/",
    pages = "43179--43196",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{andriushchenko-etal-2026-efficient,
    title = "Efficient Hallucination Detection in Automatic Code Generation",
    author = "Andriushchenko, Georgii  and
      Garaev, Roman  and
      Rvanova, Lyudmila  and
      Shelmanov, Artem  and
      Ivanov, Vladimir V.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2143/",
    pages = "43197--43220",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{han-etal-2026-duet,
    title = "{D}u{ET}: Dual Execution for Test Output Prediction with Generated Code and Pseudocode",
    author = "Han, Hojae  and
      Kim, Jaejin  and
      Hwang, Seung-won  and
      Kim, Yu Jin  and
      Lee, Moontae",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2144/",
    pages = "43221--43243",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{rulli-etal-2026-attention,
    title = "Attention Sinks in Diffusion Language Models",
    author = "Rulli, Maximo Eduardo  and
      Petruzzi, Simone  and
      Michielon, Edoardo  and
      Silvestri, Fabrizio  and
      Scardapane, Simone  and
      Devoto, Alessio",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2145/",
    pages = "43244--43256",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{han-etal-2026-r3,
    title = "R$^3$-{SQL}: Ranking Reward and Resampling for Text-to-{SQL}",
    author = "Han, Hojae  and
      Jeong, Yeonseok  and
      Hwang, Seung-won  and
      Yao, Zhewei  and
      He, Yuxiong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2146/",
    pages = "43257--43275",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{waldendorf-etal-2026-detecting,
    title = "Detecting Hallucinations in {S}peech{LLM}s at Inference Time Using Attention Maps",
    author = "Waldendorf, Jonas  and
      Hasan, Bashar Awwad Shiekh  and
      Tsymbalov, Evgenii",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2147/",
    pages = "43276--43289",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{kim-kang-2026-leveraging,
    title = "Leveraging External Knowledge for Historical Document Restoration via Retrieval-Augmented Large Language Models",
    author = "Kim, Gabeen  and
      Kang, Kyeongpil",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2148/",
    pages = "43290--43304",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-experience,
    title = "From Experience to Skill: Multi-Agent Generative Engine Optimization via Reusable Strategy Learning",
    author = "Wu, Beining  and
      Mao, Fuyou  and
      Lin, Jiong  and
      Yang, Cheng  and
      Lu, Jiaxuan  and
      Guo, Yifu  and
      Zhang, Siyu  and
      Wu, Yifan  and
      Huang, Ying  and
      Li, Fu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2149/",
    pages = "43305--43315",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{xia-etal-2026-coderm,
    title = "{C}ode{RM}-{NT}: Reward Model for Code {RL} without Unit Tests",
    author = "Xia, Xiao  and
      Zhang, Dan  and
      Sun, Tianrui",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2150/",
    pages = "43316--43333",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{zou-etal-2026-fin,
    title = "Fin-{STAR}: Structure-as-Semantics to Resolve Implicitness in Financial Retrieval",
    author = "Zou, Yu  and
      Chen, Yan  and
      He, Lida  and
      Zhou, Qi  and
      Zhou, Xiaorui  and
      Zhong, Aixi  and
      Wang, Yi  and
      Li, Wei  and
      Wang, Qingyu  and
      Li, Jiatao  and
      Gong, Wei  and
      Zeng, Jialei  and
      Zhao, Jingmei  and
      Jiang, Ke  and
      Li, Qing",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2151/",
    pages = "43334--43347",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{tao-etal-2026-rules,
    title = "When Rules Learn: A Self-Evolving Agent for Legal Case Retrieval",
    author = "Tao, Mingxu  and
      Hu, Jiawei  and
      Zhou, Xian  and
      Hu, Wenpeng  and
      Cheng, Jiajun  and
      Cao, Yunbo  and
      Luo, Zhunchen  and
      Geng, Guotong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2152/",
    pages = "43348--43365",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{cha-etal-2026-specextend,
    title = "{S}pec{E}xtend: A Drop-in Enhancement for Speculative Decoding of Long Sequences",
    author = "Cha, Jungyoub  and
      Kim, Hyunjong  and
      Cho, Sungzoon",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2153/",
    pages = "43366--43377",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wang-etal-2026-task,
    title = "Task-Related In-Context Learning",
    author = "Wang, Wenqiang  and
      Chen, Peng  and
      Xiao, Yan  and
      Zhang, Yangshijie  and
      Lu, Xiaoyue  and
      Huang, Jianjie  and
      Cao, Xiaochun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2154/",
    pages = "43378--43400",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{wu-etal-2026-concise,
    title = "Concise Math Reasoning via Difficulty-Aware Distillation",
    author = "Wu, Yifan  and
      Shi, Jingze  and
      Wu, Bingheng  and
      Zhang, Jiayi  and
      Lin, Xiaotian  and
      Zhu, Yizhang  and
      Yu, Zhaoyang  and
      Liu, Bang  and
      Wu, Chenglin  and
      Tang, Nan  and
      Luo, Yuyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2155/",
    pages = "43401--43427",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ahad-etal-2026-corpora,
    title = "Corpora Generation for {U}rdu Grammatical Error Correction",
    author = "Ahad, Syed  and
      Ezzi, Burhanuddin Aliasghar  and
      Hussain, Muhammad Arsalan  and
      Kumar, Sandesh  and
      Samad, Abdul",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2156/",
    pages = "43428--43444",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{song-etal-2026-rethinking-retrieval,
    title = "Rethinking Retrieval-Augmented Generation as a Cooperative Decision-Making Problem",
    author = "Song, Lichang  and
      Long, Ting  and
      Chang, Yi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2157/",
    pages = "43445--43456",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{alavi-etal-2026-agents,
    title = "More Agents Improve Math Problem Solving but Adversarial Robustness Gap Persists",
    author = "Alavi, Khashayar  and
      Yeltay, Zhastay  and
      Flek, Lucie  and
      Karimi, Akbar",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2158/",
    pages = "43457--43475",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{girish-etal-2026-indic,
    title = "{I}ndic-{C}odec{F}ake meets {SATYAM}: Towards Detecting Neural Audio Codec Synthesized Speech Deepfakes in {I}ndic Languages",
    author = "Girish  and
      Akhtar, Mohd Mujtaba  and
      Phukan, Orchid Chetia  and
      Buduru, Arun Balaji",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2159/",
    pages = "43476--43489",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{popovi-v-c-f-arber-2026-tracing,
    title = "Tracing Relational Knowledge Recall in Large Language Models",
    author = "Popovi{\textbackslash}v{\{}c{\}}, Nicholas  and
      F{\textbackslash}{''}arber, Michael",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2160/",
    pages = "43490--43509",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{raban-etal-2026-lr,
    title = "{LR}-{DWM}: Efficient Watermarking for Diffusion Language Models",
    author = "Raban, Ofek  and
      Chechik, Gal  and
      Fetaya, Ethan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2161/",
    pages = "43510--43517",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ma-etal-2026-beyond,
    title = "Beyond Unimodal Shortcuts: {MLLM}s as Cross-Modal Reasoners for Grounded Named Entity Recognition",
    author = "Ma, Jinlong  and
      Zhang, Yu  and
      Bai, Xuefeng  and
      Chen, Kehai  and
      Wang, Yuwei  and
      Liu, Zeming  and
      Yu, Jun  and
      Zhang, Min",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2162/",
    pages = "43518--43539",
    ISBN = "979-8-89176-395-1"
}
@inproceedings{ye-etal-2026-bubblerag,
    title = "{B}ubble{RAG}: Interactive Cognitive Offloading with Thought Bubble in Retrieval-Augmented Generation",
    author = "Ye, Fuda  and
      Wang, Jiachuan  and
      Zhang, Yongqi  and
      Chen, Lei  and
      Li, Shuangyin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.2163/",
    pages = "43540--43558",
    ISBN = "979-8-89176-395-1"
}