@proceedings{acl-2026-short,
    title = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.0/",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{gong-etal-2026-punctuation,
    title = "Punctuation-Steered Representation Fine-Tuning",
    author = "Gong, Zheng  and
      Sun, Ying  and
      Li, Ping  and
      Zheng, Yi  and
      Wang, Zhefeng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.1/",
    pages = "1--8",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{hoshino-etal-2026-self,
    title = "Does Self-Consistency Improve the Recall of Encyclopedic Knowledge?",
    author = "Hoshino, Sho  and
      Honda, Ukyo  and
      Zhang, Peinan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.2/",
    pages = "9--17",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{yariv-etal-2026-lami,
    title = "{L}a{MI}: Augmenting Large Language Models via Late Multi-Image Fusion",
    author = "Yariv, Guy  and
      Schwartz, Idan  and
      Adi, Yossi  and
      Benaim, Sagie",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.3/",
    pages = "18--26",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{lin-etal-2026-full,
    title = "Full-Duplex-Bench-v2: A Multi-Turn Evaluation Framework for Duplex Dialogue Systems with an Automated Examiner",
    author = "Lin, Guan-Ting  and
      Kuan, Shih-Yun Shan  and
      Shi, Jiatong  and
      Chang, Kai-Wei  and
      Arora, Siddhant  and
      Watanabe, Shinji  and
      Lee, Hung-yi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.4/",
    pages = "27--36",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{wu-etal-2026-situated,
    title = "Situated Embedding Models for Context-Aware Dense Retrieval",
    author = "Wu, Junjie  and
      Li, Jiangnan  and
      Li, Yuqing  and
      Liu, Lemao  and
      Xu, Liyan  and
      Li, Jiwei  and
      Yeung, Dit-Yan  and
      Zhou, Jie  and
      Yu, Mo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.5/",
    pages = "37--49",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{bird-2026-big,
    title = "Big {AI} is Accelerating the Metacrisis: What Can We Do?",
    author = "Bird, Steven",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.6/",
    pages = "50--61",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{daohuan-etal-2026-factuality,
    title = "From Factuality to Meta-Factivity: A Cognitive Blueprint for Trustworthy {LLM}s",
    author = "Daohuan, Liu  and
      Lun, Xia  and
      Wang, Yuer  and
      Su, Jiaoyang  and
      Tang, Xuri",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.7/",
    pages = "62--69",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{ran-milo-2026-attention,
    title = "Attention Sinks Are Provably Necessary in Softmax Transformers: Evidence from Trigger-Conditional Tasks",
    author = "Ran-Milo, Yuval",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.8/",
    pages = "70--89",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{ran-milo-etal-2026-mechanistic,
    title = "A Mechanistic Account of Attention Sinks in {GPT}-2: One Circuit, Broader Implications for Mitigation",
    author = "Ran-Milo, Yuval  and
      Ofek, Hila  and
      Mendel, Shahar",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.9/",
    pages = "90--98",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{klimaszewski-andruszkiewicz-2026-document,
    title = "Is a Document Educational or Just {W}ikipedia-Style? {---} Pitfalls of Classifier-Based Quality Filtering",
    author = "Klimaszewski, Mateusz  and
      Andruszkiewicz, Piotr",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.10/",
    pages = "99--108",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{fontana-etal-2026-hidden,
    title = "On the Hidden Objective Biases of Group-based Reinforcement Learning",
    author = "Fontana, Aleksandar  and
      Simoni, Marco  and
      Rossolini, Giulio  and
      Mori, Paolo  and
      Saracino, Andrea",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.11/",
    pages = "109--121",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{xu-etal-2026-structmem,
    title = "{S}truct{M}em: Structured Memory for Long-Horizon Behavior in {LLM}s",
    author = "Xu, Buqiang  and
      Chen, Yijun  and
      Fang, Jizhan  and
      Zhong, Ruobin  and
      Yao, Yunzhi  and
      Zhu, Yuqi  and
      Du, Lun  and
      Deng, Shumin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.12/",
    pages = "122--146",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{drozdov-etal-2026-z3d,
    title = "{Z}3{D}: Zero-Shot 3{D} Visual Grounding from Images",
    author = "Drozdov, Nikita  and
      Lemeshko, Andrey  and
      Gavrilov, Nikita  and
      Konushin, Anton  and
      Rukhovich, Danila  and
      Kolodiazhnyi, Maksim",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.13/",
    pages = "147--154",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{zhang-etal-2026-improving-retrieval,
    title = "Improving Retrieval-Augmented Generation without Taxonomy-based Error Categorization",
    author = "Zhang, Gongbo  and
      Peng, Yifan  and
      Weng, Chunhua",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.14/",
    pages = "155--165",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{zhang-etal-2026-deep,
    title = "Deep Kernel Fusion for Transformers",
    author = "Zhang, Zixi  and
      Mo, Zhiwen  and
      Zhao, Yiren  and
      Mullins, Robert D.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.15/",
    pages = "166--173",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{owusu-feldman-2026-anchoring,
    title = "Anchoring Depends on Confidence and Post-Training in Language Models",
    author = "Owusu, Hillary N.  and
      Feldman, Naomi H.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.16/",
    pages = "174--180",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{gajo-etal-2026-llms,
    title = "{LLM}s Underperform Graph-Based Parsers on Supervised Relation Extraction for Complex Graphs",
    author = "Gajo, Paolo  and
      Rosati, Domenic  and
      Sajjad, Hassan  and
      Barr{\'o}n-Cede{\~n}o, Alberto",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.17/",
    pages = "181--193",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{abdi-etal-2026-evolutionary,
    title = "Evolutionary Strategies at Scale lead to Catastrophic Forgetting",
    author = "Abdi, Immanuel  and
      Gupta, Akshat  and
      Mok, Micah  and
      Lu, Alex  and
      Lee, Nicholas  and
      Anumanchipalli, Gopala",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.18/",
    pages = "194--204",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{liang-etal-2026-correct,
    title = "Too Correct to Learn: Reinforcement Learning on Saturated Reasoning Data",
    author = "Liang, Zhenwen  and
      Zhou, Yujun  and
      Lu, Sidi  and
      Zhang, Xiangliang  and
      Mi, Haitao  and
      Yu, Dong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.19/",
    pages = "205--215",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{xu-etal-2026-reliable,
    title = "Reliable Use of Lemmas via Eligibility Reasoning and Section-Aware Reinforcement Learning",
    author = "Xu, Zhikun  and
      Yu, Xiaodong  and
      Zhou, Ben  and
      Liu, Jiang  and
      Wu, Jialian  and
      Wang, Ze  and
      Sun, Ximeng  and
      Chen, Hao  and
      Liu, Zicheng",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.20/",
    pages = "216--226",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{rahman-qian-2026-attention,
    title = "Attention Under Attack: Analog Noise Effects and Mechanistic Vulnerabilities in Transformer Models",
    author = "Rahman, Mafizur  and
      Qian, Lijun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.21/",
    pages = "227--237",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{pattnayak-bhatia-2026-reproevalcard,
    title = "{R}epro{E}val{C}ard: A Reporting Standard for Reproducible Evaluation of {LLM} Pipelines",
    author = "Pattnayak, Priyaranjan  and
      Bhatia, Apoorv",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.22/",
    pages = "238--249",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{balepur-etal-2026-test,
    title = "Test-Time Reasoners Are Strategic Multiple-Choice Test-Takers",
    author = "Balepur, Nishant  and
      Desai, Atrey  and
      Rudinger, Rachel",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.23/",
    pages = "250--272",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{lin-etal-2026-march,
    title = "{MARCH}: Multi-Agent Radiology Clinical Hierarchy for {CT} Report Generation",
    author = "Lin, Yi  and
      Ding, Yihao  and
      Wu, Yonghui  and
      Peng, Yifan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.24/",
    pages = "273--285",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{pasti-etal-2026-prefix,
    title = "Prefix Parsing is Just Parsing",
    author = "Pasti, Clemente  and
      Opedal, Andreas  and
      O{'}Donnell, Timothy J.  and
      Cotterell, Ryan  and
      Vieira, Tim",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.25/",
    pages = "286--309",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{everson-ostendorf-2026-privacy,
    title = "Privacy-preserving Prosody Representation Learning",
    author = "Everson, Kevin  and
      Ostendorf, Mari",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.26/",
    pages = "310--315",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{yamaguchi-etal-2026-enhancing,
    title = "Enhancing Linguistic Competence of Language Models through Pre-training with Language Learning Tasks",
    author = "Yamaguchi, Atsuki  and
      Mi, Maggie  and
      Aletras, Nikolaos",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.27/",
    pages = "316--336",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{xu-etal-2026-rethinking,
    title = "Rethinking Data Mixing from the Perspective of Large Language Models",
    author = "Xu, Yuanjian  and
      Sun, Tianze  and
      Xu, Changwei  and
      Zhao, XinLong  and
      Hao, Jianing  and
      Chen, Ran  and
      Liu, Yang  and
      Xu, Ruijie  and
      Chen, Stephen  and
      Zhang, Guang",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.28/",
    pages = "337--349",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{chen-etal-2026-translation,
    title = "Translation or Recitation? Calibrating Evaluation Scores for Machine Translation of Extremely Low-Resource Languages",
    author = "Chen, Danlu  and
      He, Ka Sing  and
      Tian, Jiahe  and
      Xiao, Chenghao  and
      Wu, Zhaofeng  and
      Berg-Kirkpatrick, Taylor  and
      Shi, Freda",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.29/",
    pages = "350--363",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{wang-etal-2026-checkmiabench,
    title = "{C}heck{MIAB}ench: Firm Foundations For Membership Inference Attacks on Language Models",
    author = "Wang, Jeffrey George  and
      Wang, Jason  and
      Li, Marvin  and
      Neel, Seth",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.30/",
    pages = "364--370",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{fan-etal-2026-luring,
    title = "Luring as a Proxy: Evaluating Corpus Transferability for Cybergrooming Detection",
    author = "Fan, Shiying  and
      Bassenge, Mareike  and
      Steinebach, Martin",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.31/",
    pages = "371--385",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{mushtaq-etal-2026-narrow,
    title = "From Narrow Unlearning to Emergent Misalignment in {LLM}s",
    author = "Mushtaq, Erum  and
      Ramakrishna, Anil  and
      Krishna, Satyapriya  and
      Sahai, Sattvik  and
      Goyal, Prasoon  and
      Chang, Kai-Wei  and
      Zhang, Tao  and
      Gupta, Rahul",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.32/",
    pages = "386--395",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{yang-etal-2026-reliable,
    title = "Reliable Evaluation Protocol for Low-Precision Retrieval",
    author = "Yang, Kisu  and
      Jang, Yoonna  and
      Jang, Hwanseok  and
      Choi, Kenneth  and
      Augenstein, Isabelle  and
      Lim, Heuiseok",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.33/",
    pages = "396--409",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{kapur-etal-2026-words,
    title = "When More Words Say Less: Decoupling Length and Specificity in Image Description Evaluation",
    author = "Kapur, Rhea  and
      Hawkins, Robert D.  and
      Kreiss, Elisa",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.34/",
    pages = "410--422",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{yoon-etal-2026-selective,
    title = "Selective Span-Level Unlearning for Large Language Models",
    author = "Yoon, Chaewon  and
      Kim, Dongjun  and
      Song, Hyun-Je",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.35/",
    pages = "423--431",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{testoni-calixto-2026-calibrated,
    title = "Calibrated? Not for Everyone: How Sexual Orientation and Religious Markers Distort {LLM} Accuracy and Confidence in Medical {QA}",
    author = "Testoni, Alberto  and
      Calixto, Iacer",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.36/",
    pages = "432--447",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{mo-etal-2026-dixitworld,
    title = "{DIXITWORLD}: Evaluating Multimodal Abductive Reasoning in Vision-Language Models with Multi-Agent Dixit Gameplay",
    author = "MO, Yunxiang  and
      Zheng, Tianshi  and
      Zong, Qing  and
      Liu, Jiayu  and
      Xu, Baixuan  and
      Yim, Yauwai  and
      Chan, Chunkit  and
      Bai, Jiaxin  and
      Song, Yangqiu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.37/",
    pages = "448--462",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{guan-etal-2026-uerlens,
    title = "{UERL}ens: Understanding Event Relations in Large Language Models",
    author = "Guan, Yong  and
      Li, Zhiyuan  and
      Guo, Shaoru",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.38/",
    pages = "463--471",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{van-cranenburgh-etal-2026-golemcoref,
    title = "{GOLEM}coref: A Multilingual Coreference Dataset of Fiction",
    author = "Van Cranenburgh, Andreas  and
      Yang, Xiaoyan  and
      Alvanita  and
      Di Domenico, Cecilia Nicole  and
      Ferragud, Maria  and
      Graciotti, Arianna  and
      Kim, Byungjun  and
      Park, Seonyeong  and
      Solissa, Noa Visser  and
      Zhou, Xiaoyu  and
      Pianzola, Federico",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.39/",
    pages = "472--480",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{ukarapol-etal-2026-language,
    title = "Language-Aware Token Boosting: {LLM} Language Confusion Reduction Without Tuning",
    author = "Ukarapol, Trapoom  and
      Sarapat, Pakhapoom  and
      Chukamphaeng, Nut",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.40/",
    pages = "481--489",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{ashrafi-etal-2026-pref,
    title = "Pref-{CTRL}: Preference Driven {LLM} Alignment using Representation Editing",
    author = "Ashrafi, Imranul  and
      Unanue, Inigo Jauregi  and
      Piccardi, Massimo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.41/",
    pages = "490--500",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{govindarajan-biester-2026-dark,
    title = "Dark {\&} Stormy: Modeling Humor in Sentences from the Bulwer-Lytton Fiction Contest",
    author = "Govindarajan, Venkata S  and
      Biester, Laura",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.42/",
    pages = "501--510",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{fang-etal-2026-personalization,
    title = "The Personalization Trap: How User Memory Alters Emotional Reasoning in {LLM}s",
    author = "Fang, Xi  and
      Xu, Weijie  and
      Zhang, Yuchong  and
      Nickleach, Scott  and
      Eckman, Stephanie  and
      Reddy, Chandan K.",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.43/",
    pages = "511--529",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{huang-2026-neuro,
    title = "Neuro-Symbolic Agentic Reinforcement Learning for Long-Term Original Character Companionship and Interaction",
    author = "Huang, Zhenhan",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.44/",
    pages = "530--539",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{wang-etal-2026-taming,
    title = "Taming Extreme Tokens: Covariance-Aware {GRPO} with {G}aussian-Kernel Advantage Reweighting",
    author = "Wang, Cheng  and
      Liu, Qin  and
      Zhou, Wenxuan  and
      Chen, Muhao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.45/",
    pages = "540--546",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{hammal-etal-2026-rejection,
    title = "On the Rejection Criterion for Proxy-based Test-time Alignment",
    author = "Hammal, Ayoub  and
      Zweigenbaum, Pierre  and
      Corro, Caio",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.46/",
    pages = "547--554",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{noughabi-etal-2026-defense,
    title = "Defense Against Knowledge Poisoning Attack on {G}raph{RAG}",
    author = "Noughabi, Havva Alizadeh  and
      Zarrinkalam, Fattane  and
      Dehghantanha, Ali",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.47/",
    pages = "555--563",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{parekh-etal-2026-pexa,
    title = "{PE}x{A}: Parallel Exploration Agent for Complex Text-to-{SQL}",
    author = "Parekh, Tanmay  and
      Hofmann-Coyle, Ella  and
      Wang, Shuyi  and
      Kothur, Sachith Sri Ram  and
      Prasad, Srivas  and
      Chen, Yunmo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.48/",
    pages = "564--594",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{zhang-etal-2026-skill,
    title = "Skill-Aware Data Selection and Fine-Tuning for Data-Efficient Reasoning Distillation",
    author = "Zhang, Lechen  and
      Zhang, Yunxiang  and
      Hu, Wei  and
      Wang, Lu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.49/",
    pages = "595--604",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{mohammadi-etal-2026-experiments,
    title = "Experiments or Outcomes? Probing Scientific Feasibility in Large Language Models",
    author = "Mohammadi, Seyedali  and
      Gaur, Manas  and
      Ferraro, Francis",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.50/",
    pages = "605--614",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{abolhasani-etal-2026-cabsallm,
    title = "{C}a{BSALLM}: Efficient Context-Aware Batch Annotation of Conversational Streams with Large Language Models",
    author = "Abolhasani, Mohammadsadegh  and
      Mousavi, Reza  and
      Hu, Paul Jen-Hwa",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.51/",
    pages = "615--636",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{huang-etal-2026-challenging,
    title = "Challenging the Explanation Based on Preceding Tokens: Discovering Transferable Non-Literal Biasing",
    author = "Huang, Yuchen  and
      Zhang, Junpeng  and
      Zhang, Quanshi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.52/",
    pages = "637--645",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{warczynski-etal-2026-one,
    title = "One-step Nonautoregressive Natural Language Generation with Shortcut Flow Matching Models",
    author = "Warczy{\'n}ski, J{\k{e}}drzej  and
      Dusek, Ondrej  and
      Lango, Mateusz",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.53/",
    pages = "646--655",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{chen-etal-2026-sed,
    title = "{SED}-{SFT}: Selectively Encouraging Diversity in Supervised Fine-Tuning",
    author = "Chen, Yijie  and
      Liu, Yijin  and
      Meng, Fandong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.54/",
    pages = "656--663",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{rai-etal-2026-frame,
    title = "Frame-Semantic Knowledge Injection for Event-Level Inference in {LLM}s",
    author = "Rai, Shahid Iqbal  and
      Croce, Danilo  and
      Basili, Roberto",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.55/",
    pages = "664--678",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{udsa-etal-2026-exploring,
    title = "Exploring Cross-Client Memorization of Training Data in Large Language Models for Federated Learning",
    author = "Udsa, Tinnakit  and
      Udomcharoenchaikit, Can  and
      Payoungkhamdee, Patomporn  and
      Nutanong, Sarana  and
      Rattanavipanon, Norrathep",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.56/",
    pages = "679--693",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{shijia-etal-2026-fl,
    title = "{FL}-{MSCL}: A Unified Figurative Language Detection Model Driven by Multi-Type Signals and Contrastive Learning",
    author = "Shijia, Lu  and
      Fukumoto, Fumiyo  and
      Xiaoxi, Huang  and
      Suzuki, Yoshimi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.57/",
    pages = "694--702",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{kumar-etal-2026-revisiting,
    title = "Revisiting Evaluation of Question Answering Systems in Low-Resource {I}ndic Languages: Bridging Human and Metric Alignment",
    author = "Kumar, Anuj  and
      Ahlawat, Satyadev  and
      Prasad, Yamuna  and
      Singh, Virendra",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.58/",
    pages = "703--718",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{kotoge-sasaki-2026-data,
    title = "Data-efficient Targeted Token-level Preference Optimization for {LLM}-based Text-to-Speech",
    author = "Kotoge, Rikuto  and
      Sasaki, Yuichi",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.59/",
    pages = "719--726",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{yashwante-etal-2026-inpainting,
    title = "How Do Inpainting Artifacts Propagate to Language?",
    author = "Yashwante, Pratham  and
      Abrahamyan, Davit  and
      Grover, Shresth  and
      Rao, Sukruth",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.60/",
    pages = "727--745",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{junias-pacheco-2026-logical,
    title = "{LOGICAL}-{COMMONSENSEQA}: A Benchmark for Logical Commonsense Reasoning",
    author = "Junias, Obed  and
      Pacheco, Maria Leonor",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.61/",
    pages = "746--758",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{lan-etal-2026-biohicl,
    title = "{B}io{H}i{CL}: Hierarchical Multi-Label Contrastive Learning for Biomedical Retrieval with {M}e{SH} Labels",
    author = "Lan, Mengfei  and
      Zheng, Lecheng  and
      Kilicoglu, Halil",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.62/",
    pages = "759--769",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{inan-etal-2026-dialogue,
    title = "Dialogue is the Plan: From Interface to Joint Action in Agentic {AI}",
    author = "Inan, Mert  and
      Alikhani, Malihe  and
      Sicilia, Anthony",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.63/",
    pages = "770--779",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{oh-lee-2026-late,
    title = "Late Code Chunking: A Code Chunking Strategy for Repository-Level Code Completion",
    author = "Oh, Seungmin  and
      Lee, Eunseok",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.64/",
    pages = "780--786",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{el-lahib-etal-2026-temporal,
    title = "Temporal Leakage in Search-Engine Date-Filtered Web Retrieval: A Retrospective Forecasting Case Study",
    author = "El Lahib, Ali  and
      Xia, Ying-Jieh  and
      Li, Zehan  and
      Wang, Yuxuan  and
      Pi, Xinyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.65/",
    pages = "787--795",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{civelli-etal-2026-shared,
    title = "A Shared Geometry of Difficulty in Multilingual Language Models",
    author = "Civelli, Stefano  and
      Bernardelle, Pietro  and
      Brunello, Nicol{\`o}  and
      Demartini, Gianluca",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.66/",
    pages = "796--807",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{xia-etal-2026-progressive,
    title = "T$^\star$: Progressive Block Scaling for Masked Diffusion Language Models Through Trajectory Aware Reinforcement Learning",
    author = "Xia, Hanchen  and
      Chen, Baoyou  and
      Ge, Yutang  and
      Zhao, Guojiang  and
      Zhu, Siyu",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.67/",
    pages = "808--816",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{lv-etal-2026-learning,
    title = "Learning from Emptiness: De-biasing Listwise Rerankers with Content-Agnostic Probability Calibration",
    author = "Lv, Hang  and
      Gu, Hongchao  and
      Yang, Ruiqing  and
      Li, Liangyue  and
      Chen, Zulong  and
      Lian, Defu  and
      Wang, Hao  and
      Chen, Enhong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.68/",
    pages = "817--826",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{vetcha-etal-2026-decoupling,
    title = "Decoupling Generalization and Adaptation in Meta-Learning for Large Language Models",
    author = "Vetcha, Nitin  and
      Xu, Binqian  and
      Liu, Dianbo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.69/",
    pages = "827--840",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{luo-etal-2026-makes,
    title = "What Makes {AI} Research Replicable? Executable Knowledge Graphs as Scientific Knowledge Representations",
    author = "Luo, Yujie  and
      Yu, Zhuoyun  and
      Wang, Xuehai  and
      Zhu, Yuqi  and
      Zhang, Ningyu  and
      Wei, Lanning  and
      Du, Lun  and
      Zheng, Da  and
      Chen, Huajun",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.70/",
    pages = "841--861",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{kancheti-etal-2026-chain,
    title = "Chain-of-Thought Degrades Visual Spatial Reasoning Capabilities of Multimodal {LLM}s",
    author = "Kancheti, Sai Srinivas  and
      Kanade, Aditya Sanjiv  and
      Balasubramanian, Vineeth N.  and
      Ganu, Tanuja",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.71/",
    pages = "862--876",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{trieu-etal-2026-reviving,
    title = "Reviving Iterative Refinement in Diffusion-based {NER} with an Initializer-Restorer Approach",
    author = "Trieu, Long Hai  and
      Hieu, Ph{\'i} Minh  and
      Miwa, Makoto",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.72/",
    pages = "877--882",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{ibtehaz-kihara-2026-protein,
    title = "Protein-{STORY}: Semantic Text-Oriented Representation Yields biologically meaningful Protein embeddings",
    author = "Ibtehaz, Nabil  and
      Kihara, Daisuke",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.73/",
    pages = "883--897",
    ISBN = "979-8-89176-391-3"
}
@inproceedings{huang-zaiane-2026-diving,
    title = "Diving into the Decoding Space of Non-Autoregressive Models via Lexically Constrained Search",
    author = "Huang, Chenyang  and
      Zaiane, Osmar",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-short.74/",
    pages = "898--906",
    ISBN = "979-8-89176-391-3"
}