@article{bayer-etal-2026-activellm,
    title = "{A}ctive{LLM}: Large Language Model-Based Active Learning for Textual Few-Shot Scenarios",
    author = "Bayer, Markus  and
      Lutz, Justin  and
      Reuter, Christian",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.1/",
    doi = "10.1162/tacl.a.63",
    pages = "1--22"
}
@article{wolfson-etal-2026-monaco,
    title = "{M}o{N}a{C}o: More Natural and Complex Questions for Reasoning Across Dozens of Documents",
    author = "Wolfson, Tomer  and
      Trivedi, Harsh  and
      Geva, Mor  and
      Goldberg, Yoav  and
      Roth, Dan  and
      Khot, Tushar  and
      Sabharwal, Ashish  and
      Tsarfaty, Reut",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.2/",
    doi = "10.1162/tacl.a.64",
    pages = "23--46"
}
@article{wang-etal-2026-deeptrans,
    title = "{D}eep{T}rans: Deep Reasoning Translation via Reinforcement Learning",
    author = "Wang, Jiaan  and
      Meng, Fandong  and
      Zhou, Jie",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.3/",
    doi = "10.1162/tacl.a.65",
    pages = "47--63"
}
@article{pamay-arslan-etal-2026-corefinst,
    title = "{C}oref{I}nst: Leveraging {LLM}s for Multilingual Coreference Resolution",
    author = {Pamay Arslan, Tu{\u{g}}ba  and
      Erol, Emircan  and
      Eryi{\u{g}}it, G{\"u}l{\c{s}}en},
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.4/",
    doi = "10.1162/tacl.a.593",
    pages = "64--80"
}
@article{finch-etal-2026-generative,
    title = "Generative Induction of Dialogue Task Schemas with Streaming Refinement and Simulated Interactions",
    author = "Finch, James D.  and
      Josyula, Yasasvi  and
      Choi, Jinho D.",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.5/",
    doi = "10.1162/tacl.a.66",
    pages = "81--99"
}
@article{cattan-etal-2026-localizing,
    title = "Localizing Factual Inconsistencies in Attributable Text Generation",
    author = "Cattan, Arie  and
      Roit, Paul  and
      Zhang, Shiyue  and
      Wan, David  and
      Aharoni, Roee  and
      Szpektor, Idan  and
      Bansal, Mohit  and
      Dagan, Ido",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.6/",
    doi = "10.1162/tacl.a.598",
    pages = "100--123"
}
@article{hu-etal-2026-string,
    title = "What Can String Probability Tell Us About Grammaticality?",
    author = "Hu, Jennifer  and
      Wilcox, Ethan Gotlieb  and
      Song, Siyuan  and
      Mahowald, Kyle  and
      Levy, Roger P.",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.7/",
    doi = "10.1162/tacl.a.611",
    pages = "124--146"
}
@article{yang-etal-2026-simulating,
    title = "Simulating Hard Attention Using Soft Attention",
    author = "Yang, Andy  and
      Strobl, Lena  and
      Chiang, David  and
      Angluin, Dana",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.8/",
    doi = "10.1162/tacl.a.597",
    pages = "147--166"
}
@article{kurz-etal-2026-limitations,
    title = "On the Limitations of Language-targeted Pruning: Investigating the Calibration Language Impact in Multilingual {LLM} Pruning",
    author = "Kurz, Simon  and
      Chen, Jian-Jia  and
      Flek, Lucie  and
      Zhao, Zhixue",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.9/",
    doi = "10.1162/tacl.a.599",
    pages = "167--192"
}
@article{jumelet-etal-2026-multiblimp,
    title = "{M}ulti{BL}i{MP} 1.0: A Massively Multilingual Benchmark of Linguistic Minimal Pairs",
    author = "Jumelet, Jaap  and
      Weissweiler, Leonie  and
      Nivre, Joakim  and
      Bisazza, Arianna",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.10/",
    doi = "10.1162/tacl.a.600",
    pages = "193--216"
}
@article{wang-etal-2026-pikgl,
    title = "{P}i{KGL}: Leveraging Pruned Knowledge Graphs for Explainable Stance Detection",
    author = "Wang, Bingbing  and
      Lin, Jingjie  and
      Bai, Zhixin  and
      Song, Xintong  and
      Wang, Qianlong  and
      Yang, Min  and
      Zeng, Xi  and
      Li, Jing  and
      Xu, Ruifeng",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.11/",
    doi = "10.1162/tacl.a.612",
    pages = "217--232"
}
@article{hsu-etal-2026-large,
    title = "Do Large Multimodal Models Solve Caption Generation for Scientific Figures? Lessons Learned from {S}ci{C}ap Challenge 2023",
    author = "Hsu, Ting-Yao  and
      Hsu, Yi-Li  and
      Rohatgi, Shaurya  and
      Huang, Chieh-Yang  and
      Ng, Ho Yin Sam  and
      Rossi, Ryan  and
      Kim, Sungchul  and
      Yu, Tong  and
      Ku, Lun-Wei  and
      Giles, Clyde Lee  and
      Huang, Ting-Hao",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.12/",
    doi = "10.1162/tacl.a.653",
    pages = "233--252"
}
@article{bai-eisner-2026-accelerating,
    title = "Accelerating Language Model Workflows with Prompt Choreography",
    author = "Bai, TJ  and
      Eisner, Jason",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.13/",
    doi = "10.1162/tacl.a.643",
    pages = "253--270"
}
@article{waldis-etal-2026-aligned,
    title = "Aligned Probing: Relating Toxic Behavior and Model Internals",
    author = "Waldis, Andreas  and
      Gautam, Vagrant  and
      Lauscher, Anne  and
      Klakow, Dietrich  and
      Gurevych, Iryna",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.14/",
    doi = "10.1162/tacl.a.613",
    pages = "271--291"
}
@article{byerly-khashabi-2026-self,
    title = "Self-Consistency Falls Short! The Adverse Effects of Positional Bias on Long-Context Problems",
    author = "Byerly, Adam  and
      Khashabi, Daniel",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.15/",
    doi = "10.1162/tacl.a.625",
    pages = "292--317"
}
@article{rottger-etal-2026-issuebench,
    title = "{I}ssue{B}ench: Millions of Realistic Prompts for Measuring Issue Bias in {LLM} Writing Assistance",
    author = {R{\"o}ttger, Paul  and
      Hinck, Musashi  and
      Hofmann, Valentin  and
      Hackenburg, Kobi  and
      Pyatkin, Valentina  and
      Brahman, Faeze  and
      Hovy, Dirk},
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.16/",
    doi = "10.1162/tacl.a.626",
    pages = "318--340"
}
@article{szep-etal-2026-fine,
    title = "Fine-tuning Large Language Models with Limited Data: A Survey and Practical Guide",
    author = {Szep, Marton  and
      Rueckert, Daniel  and
      von Eisenhart-Rothe, R{\"u}diger  and
      Hinterwimmer, Florian},
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.17/",
    doi = "10.1162/tacl.a.627",
    pages = "341--377"
}
@article{chen-etal-2026-voicebench,
    title = "{V}oice{B}ench: Benchmarking {LLM}-Based Voice Assistants",
    author = "Chen, Yiming  and
      Yue, Xianghu  and
      Zhang, Chen  and
      Gao, Xiaoxue  and
      Tan, Robby T.  and
      Li, Haizhou",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.18/",
    doi = "10.1162/tacl.a.628",
    pages = "378--398"
}
@article{ramamoorthy-etal-2026-merlin,
    title = "{MERLIN}: A Testbed for Multilingual Multimodal Entity Recognition and Linking",
    author = "Ramamoorthy, Sathyanarayanan  and
      Shah, Vishwa  and
      Khanuja, Simran  and
      Sheikh, Zaid  and
      Jie, Shan  and
      Chia, Ann  and
      Chua, Shearman  and
      Neubig, Graham",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.19/",
    doi = "10.1162/tacl.a.633",
    pages = "399--417"
}
@article{mizrahi-etal-2026-cooking,
    title = "🧑‍🍳 Cooking Up Creativity: Enhancing {LLM} Creativity through Structured Recombination",
    author = "Mizrahi, Moran  and
      Shani, Chen  and
      Stanovsky, Gabriel  and
      Jurafsky, Dan  and
      Shahaf, Dafna",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.20/",
    doi = "10.1162/tacl.a.638",
    pages = "418--441"
}
@article{liu-etal-2026-generating,
    title = "Generating Visual Stories with Grounded and Coreferent Characters",
    author = "Liu, Danyang  and
      Lapata, Mirella  and
      Keller, Frank",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.21/",
    doi = "10.1162/tacl.a.641",
    pages = "442--464"
}
@article{dycke-gurevych-2026-automatic,
    title = "Automatic Reviewers Fail to Detect Faulty Reasoning in Research Papers: A New Counterfactual Evaluation Framework",
    author = "Dycke, Nils  and
      Gurevych, Iryna",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.22/",
    doi = "10.1162/tacl.a.642",
    pages = "465--488"
}
@article{sahnan-etal-2026-llms,
    title = "Can {LLM}s Automate Fact-Checking Article Writing?",
    author = "Sahnan, Dhruv  and
      Corney, David  and
      Larraz, Irene  and
      Zagni, Giovanni  and
      Miguez, Ruben  and
      Xie, Zhuohan  and
      Gurevych, Iryna  and
      Churchill, Elizabeth  and
      Chakraborty, Tanmoy  and
      Nakov, Preslav",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.23/",
    doi = "10.1162/tacl.a.644",
    pages = "489--509"
}
@article{cheng-etal-2026-psymem,
    title = "{P}sy{M}em: Fine-grained Psychological Alignment and Explicit Memory Control for Advanced Role-Playing {LLM}s",
    author = "Cheng, Xilong  and
      Qin, Yunxiao  and
      Tan, Yuting  and
      Li, Zhengnan  and
      Wang, Ye  and
      Xiao, Hongjiang  and
      Zhang, Yuan",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.24/",
    doi = "10.1162/tacl.a.645",
    pages = "510--529"
}
@article{akhtar-etal-2026-ev2r,
    title = "{E}v2{R}: Evaluating Evidence Retrieval in Automated Fact-Checking",
    author = "Akhtar, Mubashara  and
      Schlichtkrull, Michael  and
      Vlachos, Andreas",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.25/",
    doi = "10.1162/tacl.a.647",
    pages = "530--561"
}
@article{pombal-etal-2026-context,
    title = "A Context-aware Framework for Translation-mediated Conversations",
    author = "Pombal, Jos{\'e}  and
      Agrawal, Sweta  and
      Zaranis, Emmanouil  and
      Fernandes, Patrick  and
      Martins, Andr{\'e} F. T.",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.26/",
    doi = "10.1162/tacl.a.639",
    pages = "562--587"
}
@article{xu-etal-2026-language,
    title = "Can Language Models Learn Typologically Implausible Languages?",
    author = "Xu, Tianyang  and
      Kuribayashi, Tatsuki  and
      Oseki, Yohei  and
      Cotterell, Ryan  and
      Warstadt, Alex",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.27/",
    doi = "10.1162/tacl.a.640",
    pages = "588--611"
}
@article{stevenson-etal-2026-large,
    title = "Can Large Language Models Generalize Analogy Solving Like Children Can?",
    author = "Stevenson, Claire E.  and
      Pafford, Alexandra  and
      van der Maas, Han L. J.  and
      Mitchell, Melanie",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.28/",
    doi = "10.1162/tacl.a.614",
    pages = "612--626"
}
@article{nishida-etal-2026-dissecting,
    title = "Dissecting {G}raph{RAG}: A Modular Analysis of Knowledge Structuring for Factoid Question Answering",
    author = "Nishida, Noriki  and
      Munne, Rumana Ferdous  and
      Liu, Shanshan  and
      Tokunaga, Narumi  and
      Yamagata, Yuki  and
      Cheng, Fei  and
      Kozaki, Kouji  and
      Matsumoto, Yuji",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.29/",
    doi = "10.1162/tacl.a.615",
    pages = "627--655"
}
@article{mu-etal-2026-cross,
    title = "Cross-layer Attention Sharing for Pre-trained Large Language Models",
    author = "Mu, Yongyu  and
      Wu, Yuzhang  and
      Fan, Yuchun  and
      Wang, Chenglong  and
      Li, Hengyu  and
      Zeng, Jiali  and
      He, Qiaozhi  and
      Yang, Murun  and
      Meng, Fandong  and
      Zhou, Jie  and
      Xiao, Tong  and
      Zhu, Jingbo",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.30/",
    doi = "10.1162/tacl.a.616",
    pages = "656--688"
}
@article{hong-etal-2026-beyond,
    title = "Beyond One-Size-Fits-All: Inversion Learning for Highly Effective {NLG} Evaluation Prompts",
    author = "Hong, Hanhua  and
      Xiao, Chenghao  and
      Wang, Yang  and
      Liu, Yiqi  and
      Rong, Wenge  and
      Lin, Chenghua",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.31/",
    doi = "10.1162/tacl.a.617",
    pages = "689--710"
}
@article{petersen-etal-2026-modelling,
    title = "Modelling Analogies and Analogical Reasoning: Connecting Cognitive Science Theory and {NLP} Research",
    author = "Petersen, Molly R.  and
      Stevenson, Claire E.  and
      van der Plas, Lonneke",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.32/",
    doi = "10.1162/tacl.a.632",
    pages = "711--732"
}
@article{ramos-etal-2026-fine,
    title = "Fine-Grained Reward Optimization for Machine Translation using Error Severity Mappings",
    author = "Ramos, Miguel Moura  and
      Almeida, Tom{\'a}s  and
      Vareta, Daniel  and
      Azevedo, Filipe  and
      Agrawal, Sweta  and
      Fernandes, Patrick  and
      Martins, Andr{\'e} F. T.",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.33/",
    doi = "10.1162/tacl.a.646",
    pages = "733--754"
}
@article{liu-etal-2026-systematic,
    title = "A Systematic Assessment of Language Models with Linguistic Minimal Pairs in {C}hinese",
    author = "Liu, Yikang  and
      Shen, Yeting  and
      Zhu, Hongao  and
      Xu, Lilong  and
      Qian, Zhiheng  and
      Song, Siyuan  and
      Zhang, Kejia  and
      Tang, Jialong  and
      Zhang, Pei  and
      Yang, Baosong  and
      Wang, Rui  and
      Hu, Hai",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "14",
    year = "2026",
    address = "Cambridge, MA",
    publisher = "MIT Press",
    url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.34/",
    doi = "10.1162/tacl.a.648",
    pages = "755--771"
}