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TACL 2026: all accepted papers

105 papers · page 1 of 2 · the most cited first · ← TACL 2026

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  1. A Context-aware Framework for Translation-mediated Conversations ↗José Pombal, Sweta Agrawal, Emmanouil Zaranis et al.
  2. A Survey on Memory-Efficient Fine-Tuning for Large Language Models ↗Yeachan Kim, Mingyu Lee, SangKeun Lee
  3. A Systematic Assessment of Language Models with Linguistic Minimal Pairs in Chinese ↗Yikang Liu, Yeting Shen, Hongao Zhu et al.
  4. Accelerating Language Model Workflows with Prompt Choreography ↗TJ Bai, Jason Eisner
  5. ActiveLLM: Large Language Model-Based Active Learning for Textual Few-Shot Scenarios ↗Markus Bayer, Justin Lutz, Christian Reuter
  6. Aligned Probing: Relating Toxic Behavior and Model Internals ↗Andreas Waldis, Vagrant Gautam, Anne Lauscher et al.
  7. Anthropomimetic Uncertainty: What Verbalized Uncertainty in Language Models is Missing ↗Dennis Ulmer, Alexandra Lorson, Ivan Titov et al.
  8. As Easy as Rocket Science: Assessing the Ability of Large Language Models to Interpret Negation in Figurative Language ↗Jasmine Owers, Edwin Simpson, Martha Lewis
  9. Automated Essay Scoring and Language Certification: Assessing Generalizability, Agreement and Validity for FrenchRodrigo Wilkens, Rémi Cardon, Vincent Folny et al.our summary
  10. Automatic Machine Translation Detection Using a Surrogate Multilingual Translation Model ↗Cristian García-Romero, Miquel Esplà-Gomis, Felipe Sánchez-Martínez
  11. Automatic Reviewers Fail to Detect Faulty Reasoning in Research Papers: A New Counterfactual Evaluation Framework ↗Nils Dycke, Iryna Gurevych
  12. BP-LLM: Belief Propagation for Binary Feedback in Large Language Model Alignment ↗Jessica E. Liang
  13. Beyond Majority Voting: Agreement-Based Clustering to Model Annotator Perspectives in Subjective NLP Tasks ↗Tadesse Destaw Belay, Ibrahim Said Ahmad, Idris Abdulmumin et al.
  14. Beyond One-Size-Fits-All: Inversion Learning for Highly Effective NLG Evaluation Prompts ↗Hanhua Hong, Chenghao Xiao, Yang Wang et al.
  15. Breaking the Code: Security Assessment of AI Code Agents Through Systematic Jailbreaking Attacks ↗Shoumik Saha, Jifan Chen, Sam Mayers et al.
  16. Bridging Auxiliary Constraints to Resolve Instruction Following in Large Reasoning Models ↗Zhengyi Zhao, Shubo Zhang, Huimin Wang et al.
  17. CAuSE: Decoding Multimodal Classifiers using Faithful Natural Language Explanation ↗Dibyanayan Bandyopadhyay, Soham Bhattacharjee, Mohammed Hasanuzzaman et al.
  18. CG-TTRL: Context-Guided Test-Time Reinforcement Learning for On-Device Large Language Models ↗Peyman Hosseini, Ondrej Bohdal, Taha Ceritli et al.
  19. CONSPIR ED: A Dataset for Cognitive Traits of Conspiracy Theories and Large Language Model Safety ↗Luke Bates, Max Glockner, Preslav Nakov et al.
  20. CROC: Evaluating and Training T2I Metrics with Pseudo- and Human-Labeled Contrastive Robustness Checks ↗Christoph Leiter, Yuki M. Asano, Margret Keuper et al.
  21. CURE: Cultural Value-based Reasoning for Enhancing the Cultural Adaptability of Large Language Models ↗Mirae Han, Harksoo Kim
  22. CUS-QA: Local-Knowledge-Oriented Open-Ended Question Answering Dataset ↗Jindrich Libovický, Jindrich Helcl, Andrei-Alexandru Manea et al.
  23. Can LLMs Automate Fact-Checking Article Writing? ↗Dhruv Sahnan, David Corney, Irene Larraz et al.
  24. Can Language Models Learn Typologically Implausible Languages? ↗Tianyang Xu, Tatsuki Kuribayashi, Yohei Oseki et al.
  25. Can Large Language Models Generalize Analogy Solving Like Children Can? ↗Claire E. Stevenson, Alexandra Pafford, Han L. J. van der Maas et al.
  26. Citation Failure: Definition, Analysis and Efficient Mitigation ↗Jan Buchmann, Iryna Gurevych
  27. Common Objects Out of Context (COOCo): Investigating Multimodal Context and Semantic Scene Violations in Referential Communication ↗Filippo Merlo, Ece Takmaz, Wenkai Chen et al.
  28. CorefInst: Leveraging LLMs for Multilingual Coreference ResolutionTuğba Pamay Arslan, Emircan Erol, Gülşen Eryiğitour summary
  29. Cross-layer Attention Sharing for Pre-trained Large Language Models ↗Yongyu Mu, Yuzhang Wu, Yuchun Fan et al.
  30. Data Foundations of Long-Context Language Models: A Survey ↗Zechen Sun, Yuyang Sun, Zhaochen Su et al.
  31. DeepTrans: Deep Reasoning Translation via Reinforcement Learning ↗Jiaan Wang, Fandong Meng, Jie Zhou
  32. Dissecting GraphRAG: A Modular Analysis of Knowledge Structuring for Factoid Question Answering ↗Noriki Nishida, Rumana Ferdous Munne, Shanshan Liu et al.
  33. Do Large Multimodal Models Solve Caption Generation for Scientific Figures? Lessons Learned from SciCap Challenge 2023 ↗Ting-Yao `Edward' Hsu, Yi-Li Hsu, Shaurya Rohatgi et al.
  34. Early Risk Prediction with Temporally and Contextually Grounded Clinical Language Processing ↗Rochana Chaturvedi, Yue Zhou, Andrew Boyd et al.
  35. Emergent Communication in Continuous Worlds: Self-Organisation of Conceptually Grounded Vocabularies at Scale ↗Jérôme Botoko Ekila, Lara Verheyen, Jens Nevens et al.
  36. Erratum: Language Models Can Resolve Reference Compositionally, But It's Not Their Native Strength: The Case of the Personal Relation Task ↗Bart Evelo, Meaghan Fowlie, Denis Paperno
  37. Ev2R: Evaluating Evidence Retrieval in Automated Fact-Checking ↗Mubashara Akhtar, Michael Schlichtkrull, Andreas Vlachos
  38. FeedTrans: Enhance Machine Translation via Feedback ↗Zengkui Sun, Jiali Zeng, Jiaan Wang et al.
  39. Fine-Grained Reward Optimization for Machine Translation using Error Severity MappingsMiguel Moura Ramos, Tomás Almeida, Daniel Vareta et al.our summary
  40. Fine-tuning Large Language Models with Limited Data: A Survey and Practical Guide ↗Marton Szep, Daniel Rueckert, Rüdiger von Eisenhart-Rothe et al.
  41. Fodor and Pylyshyn's Systematicity Challenge Still Stands ↗Michael Goodale, Salvador Mascarenhas
  42. From Belief Entrenchment to Robust Reasoning in LLM Agents ↗Jihwan Oh, Minchan Jeong, Jongwoo Ko et al.
  43. From Benchmarks to Skills: Low-Rank Factors for LLM Evaluation ↗Aviya Maimon, Amir David Nisan Cohen, Gal Vishne et al.
  44. From Explicit to Implicit: A Theoretical Framework and Transfer Method for Preference Internalization in Language Models ↗Binrui Wang, Yongping Du, Yu Pei et al.
  45. GTPO: Stabilizing Group Relative Policy Optimization via Gradient and Entropy Control ↗Marco Simoni, Aleksandar Fontana, Giulio Rossolini et al.
  46. Generalizing Numerical Reasoning in Table Data through Operation Sketches and Self-Supervised Learning ↗Hanjun Cho, Gahyun Yoo, Hanseong Kim et al.
  47. Generating Visual Stories with Grounded and Coreferent Characters ↗Danyang Liu, Mirella Lapata, Frank Keller
  48. Generative Induction of Dialogue Task Schemas with Streaming Refinement and Simulated Interactions ↗James D. Finch, Yasasvi Josyula, Jinho D. Choi
  49. Goal Alignment in LLM-Based User Simulators for Conversational AI ↗Shuhaib Mehri, Xiaocheng Yang, Takyoung Kim et al.
  50. Grammatical Error Correction Evaluation by Optimally Transporting Edit Representation ↗Takumi Goto, Yusuke Sakai, Taro Watanabe
  51. Hearing to Translate: The Effectiveness of Speech Modality Integration into LLMs ↗Sara Papi, Javier Garcia Gilabert, Zachary Hopton et al.
  52. Human-like Fleeting Memory Improves Language Learning but Impairs Reading Time Prediction in Transformer Language ModelsAbishek Thamma, Micha Heilbronour summary
  53. Humans and LLMs Diverge on Probabilistic Inferences ↗Gaurav Kamath, Sreenath Madathil, Sebastian Schuster et al.
  54. In Generative AI We (Dis)Trust? Computational Analysis of Trust and Distrust in Reddit Discussions ↗Aria Pessianzadeh, Naima Sultana, Hildegarde Van den Bulck et al.
  55. In-N-Out: A Parameter-Level API Graph Dataset for Tool Agents ↗Seungkyu Lee, Nalim Kim, Yohan Jo
  56. Inferring Scientific Cross-Document Coreference and Hierarchy with Definition-Augmented Relational Reasoning ↗Lior Forer, Tom Hope
  57. IssueBench: Millions of Realistic Prompts for Measuring Issue Bias in LLM Writing Assistance ↗Paul Röttger, Musashi Hinck, Valentin Hofmann et al.
  58. KisMATH: Do LLMs Have Knowledge of Implicit Structures in Mathematical Reasoning? ↗Soumadeep Saha, Akshay Chaturvedi, Saptarshi Saha et al.
  59. LLA MADRS: Evaluating Open-Source LLMs on Real Clinical Interviews–-To Reason or Not to Reason? ↗Gaoussou Youssouf Kebe, Jeffrey M. Girard, Einat Liebenthal et al.
  60. LMEnt: A Suite for Analyzing Knowledge in Language Models from Pretraining Data to Representations ↗Daniela Gottesman, Alon Gilaie-Dotan, Ido Cohen et al.
  61. Language Models Can Resolve Reference Compositionally, But It's Not Their Native Strength: The Case of the Personal Relation Task ↗Bart Evelo, Meaghan Fowlie, Denis Paperno
  62. Learning Speech Representations with Variational Predictive Coding ↗Sung-Lin Yeh, Peter Bell, Hao Tang
  63. Learning to Optimize Multi-Objective Alignment Through Dynamic Reward Weighting ↗Yining Lu, Zilong Wang, Shiyang Li et al.
  64. Lightweight Latent Reasoning for Narrative Tasks ↗Alexander Gurung, Esmeralda S. Whitammer, Mirella Lapata
  65. Literally Concrete or Figuratively Abstract? Multilingual Concreteness Norms for Verb-Object Expressions ↗Urban Knupleš, Diego Frassinelli, Alexander Fraser et al.
  66. Localizing Factual Inconsistencies in Attributable Text Generation ↗Arie Cattan, Paul Roit, Shiyue Zhang et al.
  67. MERLIN: A Testbed for Multilingual Multimodal Entity Recognition and Linking ↗Sathyanarayanan Ramamoorthy, Vishwa Shah, Simran Khanuja et al.
  68. MO-GRPO: Mitigating Reward Hacking of Group Relative Policy Optimization on Multi-Objective Problems ↗Yuki Ichihara, Yuu Jinnai, Tetsuro Morimura et al.
  69. MoNaCo: More Natural and Complex Questions for Reasoning Across Dozens of Documents ↗Tomer Wolfson, Harsh Trivedi, Mor Geva et al.
  70. Model Directions, Not Words: Mechanistic Topic Models Using Sparse Autoencoders ↗Carolina Zheng, Nicolas Beltran-Velez, Sweta Karlekar et al.
  71. Modelling Analogies and Analogical Reasoning: Connecting Cognitive Science Theory and NLP Research ↗Molly R. Petersen, Claire E. Stevenson, Lonneke van der Plas
  72. MultiBLiMP 1.0: A Massively Multilingual Benchmark of Linguistic Minimal Pairs ↗Jaap Jumelet, Leonie Weissweiler, Joakim Nivre et al.
  73. No Shortcuts to Culture: Indonesian Multi-hop Question Answering for Complex Cultural Understanding ↗Vynska Amalia Permadi, Xingwei Tan, Nafise Sadat Moosavi et al.
  74. ORCA: Open-ended Response Correctness Assessment for Audio Question Answering ↗Šimon Sedláček, Sara Barahona, Cecilia Bolaños et al.
  75. On the Limitations of Language-targeted Pruning: Investigating the Calibration Language Impact in Multilingual LLM Pruning ↗Simon Kurz, Jian-Jia Chen, Lucie Flek et al.
  76. OrthoEdit: Principled and Stable Knowledge Editing via Orthogonal Subspace Projection ↗Shanbao Qiao, Xuebing Liu, Akshat Gupta et al.
  77. PiKGL: Leveraging Pruned Knowledge Graphs for Explainable Stance Detection ↗Bingbing Wang, Jingjie Lin, Zhixin Bai et al.
  78. Preferences for Idiomatic Language are Acquired Slowly –- and Forgotten Quickly: A Case Study on Swedish ↗Jenny Kunz
  79. PsyMem: Fine-grained Psychological Alignment and Explicit Memory Control for Advanced Role-Playing LLMs ↗Xilong Cheng, Yunxiao Qin, Yuting Tan et al.
  80. Psychometric Item Validation Using Virtual Respondents with Trait-Response Mediators ↗Sungjib Lim, Woojung Song, Eun-Ju Lee et al.
  81. R ESEARCH QA: Evaluating Scholarly Question Answering at Scale Across 75 Fields with Survey-Mined Questions and Rubrics ↗Li S. Yifei, Allen Chang, Chaitanya Malaviya et al.
  82. R1-T1: Fully Incentivizing Translation Capability in LLMs via Reasoning Learning ↗Minggui He, Yilun Liu, Shimin Tao et al.
  83. RELIC: Evaluating Complex Reasoning via the Recognition of Languages In-Context ↗Jackson Petty, Michael Y. Hu, Wentao Wang et al.
  84. Retain or Reframe? A Computational Framework for the Analysis of Framing in News Articles and Reader Comments ↗Matteo Guida, Yulia Otmakhova, Eduard Hovy et al.
  85. Rethinking the Relationship between the Power Law and Hierarchical StructuresKai Nakaishi, Ryo Yoshida, Kohei Kajikawa et al.our summary
  86. Rewriting History: A Recipe for Interventional Analyses to Study Data Effects on Model Behavior ↗Rahul Nadkarni, Yanai Elazar, Hila Gonen et al.
  87. S HARING B EYOND D ECISION: Deep Collaboration between Large Language Models via Representation Ensemble ↗Yichong Huang, Xiaocheng Feng, Jinlan Fu et al.
  88. SPES: Spectrogram Perturbation for Explainable Speech-to-Text Generation ↗Dennis Fucci, Marco Gaido, Beatrice Savoldi et al.
  89. STEM TOX: From Collaborative Tags to Fine-Grained Toxic Meme Detection via Entropy-Guided Multi-Task Learning ↗Subhankar Swain, Naquee Rizwan, Vishwa Gangadhar S et al.
  90. Safety-Potential Pruning for Enhancing Safety Prompts Against VLM Jailbreaking Without Retraining ↗Chongxin Li, Hanzhang Wang, Lian Duan
  91. Scale Can't Overcome Pragmatics: The Impact of Reporting Bias on Vision-Language Reasoning ↗Amita Kamath, Jack Hessel, Khyathi Chandu et al.
  92. Self-Consistency Falls Short! The Adverse Effects of Positional Bias on Long-Context Problems ↗Adam Byerly, Daniel Khashabi
  93. Simulating Hard Attention Using Soft Attention ↗Andy Yang, Lena Strobl, David Chiang et al.
  94. Simulating Sense Extension ↗Rowan Hall Maudslay, Simone Teufel
  95. Start Making Sense(s): A Developmental Probe of Attention Specialization Using Lexical Ambiguity ↗Pamela D. Rivière, Sean Trott
  96. SupraTok: Cross-Boundary Tokenization for Enhanced Language Model Performance ↗Andrei-Valentin Tănase, Elena Pelican
  97. Text-to-SQL Task-oriented Dialogue Ontology Construction ↗Renato Vukovic, Carel van Niekerk, Michael Heck et al.
  98. Understanding Benchmark Language Under Weakened Formal Semantics ↗Haoyang Chen, Kumiko Tanaka-Ishii
  99. Universal Jailbreak Suffixes Are Strong Attention Hijackers ↗Matan Ben-Tov, Mor Geva, Mahmood Sharif
  100. Value Drifts: Tracing Value Alignment During LLM Post-Training ↗Mehar Bhatia, Shravan Nayak, Gaurav Kamath et al.

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