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ACL 2026: all accepted papers

2,650 papers · page 24 of 27 · the most cited first · ← ACL 2026

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  1. TRACE: A Corpus of Team Creative Discussions ↗Yixuan Jiang, Tiancheng Hu, Jose Hernandez-Orallo et al. · Long Papers
  2. TRACE: Evaluating Execution Efficiency of LLM-Based Code Translation ↗Zhihao Gong, Zeyu Sun, Dong Huang et al. · Long Papers
  3. TRACE: Traversal Retrieval-Augmented Chain of Evidence for Document Understanding ↗Liqi He, Zuchao Li, Hao Huang et al. · Long Papers
  4. TRN-R1-Zero: Text-rich Network Reasoning via LLMs with Reinforcement Learning Only ↗Yilun Liu, Ruihong Qiu, Zi Huang · Long Papers
  5. TROJail: Trajectory-Level Optimization for Multi-Turn Large Language Model Jailbreaks with Process Rewards ↗Xiqiao Xiong, Ouxiang Li, Zhuo Liu et al. · Long Papers
  6. TabEmb: Joint Semantic-Structure Embedding for Table Annotation ↗Ehsan Hoseinzade, Ke Wang, Anandharaju Durai Raju · Long Papers
  7. TabReX: Tabular Referenceless eXplainable Evaluation ↗Tejas Anvekar, Junha Park, Aparna Garimella et al. · Long Papers
  8. TableMBR: Minimum Bayes Risk Table Generation Based on Structural Consistency ↗Daiki Yoshida, Hiroyuki Deguchi, Yusuke Sakai et al. · Student Research Workshop
  9. Tackling the Root of Misinformation by Teaching Laypeople about Logical Fallacies via Socratic Questioning and Critical Argumentation ↗Minjing Shi, Junling Wang, Jingwei Ni et al. · Long Papers
  10. TagSpeech: End-to-End Multi-Speaker ASR and Diarization with Fine-Grained Temporal Grounding ↗Mingyue Huo, Yiwen Shao, Yuheng Zhang · Long Papers
  11. Tailored Primitive Initialization is the Secret Key to Reinforcement Learning ↗Yihang Yao, Guangtao Zeng, Raina Wu et al. · Long Papers
  12. Tailoring Diagnostic Modeling to Individual Learners: Personalized Distractor Generation via MCTS-Guided Reasoning Reconstruction ↗Tao Wu, Jingyuan Chen, Wang Lin et al. · Long Papers
  13. TalkLoRA: Communication-Aware Mixture of Low-Rank Adaptation for Large Language Models ↗Lin Mu, Haiyang Wang, Li Ni et al. · Long Papers
  14. Talking to a Know-It-All GPT or a Second-Guesser Claude? How Repair reveals distinct Multi-Turn Behavior in LLMs ↗Clara Lachenmaier, Hannah Bultmann, Sina Zarrieß · Long Papers
  15. TamEdit: Trajectory-Aware Meta-Learning for Specificity-Preserving Continual Knowledge Editing ↗Shiqiang Tian, Cheng Ding, Qin Chen et al. · Long Papers
  16. Taming Actor-Observer Asymmetry in Agents via Dialectical Alignment ↗Bobo Li, Rui Wu, Zibo Ji et al. · Long Papers
  17. Taming Extreme Tokens: Covariance-Aware GRPO with Gaussian-Kernel Advantage Reweighting ↗Cheng Wang, Qin Liu, Wenxuan Zhou et al. · Short Papers
  18. Taming “Zombie” Agents: A Markov State-Aware Framework for Resilient Multi-Agent Evolution ↗Taolin Zhang, Pukun Zhao, Qizhou Chen et al. · Long Papers
  19. TaoType: Predicting Fine-Grained Typing Intent for Faster Search ↗Yipeng Yu, Yichen Yuan, Chengxiao Feng et al. · Industry Track
  20. TartanMaroon: Multi-Agent Academic Advising with Iterative Negotiation and Transparent Collaboration ↗Peidi Dong, Houda Bouamor, Yunze Xiao et al. · System Demonstrations
  21. Task Assignment meets Annotator Modeling: Human-LLM Collaborative Annotation with Constraints ↗Kei Moriyama, Kouta Nakayama, Yukino Baba · Student Research Workshop
  22. Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios ↗Hui Liu, Bin Zou, Kecheng Chen et al. · Long Papers
  23. TaxPraBen: A Scalable Benchmark for Structured Evaluation of LLMs in Chinese Real-World Tax Practice ↗Gang Hu, Yating Chen, Haiyan Ding et al. · Long Papers
  24. TeCES: Collaborative Geometric Knowledge Representation Framework under Evolving Fact Snapshots ↗Jiujiang Guo, Zhengliang Guo, Kai Wang et al. · Long Papers
  25. Teach a Reward Model to Correct Itself: Reward Guided Adversarial Failure Discovery for Robust Reward Modeling ↗Pankayaraj Pathmanathan, Furong Huang · Long Papers
  26. TeachMaster: Generative Teaching via Code ↗Yuheng Wang, Runde Yang, Lin Wu et al. · Industry Track
  27. Teaching LLM to be Persuasive: Reward-Enhanced Policy Optimization for Alignment from Heterogeneous Rewards ↗Xia Zeng, Yihan Chen, Luhui Liu et al. · Industry Track
  28. Teaching LLMs Human-Like Editing of Inappropriate Argumentation via Reinforcement Learning ↗Timon Ziegenbein, Maja Stahl, Henning Wachsmuth · Long Papers
  29. Teaching Language Models to Check Grounded Claim Factuality with Human Test-Taking Strategies ↗Yuxuan Ye, Raul Santos-Rodriguez, Edwin Simpson · Long Papers
  30. Team-Based Self-Play With Dual Adaptive Weighting for Fine-Tuning LLMs ↗Wu Li, Yigeng Zhou, Zesheng Shi et al. · Long Papers
  31. TeamFusion: Supporting Open-ended Teamwork with Multi-Agent Systems ↗Jiale Liu, Victor Bursztyn, Lin Ai et al. · Long Papers
  32. Tears or Cheers? Benchmarking LLMs via Culturally Elicited Distinct Affective Responses ↗Chongyuan Dai, Yaling Shen, Zihan Gao et al. · Long Papers
  33. Ted-Tok: Maintaining an Evolving Vocabulary for Lifelong Learning ↗Jiameng Huang, Zhi Zhang, Zhenyu He et al. · Long Papers
  34. TellWhisper: Tell Whisper Who Speaks When ↗Yifan Hu, Peiji Yang, Zhisheng Wang et al. · Long Papers
  35. Temporal Evidence Chain for Temporal Knowledge Graph Question Answering with Large Language Models ↗Shihao Liu, Xiaofei Zhou, Bo Wang et al. · Long Papers
  36. Temporal Leakage in Search-Engine Date-Filtered Web Retrieval: A Retrospective Forecasting Case Study ↗Ali El Lahib, Ying-Jieh Xia, Zehan Li et al. · Short Papers
  37. Temporal Precision Matters: Brain-Tuning Speech Language Models with Millisecond-Resolution Neural Signals ↗Zhejun Zhang, Wenqing Zhou, Haozhe Xu et al. · Long Papers
  38. Temporal Sampling for Forgotten Reasoning in LLMs ↗Yuetai Li, Zhangchen Xu, Fengqing Jiang et al. · Long Papers
  39. TensorLens: End-to-End Transformer Analysis via High-Order Attention Tensors ↗Ido Andrew Atad, Itamar Zimerman, Shahar Katz et al. · Long Papers
  40. Test-Time Reasoners Are Strategic Multiple-Choice Test-Takers ↗Nishant Balepur, Atrey Desai, Rachel Rudinger · Short Papers
  41. Test-Time Strategies for More Efficient and Accurate Agentic RAG ↗Abhinav Sharma, Brian Zhang, Deepti Guntur et al. · Student Research Workshop
  42. TexOCR: Advancing Document OCR Models for Compilable Page-to-LaTeX Reconstruction ↗Chengye Wang, Lin Fu, Zexi Kuang et al. · Long Papers
  43. Text-Attributed Knowledge Graph Enrichment with Large Language Models for Medical Concept Representation ↗Mohsen Nayebi Kerdabadi, Arya Hadizadeh Moghaddam, Chen Chen et al. · Long Papers
  44. Text-Guided Multi-Scale Frequency Representation Adaptation ↗Weicai Yan, Xinhua Ma, Wang Lin et al. · Long Papers
  45. Text-to-Distribution Prediction with Quantile Tokens and Neighbor Context ↗Yilun Zhu, Yuan Zhuang, Nikhita Vedula et al. · Long Papers
  46. Text2Tabular – Reconstructing Tabular Research Data from Scientific Publications ↗Jonas Gottal, Florian Matthes · Long Papers
  47. Textual Steering Vectors Can Improve Visual Understanding in Multimodal Large Language Models ↗Woody Haosheng Gan, Deqing Fu, Julian Asilis et al. · Long Papers
  48. The Bidirectional Process Reward Model ↗Lingyin Zhang, Jun Gao, Xiaoxue Ren et al. · Long Papers
  49. The Bitter Lesson of Diffusion Language Models for Agentic Workflows: A Comprehensive Reality Check ↗Qingyu Lu, Liang Ding, Kanjian Zhang et al. · Long Papers
  50. The Confidence Dichotomy: Analyzing and Mitigating Miscalibration in Tool-Use Agents ↗Weihao Xuan, Qingcheng Zeng, Heli Qi et al. · Long Papers
  51. The Confident Liar: Diagnosing Multi-Agent Debate with Log-Probabilities and LLM-as-Judge ↗Ali Keramati, Justin Cheok, Jacob Horne et al. · Student Research Workshop
  52. The Data Frontier for Large Language Models: Selection, Synthesis, and Tools ↗Lijun Wu, Wentao Zhang, Conghui He · Tutorial Abstracts
  53. The Digital Dunning-Kruger Effect: Decoupling Hallucinations via Geometric Hidden-state Observation for Semantic Truthfulness ↗Yueheng Mao, Min Yu, Gengwang Li et al. · Long Papers
  54. The Dominance of Text Space: Unveiling the Asymmetric Nature of Cross-Modal Alignment in Large Language Models ↗Linqing Chen, Hanmeng Zhong, Wentao Wu et al. · Long Papers
  55. The GDN-CC Dataset: Automatic Corpus Clarification for AI-enhanced Democratic Citizen Consultations ↗Pierre-Antoine Lequeu, Léo Labat, Laurène Cave et al. · Long Papers
  56. The Illusion of Specialization: Unveiling the Domain-Invariant “Standing Committee” in Mixture-of-Experts Models ↗Yan Wang, Yitao Xu, Nanhan Shen et al. · Long Papers
  57. The Imperfective Paradox in Large Language Models ↗Bolei Ma, Yusuke Miyao · Long Papers · 🏆 Best Paper
  58. The Interplay between Metaphors and NLP ↗Joanne Boisson, Jose Camacho-Collados, Elisa Sanchez-Bayona et al. · Tutorial Abstracts
  59. The Paradox of Outcome Optimization: A Causal Information-Theoretic Bound on Reasoning Shortcuts in LLMs ↗Zihan Chen, Yiming Zhang, Wenxiang Geng et al. · Long Papers
  60. The Path Not Taken: Duality in Reasoning about Program Execution ↗Eshgin Hasanov, Md Mahadi Hassan Sibat, Santu Karmaker et al. · Long Papers
  61. The Personalization Trap: How User Memory Alters Emotional Reasoning in LLMs ↗Xi Fang, Weijie Xu, Yuchong Zhang et al. · Short Papers
  62. The Pitfalls of KV Cache Compression ↗Alex Chen, Renato Geh, Aditya Grover et al. · Long Papers
  63. The Prosody of Emojis ↗Giulio Zhou, Tsz Kin Lam, Alexandra Birch et al. · Long Papers
  64. The Proxy Presumption: From Semantic Embeddings to Valid Social Measures ↗Baishi Li, Ta Yu, Kelvin J.L. Koa et al. · Long Papers
  65. The Reasoning Trap: How Enhancing LLM Reasoning Amplifies Tool Hallucination ↗Chenlong Yin, Zeyang Sha, Shiwen Cui et al. · Long Papers
  66. The Retrieval Bottleneck: Scaling Laws for Reinforcement Learning in RAG ↗Shu Zhou, Jinman Leng, Yufei Song et al. · Long Papers
  67. The Role of Mixed-Language Documents for Multilingual Large Language Model Pretraining ↗Jiandong Shao, Raphael Tang, Crystina Zhang et al. · Long Papers
  68. The Shape of Vulnerability: How Adversarial Perturbations Reshape the Topology of Language Model Latent Spaces ↗Angelina Tsai, Shreya Subramanian, Catherine Liu et al. · Student Research Workshop
  69. The Side Effects of Being Smart: Safety Risks in MLLMs' Multi-Image Reasoning ↗Renmiao Chen, Yida Lu, Shiyao Cui et al. · Long Papers
  70. The Silence of the Facts: Popularity as a Barrier to Machine Unlearning ↗Anna Borisiuk, Andrey Savchenko, Alexander Panchenko et al. · Student Research Workshop
  71. The Stackelberg Speaker: Optimizing Persuasive Communication in Social Deduction Games ↗Zhang Zheng, Deheng Ye, Peilin Zhao et al. · Long Papers
  72. The Subjectivity of Respect in Police Traffic Stops: Modeling Community Perspectives in Body-Worn Camera Footage ↗Preni Golazizian, Elnaz Rahmati, Jackson Trager et al. · Long Papers
  73. The Visual Iconicity Challenge: Evaluating Vision-Language Models on Sign Language Form–Meaning Mapping ↗Onur Keleş, Asli Ozyurek, Gerardo Ortega et al. · Long Papers
  74. The “Knowledge–Behavior Gap” in Cultural Taboo Safety of Large Language Models ↗Ying He, Sihang Jiang, Xingzhou Chen et al. · Long Papers
  75. Theory-optimal Quantization Based on Flatness ↗Xiusheng Huang, Zhe Li, Xuanwu Yin et al. · Long Papers
  76. Thermometer of Thoughts: Enhancing LLM's Exploration via Attention Temperature Modulation ↗Zhiyuan Yu, Shijian Xiao, Cam-Tu Nguyen et al. · Long Papers
  77. Thesis Proposal: A Normalization-First Framework for Sound, Complete, and Utility-Ready Open Information Extraction ↗Chandan Prakash, Pavan Kumar Chittimalli, Arnab Bhattacharya · Student Research Workshop
  78. Thesis Proposal: An Explainable Multimodal Framework for Detecting Harmful Content in Code-Switched Children's Media ↗Juliana Isabelle A. Guillermo, Jasper Kyle Catapang, Nathaniel Oco · Student Research Workshop
  79. Thesis Proposal: Auditing and Mitigating Demographic Bias in Multi-Stage Retrieval Systems for Criminal Justice Applications ↗Archan Dutta · Student Research Workshop
  80. Thesis Proposal: Diagnosing and Mitigating Semantic Interference in Script-Sharing Low-Resource Language Models: A Case Study on Square Bai Script ↗Jingting Zheng, Deyi Xiong · Student Research Workshop
  81. Thesis Proposal: Intentional Inference for Insight Generation ↗Kristýna Onderková · Student Research Workshop
  82. Thesis Proposal: LLMs post-training for multilingual medical tasks. Instruction-Tuning, Continual-Pretraining or Reasoning? ↗Pietro Ferrazzi, Alberto Lavelli, Bernardo Magnini · Student Research Workshop
  83. Thesis Proposal: On the Granularity-Robustness Trade-off in Text-Derived Knowledge Graphs ↗Surawat Pralomram · Student Research Workshop
  84. Thesis Proposal: Self-Adaptive and Epistemic Uncertainty-Guided ASR of Dense Intra-Sentential Code-Switched Speech for African Low-Resource Languages ↗Umar Baba Umar, Sulaimon Adebayo Bashir, Abdulmalik Danlami Mohammed et al. · Student Research Workshop
  85. Thesis Proposal: Targeted and Unified Cross-Lingual Unlearning from Multilingual Language Models ↗Jan Bronec, Jindřich Helcl · Student Research Workshop
  86. Thesis Proposal: Toward a Human-Centered and Perspective-Aware Framework for Reproducible ML Evaluation and AI Alignment ↗Deepak Pandita, Christopher M. Homan · Student Research Workshop
  87. Thesis Proposal: When Does an Agent Know It Is Lost? Confidence Trajectory Analysis for Tool-Using LLMs ↗Zhenjiang Mao · Student Research Workshop
  88. Think Before Writing: Feature-Level Multi-Objective Optimization for Generative Citation Visibility ↗Zikang Liu, Peilan Xu · Long Papers
  89. Think Better, Not Longer: Token-Level Marginal Utility for Efficient Reasoning in Large Reasoning Models ↗Jiawei Li, Yang Gao, Huashan Sun et al. · Long Papers
  90. Think Faster Than Words: Efficient LLM Chain-of-Thought Reasoning via Dynamic Shortcut Decoding ↗Fan Liu, Yanhao Wang, Min Zhang et al. · Long Papers
  91. Think How to Think: Mitigating Overthinking with Autonomous Difficulty Cognition in Large Reasoning Models ↗Yongjiang Liu, Haoxi Li, Xiaosong Ma et al. · Long Papers
  92. Think Less, Code Better: Probing When Chain-of-Thought Hurts and How to Route Around It ↗Rajarshi Ghoshal, Debadri Basak, Salma E. Abdelhalim et al. · Student Research Workshop
  93. Think Like You Execute: Verifiable Chain of Thought from Program Traces ↗Shailja Thakur, Vaibhav Saxena, Rohan Kulkarni et al. · Industry Track
  94. Think Natively: Unlocking Multilingual Reasoning with Consistency-Enhanced Reinforcement Learning ↗Xue Zhang, Yunlong Liang, Fandong Meng et al. · Long Papers
  95. Think Parallax: Solving Multi-Hop Problems via Multi-View Knowledge-Graph-Based Retrieval-Augmented Generation ↗Jinliang Liu, Jiale Bai, Shaoning Zeng · Long Papers
  96. Think in Latent Thoughts: A New Paradigm for Gloss-Free Sign Language Translation ↗Yiyang Jiang, Li Zhang, Xiao-Yong Wei et al. · Long Papers
  97. Think in Sentences: Explicit Sentence Boundaries Enhance Language Model's Capabilities ↗Zhichen Liu, Yongyuan Li, Yang Xu · Long Papers
  98. ThinkBooster: A Unified Framework for Seamless Test-Time Scaling of LLM Reasoning ↗Vladislav Smirnov, Quang-Chieu Nguyen, Sergey Senichev et al. · System Demonstrations
  99. ThinkPersona: Thinking with Persona Graphs for Faithful Individualized Role-Playing ↗Yichen Cai, Pei Chen, Jiayang Li et al. · Long Papers
  100. Thinking Alignment of Scenario-Oriented User Simulation ↗Xiaoting Wu, Yi Huang, Chunyang Gao et al. · Long Papers

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