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ACL 2026: all accepted papers

2,650 papers · page 25 of 27 · the most cited first · ← ACL 2026

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  1. Thinking in Schemas: Robust Syllogistic Reasoning in LLMs ↗Federico Ranaldi, Leonardo Ranaldi, Fabio Massimo Zanzotto et al. · Long Papers
  2. Thinking with Reasoning Skills: Fewer Tokens, More Accuracy ↗Guangxiang Zhao, Qilong Shi, Xusen Xiao et al. · Industry Track
  3. Thinking-Based Non-Thinking: Solving the Reward Hacking Problem in Training Hybrid Reasoning Models via Reinforcement Learning ↗Siyuan Gan, Jiaheng Liu, Boyan Wang et al. · Long Papers
  4. ThreadSumm: Summarization of Nested Discourse Threads Using Tree of Thoughts ↗Olubusayo Olabisi, Ekata Mitra, Ameeta Agrawal · Long Papers
  5. Threshold Differential Attention for Sink-Free, Ultra-Sparse, and Non-Dispersive Language Modeling ↗Xingyue Huang, Xueying Ding, Mingxuan Ju et al. · Long Papers
  6. Through the Looking Glass of Multilingual AI: Contrasting Language- and Name Script-Dependent Ethnic Hierarchies in GPT and DeepSeek ↗Annabella Sakunkoo, Jonathan Sakunkoo · Student Research Workshop
  7. Through the Magnifying Glass: Adaptive Perception Magnification for Hallucination-Free VLM Decoding ↗Shunqi Mao, Chaoyi Zhang, Weidong Cai · Long Papers
  8. TiKMiX: Efficient Semi-Dynamic Data Mixture via Data Influence for LLM Pre-training ↗Yifan Wang, Binbinliu, Fengze Liu et al. · Long Papers
  9. TimeSAF: Towards LLM-Guided Semantic Asynchronous Fusion for Time Series Forecasting ↗Fan Zhang, Shiming Fan, Hua Wang · Long Papers
  10. Timely Machine: Awareness of Time Makes Test-Time Scaling Agentic ↗Yichuan Ma, Linyang Li, Yongkang Chen et al. · Long Papers
  11. TingIS: Real-time Risk Event Discovery from Noisy Customer Incidents at Enterprise Scale ↗Jun Wang, Ziyin Zhang, Rui Wang et al. · Industry Track
  12. Tiny Scales, Great Challenges: The Limits of Multimodal LLMs in Scale Recognition ↗Jihang Jin, Ronghao Chen, Hao Zhang et al. · Long Papers
  13. TinyJudge: Unverifiable Constraint Alignment via Lightweight Specialist Ensembles ↗Yirong Zeng, Yufei Liu, Xiao Ding et al. · Long Papers
  14. To Judge or Not to Judge: Can Large Language Models Leverage the Dispute Focus in Legal Judgment? ↗Luoming Hu, Liang Yang, Jingjie Zeng et al. · Long Papers
  15. To Lie or Not to Lie? Investigating The Biased Spread of Global Lies by LLMs ↗Zohaib Khan, Mustafa Dogan, Ifeoma Okoh et al. · Long Papers
  16. To Think or Not to Think: The Hidden Cost of Meta-Training with Excessive CoT Examples ↗Vignesh Kothapalli, Ata Fatahibaarzi, Hamed Firooz et al. · Long Papers
  17. ToMMeR - Efficient Entity Mention Detection from Large Language Models ↗Victor Morand, Nadi Tomeh, Josiane Mothe et al. · Long Papers
  18. TokCollate: A Comprehensive Tool for Tokenizer Evaluation and Visualization across Languages ↗Dušan Variš, Abishek Stephen, Jindřich Libovický · System Demonstrations
  19. TokDrift: When LLM Speaks in Subwords but Code Speaks in Grammar ↗Yinxi Li, Yuntian Deng, Pengyu Nie · Long Papers
  20. TokLens: A Multilingual Lens on Tokenizer Quality for LLMs ↗Guan-Ming Chiu · Student Research Workshop
  21. Token-Level Policy Optimization: Linking Group-Level Rewards to Token-Level Aggregation via sequence-level likelihood ↗Xingyu Lin, Yilin Wen, Du Su et al. · Long Papers
  22. TokenTiming: A Dynamic Alignment Method for Universal Speculative Decoding Model Pairs ↗Sibo Xiao, Fu Jinyuan, Zhongle Xie et al. · Long Papers
  23. Tonal Salience in Cognitive Decline: In-Context MCI Detection with Multimodal LLMs ↗Christopher Song, Abdullah P. Rashed Ahmed · Student Research Workshop
  24. Too Correct to Learn: Reinforcement Learning on Saturated Reasoning Data ↗Zhenwen Liang, Yujun Zhou, Sidi Lu et al. · Short Papers
  25. Too Long, Do Re-weighting for Efficient LLM Reasoning Compression ↗Zhong-Zhi Li, Xiao Liang, Zihao Tang et al. · Long Papers
  26. Too Nice to Tell the Truth: Quantifying Agreeableness-Driven Sycophancy in Role-Playing Language Models ↗Arya Shah, Deepali Mishra, Chaklam Silpasuwanchai · Long Papers
  27. Toward Consistent World Models with Multi-Token Prediction and Latent Semantic Enhancement ↗Qimin Zhong, Hao Liao, Haiming Qin et al. · Long Papers
  28. Toward Robust Evaluation for Multilingual Grammatical Error Correction: Can Large Language Models Replace Human References? ↗Alla Rozovskaya, Dan Roth · Long Papers
  29. Toward Robust In-Context Learning: Leveraging Out-of-distribution Proxies for Target Inaccessible Demonstration Retrieval ↗Hao Xu, Rite Bo, Fausto Giunchiglia et al. · Long Papers
  30. Toward Scalable Verifiable Reward: Proxy State-Based Evaluation for Multi-turn Tool-Calling LLM Agents ↗Yun-Shiuan Chuang, Chaitanya Kulkarni, Alec M. Chiu et al. · Industry Track
  31. Toward Secure Tuning: Mitigating Security Risks from Instruction Fine-Tuning ↗Yanrui Du, Fenglei Fan, Sendong Zhao et al. · Long Papers
  32. Towards A Scanpath-Conditioned Surprisal Theory: Modeling Reader Information States ↗Michael Mooney, Edmond S. L. Ho · Long Papers
  33. Towards Effective and Efficient Multi-Agent Language Model Systems: Foundations, Prospects, and Applications ↗Xuan Wang, Shuxiang Cao, Yuchen Zhuang et al. · Tutorial Abstracts
  34. Towards Efficient and Effective Diffusion Language Model Inference via Semantic-Aware Adaptive Denoising ↗Fan Li, Yu Gu, Zhigang Wang et al. · Long Papers
  35. Towards Explainable Diagnosis: A Self-learned Explanatory Knowledge Base Approach ↗Dongqi Huang, Tong Zhou, Zhuoran Jin et al. · Long Papers
  36. Towards Fast and Accurate Modeling for Cross-Lingual Label Projection ↗Thang Le, Huy Huu Nguyen, Anh Tuan Luu et al. · Long Papers
  37. Towards Fine-Grained and Multi-Granular Contrastive Language-Speech Pre-training ↗Yifan Yang, Bing Han, Hui Wang et al. · Long Papers
  38. Towards Fine-grained Audio Captioning with Multimodal Contextual Fusion ↗Shunian Chen, Xinyuan Xie, Zheshu Chen et al. · Long Papers
  39. Towards Interpretable Tabular Reasoning: Enhancing LLM Reasoning on Tabular Data with Pre-Constructed Logic Graph ↗Lirong Gao, Zewei Yu, Zhongrui Yin et al. · Long Papers
  40. Towards Intrinsic Interpretability of Large Language Models: A Survey of Design Principles and Architectures ↗Yutong Gao, Qinglin Meng, Yuan Zhou et al. · Long Papers
  41. Towards Mitigating Modality Bias in Vision-Language Models for Temporal Action Localization ↗Jiaqi Li, Guangming Wang, Shuntian Zheng et al. · Long Papers
  42. Towards Order Fairness: Mitigating LLMs Order Sensitivity through Dual Group Advantage Optimization ↗Xu Chu, Guanyu Wang, Zhijie Tan et al. · Long Papers
  43. Towards Privacy-Preserving Large Language Model: Text-free Inference Through Alignment and Adaptation ↗Jeongho Yoon, Chanhee Park, Yongchan Chun et al. · Long Papers
  44. Towards Robust Real-World Spreadsheet Understanding with Multi-Agent Multi-Format Reasoning ↗Houxing Ren, Mingjie Zhan, Zimu Lu et al. · Long Papers
  45. Towards Scalable Lifelong Knowledge Editing with Selective Knowledge Suppression ↗Dahyun Jung, Jaewook Lee, Heuiseok Lim · Long Papers
  46. Towards Stable and Effective Reinforcement Learning for Mixture-of-Experts ↗Di Zhang, Xun Wu, Shaohan Huang et al. · Long Papers
  47. Towards Trustworthy Smart Contract Synthesis: A Multi-Agent Framework with Lean-Based Verification ↗Bowei Zhang, Hanbing Liu, Qixin Tian et al. · Long Papers
  48. Towards a Mechanistic Understanding of Large Reasoning Models: A Survey of Training, Inference, and Failures ↗Yi Hu, Jiaqi Gu, Ruxin Wang et al. · Long Papers
  49. Tracing Logit Trajectories Across Layer Depth: Dataset-Level Explainability for Language Models ↗Jeesu Jung, Sangkeun Jung · Long Papers
  50. Tracing the Roots: A Multi-Agent Framework for Uncovering Data Lineage in Post-Training LLMs ↗Yu Li, Xiaoran Shang, Qizhi Pei et al. · Long Papers
  51. Tracking the Evolution of Foresight Signals in News Data: The Case of the European Electric Vehicle Market ↗Karine Navasartian · Student Research Workshop
  52. Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability ↗Xiao Liang, Zhong-Zhi Li, Zhenghao Lin et al. · Long Papers
  53. Trait Activation in Silicon: A Situation-Aware Framework for Psychologically Grounded Role-Playing ↗Zuolong Li, Pingyu Wu, Xianwen Huang et al. · Long Papers
  54. Trajectory2Task: Training Robust Tool-Calling Agents with Synthesized Yet Verifiable Data for Complex User Intents ↗Ziyi Wang, Yuxuan Lu, Yimeng Zhang et al. · Long Papers
  55. TransLLM: A Unified Multi-Task Large Language Model for Urban Transportation via Learnable Prompting ↗Jiaming Leng, Yunying Bi, Chuan Qin et al. · Long Papers
  56. Transfer Learning for Generalizable Automated LLM Improvement Pipeline for IVR Navigation ↗Vishal Sankar Ram, Jason Kushner, Manas Paldhe et al. · Industry Track
  57. Translation or Recitation? Calibrating Evaluation Scores for Machine Translation of Extremely Low-Resource Languages ↗Danlu Chen, Ka Sing He, Jiahe Tian et al. · Short Papers
  58. Translation with Thought: Difficulty-Adaptive Reasoning via Reinforcement Learning for Multi-Domain Machine Translation ↗Yongshi Ye, Biao Fu, Chongxuan Huang et al. · Long Papers
  59. TrendFact: A Benchmark Towards Hotspot Perception in Automatic Fact-Checking ↗Xiaocheng Zhang, Xi Wang, Yifei Lu et al. · Long Papers
  60. TriEx: A Game-based Tri-View Framework for Explaining Internal Reasoning in Multi-Agent LLMs ↗Ziyi Wang, Chen Zhang, Wenjun Peng et al. · Long Papers
  61. TriPlay-RL: Tri-Role Self-Play Reinforcement Learning for LLM Safety Alignment ↗Zhewen Tan, Wenhan Yu, Jianfeng Si et al. · Long Papers
  62. Triviality Corrected Endogenous Reward ↗Xinda Wang, Zhengxu Hou, Yangshijie Zhang et al. · Long Papers
  63. Trust Within? Seek Beyond? Knowledge Boundary Aware Policy Optimization for Agentic Search ↗Tao Feng, Xinke Jiang, Xinyan Hu et al. · Long Papers
  64. TrustTable: A Neuro-Symbolic Auditing Framework for Faithful Table QA ↗Guangzhen Zhao, Dechang Kong, Tongyu Wu et al. · Long Papers
  65. Truth as a Trajectory: What Internal Representations Reveal About Large Language Model Reasoning ↗Hamed Damirchi, Imezadelajara, Ehsan Abbasnejad et al. · Long Papers
  66. Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies ↗Xudong Shen, li Yuan, Ye Chen et al. · Long Papers
  67. TruthSplit: Operationalizing Conditional Validity in Arguments Through Multi-Perspective Reasoning ↗Benjamin Stieger, Maximilian Terberger, Thomas Huber et al. · System Demonstrations
  68. Turning Failures into Value: Negative Experience Replay for RLVR via Confidence Gating and Boundary Failure Sampling ↗Jialiang Guo, Fucheng Xiong, Xu He et al. · Long Papers
  69. TwiUSD: A Benchmark Dataset and Structure-Aware LLM Framework for User Stance Detection ↗Fuqiang Niu, Zini Chen, Zhiyu Xie et al. · Long Papers
  70. Two Pathways to Truthfulness: On the Intrinsic Encoding of LLM Hallucinations ↗Wen Luo, Guangyue Peng, Wei Li et al. · Long Papers
  71. Two Streams, One Sarcasm: Orthogonal Expert Tuning for Holistic Multimodal Sarcasm Understanding ↗Diandian Guo, Cong Cao, Fangfang Yuan et al. · Long Papers
  72. Two-Stage Regularization-Based Structured Pruning for LLMs ↗Mingkuan Feng, Jinyang Wu, Siyuan Liu et al. · Long Papers
  73. Typology-Aware Multilingual Morphosyntactic Parsing with Joint Abstract Node Modeling ↗Kutay Acar, Gülşen Eryiğit · Long Papers
  74. UERLens: Understanding Event Relations in Large Language Models ↗Yong Guan, Zhiyuan Li, Shaoru Guo · Short Papers
  75. UI-Copilot: Advancing Long-Horizon GUI Automation via Tool-Integrated Policy Optimization ↗Zhengxi Lu, Fei Tang, Guangyi Liu et al. · Long Papers
  76. UMMF: Protecting Copyright of Large Vision-Language Models through Unlearning-based Multimodal Memorization Fingerprint ↗Xiaofan Zheng, Xinghao Wang, Xiaojun Wan · Long Papers
  77. UMPIRE: Unveiling LLM-generated Posts via Redundant Expressions ↗Xiaoquan Yi, Haixing Wu, Haozhao Wang et al. · Long Papers
  78. UNIKIE-BENCH: Benchmarking Large Multimodal Models for Key Information Extraction in Visual Documents ↗Yifan Ji, Zhipeng Xu, Zhenghao Liu et al. · Long Papers
  79. UNIVID: Unified Vision-Language Model for Video Moderation ↗Kejuan Yang, Yizhuo Zhang, Mingyuan Du et al. · Industry Track
  80. UPDESH: Synthesizing Grounded Instruction Tuning Data for 13 Indic Languages ↗Pranjal A Chitale, Varun Gumma, Sanchit Ahuja et al. · Long Papers
  81. UR$^2$ : Unify RAG and Reasoning through Reinforcement Learning ↗Weitao Li, Boran Xiang, Xiaolong Wang et al. · Long Papers
  82. UltraEval-Audio: A Unified Framework for Comprehensive Evaluation of Audio Foundation Models ↗Qundong Shi, Jie Zhou, Biyuan Lin et al. · System Demonstrations
  83. Uncertainty-Aware Routing for Principled Alignment with MoE Dynamics ↗Yilong Chen, Junyuan Shang, Yuchen Feng et al. · Long Papers
  84. Uncertainty-Aware Test-Time Search for Optimization Problem Solving ↗Linlin Yu, Xujiang Zhao, Dong Li et al. · Long Papers
  85. Uncovering Intervention Opportunities for Suicide Prevention with Language Model Assistants ↗Jaspreet Ranjit, Hyundong Justin Cho, Claire J. Smerdon et al. · Long Papers
  86. Uncovering Sentiment Analysis Circuit in Large Language Model ↗Shichen Li, Zhouyang Wang, Zhongqing Wang et al. · Long Papers
  87. Understanding Conversational Implicatures in Humans and LLMs ↗Daeun Kang · Student Research Workshop
  88. Understanding Emergent Misalignment via Feature Superposition Geometry ↗Gouki Minegishi, Hiroki Furuta, Takeshi Kojima et al. · Long Papers
  89. Understanding LLM Performance Degradation in Multi-Instance Processing: The Roles of Instance Count and Context Length ↗Jingxuan Chen, Mohammad Taher Pilehvar, Jose Camacho-Collados · Long Papers
  90. Understanding and Mitigating Political Stance Cross-topic Generalization in Large Language Models ↗Jiayi Zhang, Shu Yang, Junchao Wu et al. · Long Papers
  91. Understanding or Memorizing? A Case Study of German Definite Articles in Language Models ↗Jonathan Drechsel, Erisa Bytyqi, Steffen Herbold · Long Papers
  92. Understanding the Behaviors of Environment-aware Information Retrieval ↗Ruifeng Yuan, Chaohao Yuan, David Dai et al. · Long Papers
  93. Understanding the Prompt Sensitivity ↗Yang Liu, Chenhui Chu · Long Papers
  94. UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision ↗Zhen Fang, Ruiyan Han, XinYu Sun et al. · Long Papers
  95. UniDataBench: Evaluating Data Analytics Agents Across Structured and Unstructured Data ↗Han Weng, Zhou Liu, Yuanfeng Song et al. · Long Papers
  96. UniMoE-Audio: Unified Speech and Music Generation with Dynamic-Capacity Mixture-of-Experts ↗Zhenyu Liu, Yunxin Li, Xuanyu Zhang et al. · Long Papers
  97. UniSRM: A Unified Speech Reward Model for Reasoning-Based Fine-grained Assessment ↗Yuanyuan Wang, Dongchao Yang, Yayue Deng et al. · Long Papers
  98. UniSonate: A Unified Model for Speech, Music, and Sound Effect Generation with Text Instructions ↗Chunyu Qiang, Xiaopeng Wang, Kang Yin et al. · Long Papers
  99. UniSpec: Training-Free Speculative Decoding for Robust LLM Acceleration Across Languages and Hardware ↗Truong Dinh Do, Nguyen-Khang Le, Le-Minh Nguyen · Long Papers
  100. UniVocal: Unified Speech-Singing Code-Switching Synthesis ↗YuFei Shi, Qian Chen, Wen Wang et al. · Long Papers

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