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ACL 2026: all accepted papers

2,650 papers · page 20 of 27 · the most cited first · ← ACL 2026

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  1. Prefix Parsing is Just Parsing ↗Clemente Pasti, Andreas Opedal, Timothy J. O'Donnell et al. · Short Papers
  2. PrefixNLI: Detecting Factual Inconsistencies as Soon as They Arise ↗Sapir Harary, Eran Hirsch, Aviv Slobodkin et al. · Long Papers
  3. Presentation Slide Translation and Layout Error Correction by LLMs ↗Futo Kajita, Nobuyori Nishimura, Takehito Utsuro et al. · Student Research Workshop
  4. Privacy Collapse: Benign Fine-Tuning Can Break Contextual Privacy in Language Models ↗Anmol Goel, Cornelius Emde, Seong Joon Oh et al. · Long Papers
  5. Privacy-preserving Prosody Representation Learning ↗Kevin Everson, Mari Ostendorf · Short Papers
  6. ProActor: Timing-Aware Reinforcement Learning for Proactive Task Scheduling Agents ↗Lei Ding, Bin He, Chenguang Wang et al. · Long Papers
  7. ProMed: Shapley Information Gain Guided Reinforcement Learning for Proactive Medical LLMs ↗Hongxin Ding, Baixiang Huang, Yue Fang et al. · Long Papers
  8. ProactiveEval: A Unified Evaluation Framework for Proactive Dialogue Agents ↗Tianjian Liu, Fanqi Wan, Jiajian Guo et al. · Long Papers
  9. Probing Audio-Visual Reasoning in Multimodal Language Models through the Lens of Audio ↗Kaixiong Gong, Kaituo Feng, Bohao Li et al. · Long Papers
  10. Probing Bias Formation in Medical LLMs through Activation Steering ↗Bayram Ayadi, Annette Hautli-Janisz · Student Research Workshop
  11. Probing Functional Correctness in Diffusion Language Models ↗Guan-Ming Chiu, Jeng-Yue Liu · Student Research Workshop
  12. Probing Semantic Alignment, Lexical Invariance, and Syntactic Influence in LLM Metaphor Processing ↗Fengying Ye, Shanshan Wang, Lidia S. Chao et al. · Long Papers
  13. Probing for Reading TimesEleftheria Tsipidi, Samuel Kiegeland, Francesco Ignazio Re et al. · Long Papersour summary
  14. Probing the Safety Robustness of LLMs in Latent Space ↗Tianle Gu, Kexin Huang, Zongqi Wang et al. · Long Papers
  15. Process Reward Models Meet Planning: Generating Precise and Scalable Datasets for Step-Level Rewards ↗Raffaele Pisano, Roberto Navigli · Long Papers
  16. Processing Inconsistency Predicts Language Competence: LLM Evaluation Without Answer Labels on Turkic Languages ↗Ilya Galyukshev, Ilseyar Alimova · Student Research Workshop
  17. ProductResearch: Training E-Commerce Deep Research Agents via Multi-Agent Synthetic Trajectory Distillation ↗Jiangyuan Wang, Kejun Xiao, Huaipeng Zhao et al. · Industry Track
  18. Profiling-Free Mixed-Precision Quantization for MoE LLMs via Fuzzy Rule Interpolation ↗Huachen Qi, Ruiyu Zhuo, Bowen Shi et al. · Long Papers
  19. Programming over Thinking: Efficient and Robust Multi-Constraint Planning ↗Derrick Goh Xin Deik, Quanyu Long, Zhengyuan Liu et al. · Long Papers
  20. Progressive Fine-Tuning for Cost-Effective Structured Attribute Generation in E-commerce ↗Lakshman Kolasani, Fatemeh Taheri Dezaki · Industry Track
  21. Progressive Multimodal Search and Reasoning for Knowledge-Intensive Visual Question Answering ↗Changin Choi, Wonseok Lee, Jungmin Ko et al. · Long Papers
  22. Projecting Out the Malice: A Global Subspace Approach to LLM Detoxification ↗Zenghao Duan, Zhiyi Yin, Zhichao Shi et al. · Long Papers
  23. Prompt-Level Distillation: A Non-Parametric Alternative to Model Fine-Tuning for Efficient Reasoning ↗Sanket Badhe, Deep Shah · Industry Track
  24. Prosody as Supervision: Bridging the Non-Verbal–Verbal for Multilingual Speech Emotion Recognition ↗Girish, Mohd Mujtaba Akhtar, Muskaan Singh · Long Papers
  25. Protecting Bystander Privacy via Selective Hearing in Audio LLMs ↗Xiao Zhan, Guangzhi Sun, Jose Such et al. · Long Papers
  26. Protecting Language Models Against Unauthorized Distillation through Trace Rewriting ↗Xinhang Ma, William Yeoh, Ning Zhang et al. · Long Papers
  27. Protecting multimodal large language models against misleading visualizations ↗Jonathan Tonglet, Tinne Tuytelaars, Marie-Francine Moens et al. · Long Papers
  28. Protein-STORY: Semantic Text-Oriented Representation Yields biologically meaningful Protein embeddings ↗Nabil Ibtehaz, Daisuke Kihara · Short Papers
  29. Provably Safe Offline-to-Online RL: Decoupling Learning from Data-Driven Safety Enforcement ↗Kaitong Cai, Jusheng Zhang, Keze Wang · Long Papers
  30. Proximity-Based Multi-Turn Optimization: Practical Credit Assignment for LLM Agent Training ↗Yangyi Fang, Jiaye Lin, Xiaoliang Fu et al. · Industry Track
  31. Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR ↗Haobo Xu, Sirui Chen, Ruizhong Qiu et al. · Long Papers
  32. Pruning Unsafe Tickets: A Resource-Efficient Framework for Safer and More Robust LLMs ↗Wai Man Si, Mingjie Li, Michael Backes et al. · Long Papers
  33. Psyche-R1: Towards Reliable Psychological LLMs through Unified Empathy, Expertise, and Reasoning ↗Chongyuan Dai, Jinpeng Hu, Hongchang Shi et al. · Long Papers
  34. Pub-LawBench: Public-Oriented Benchmarking for LegalAI ↗Qiaoyu Zheng, Zehan Ma, Yijing Zhang et al. · Long Papers
  35. PubMed Reasoner: Dynamic Reasoning-based Retrieval for Evidence-Grounded Biomedical Question Answering ↗Yiqing Zhang, Xiaozhong Liu, Fabricio Murai · Long Papers
  36. Punctuation-Steered Representation Fine-Tuning ↗Zheng Gong, Ying Sun, Ping Li et al. · Short Papers
  37. Putting Captions to the Test: Evaluating Video Caption Quality through Multiple-Choice Question Answering ↗Zizhen Wang, Bo Feng, Zhengfeng Lai et al. · Long Papers
  38. Putting HUMANS first: Efficient LAM Evaluation with Human Preference Alignment ↗Woody Haosheng Gan, William Barr Held, Diyi Yang · Long Papers
  39. QA-MoE: Towards a Continuous Reliability Spectrum with Quality-Aware Mixture of Experts for Robust Multimodal Sentiment Analysis ↗Yitong Zhu, Yuxuan Jiang, Guanxuan Jiang et al. · Long Papers
  40. QBridge: Bridging Natural Language and SQL via Gold Query Rewriting with Agentic Refinement ↗Zhensheng Luo, Sai Wu, Yuan Qiu et al. · Long Papers
  41. QFinZero: A Unified Financial Toolchain for LLM-Based Trading Agents ↗Haochen Luo, Yifan LI, Ho Tin Ko et al. · System Demonstrations
  42. Qayyem: A Real-time Platform for Scoring Proficiency of Arabic Essays ↗Hoor Tamer Elbahnasawi, Marwan Sayed, Sohaila Eltanbouly et al. · System Demonstrations
  43. QiMeng-PRepair: Precise Code Repair via Edit-Aware Reward Optimization ↗Changxin Ke, Rui Zhang, Jiaming Guo et al. · Long Papers
  44. QuDAR: Query-Wise Dual-Perspective Adaptive Retrieval ↗Joeun Kim, Seunghyouk Yoon, Xuan-Bach Le et al. · Long Papers
  45. Quantifying Aleatoric Uncertainty of In-Context Learning for Robust Measure of LLM Prediction Confidence ↗Jinseok Chung, Minkyoung Song, Hyunji Jung et al. · Long Papers
  46. Quantifying Metric and Model Agreement in Bias Evaluation of Large Language ModelsArash Asgari, Huan Wu, Amirreza Naziri et al. · Long Papersour summary
  47. Quantifying and Improving the Robustness of Retrieval-Augmented Language Models Against Spurious Features in Grounding Data ↗Shiping Yang, Jie Wu, Wenbiao Ding et al. · Long Papers
  48. Quantifying and Mitigating Socially Desirable Responding in LLMs: A Desirability-Matched Graded Forced-Choice Psychometric Study ↗Kensuke Okada, Yui Furukawa, Kyosuke Bunji · Long Papers
  49. Quantifying and Understanding Uncertainty in Large Reasoning Models ↗Yangyi Li, Chenxu Zhao, Mengdi Huai · Long Papers
  50. Quantifying the Impact of Translation Errors on Multilingual LLM EvaluationKlaudia Thellmann, Bernhard Stadler, Michael Färber et al. · Long Papersour summary
  51. QuantileMark: A Message-Symmetric Multi-bit Watermark for LLMs ↗Junlin Zhu, Baizhou Huang, Xiaojun Wan · Long Papers
  52. QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning ↗Songxin Qu, Tai-Ping Sun, Yun-Jie Wang et al. · Long Papers
  53. Query-Aware Knowledge Retrieval via Hyperbolic Structuring ↗Chuang Zhou, Junnan Dong, Yilin Xiao et al. · Long Papers
  54. Question Difficulty Estimation for Large Language Models via Answer Plausibility Scoring ↗Jamshid Mozafari, Bhawna Piryani, Adam Jatowt · Long Papers
  55. Question Tells You Where the Answer Is: Intention-aware Long-Context KV Cache Compression ↗Liang Zhao, Xiaocheng Feng, Weihong Zhong et al. · Long Papers
  56. R1-RE: Cross-Domain Relation Extraction with RLVR ↗Runpeng Dai, Tong Zheng, Run Yang et al. · Long Papers
  57. R2IF: Aligning Reasoning with Decisions via Composite Rewards for Interpretable LLM Function Calling ↗Aijia Cheng, Kailong Wang, Ling Shi et al. · Long Papers
  58. RADAR: Risk-Aware Distilled Adaptive Routing for Efficient Short-Form Video Platform Ecosystem Governance ↗Baoyu Jing, Zixuan Wang, Junwen Chen et al. · Industry Track
  59. RADO: Reasoning Audit-Driven Optimization for Rigorous Reasoning in High-Stakes Domains ↗Zhijie Tan, Xu Chu, Guanyu Wang et al. · Long Papers
  60. RAG-on-a-Diet: A Reinforcement Learning-Based Dynamic Resource Optimization Framework for RAG ↗Hongwen Ding, Yizheng Zhao · Long Papers
  61. RAM-SD: Retrieval-Augmented Multi-agent framework for Sarcasm Detection ↗Ziyang Zhou, Ziqi Liu, Yan Wang et al. · Long Papers
  62. RARE: Redundancy-Aware Retrieval Evaluation Framework for High-Similarity Corpora ↗Hanjun Cho, Jay-Yoon Lee · Long Papers
  63. RATE: Reviewer Profiling and Annotation-free Training for Expertise Ranking in Peer Review Systems ↗Weicong Liu, Zixuan Yang, Yibo Zhao et al. · Long Papers
  64. REAL: REtrieval-reAsoning and Logic-constructed Attention Behaviors for Long-Context KV Cache Compression ↗Mengjie Li, Yuan Feng, Xike Xie et al. · Long Papers
  65. RECAP: An End-to-End Platform for Capturing, Replaying, and Analyzing AI-Assisted Programming Interactions ↗Keyu He, Qianou Ma, Valerie Chen et al. · System Demonstrations
  66. REFLEX: Self-Refining Explainable Fact-Checking via Verdict-Anchored Style Control ↗Chuyi Kong, Wei Gao, Jing Ma et al. · Long Papers
  67. REG: Retrieval via Emotion Similarity for Guiding Empathetic Dialogue Generation ↗Xu Wang, Bo Wang, Yang Xiang et al. · Long Papers
  68. REMIND: Memorization and Unlearning in LLMs Through the Lens of Input Loss Landscapes ↗Liran Cohen, Yaniv Nemcovsky, Avi Mendelson · Long Papers
  69. REST: Stress Testing Large Reasoning Models by Asking Multiple Problems at Once ↗Zhuoshi Pan, Qizhi Pei, Yu Li et al. · Long Papers
  70. REVEALER: Reinforcement-Guided Visual Reasoning for Element-Level Text-Image Alignment Evaluation ↗FuLin Shi, Wenyi Xiao, Leilei Gan et al. · Long Papers
  71. REZE: Representation Regularization for Domain-adaptive Text Embedding Pre-finetuning ↗Seungmin Lee, Jeonghwan Lee, Hyunkuk Lim et al. · Long Papers
  72. RFS-Guard: Detecting Reasoning Hallucinations via Cross-Phase Routing Focus in Large Reasoning Models ↗Zihang Liu, Fang Zhouhua, Hui Liu et al. · Long Papers
  73. RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning ↗Xiang Gao, Yuguang Yao, Qi Zhang et al. · Long Papers
  74. RISK: A Framework for GUI Agents in E-commerce Risk Management ↗Renqi Chen, Zeyin Tao, Jianming Guo et al. · Long Papers
  75. RL-PLUS: Countering Capability Boundary Collapse of LLMs in Reinforcement Learning with Hybrid-policy Optimization ↗Yihong Dong, Xue Jiang, Yongding Tao et al. · Long Papers
  76. RLSeek: Evidence-Grounded Reasoning for RAG Hallucination Detection ↗Zhaoheng Huang, Dacheng Wen, Yutao Zhu et al. · Long Papers
  77. ROSE: An Intent-Centered Evaluation Metric for NL2SQL ↗Wenqi Pei, Shizheng Hou, Boyan Li et al. · Long Papers
  78. RPC-Bench: A Fine-grained Benchmark for Research Paper Comprehension ↗Yelin Chen, Fanjin Zhang, Suping Sun et al. · Long Papers
  79. RRAtention: Dynamic Block Sparse Attention via Per-Head Round-Robin Shifts for Long-Context Inference ↗Siran Liu, Guoxia Wang, Sa Wang et al. · Long Papers
  80. RSDA: Restoring Stale Data Affinity via Dynamic Renovation Strategy for Mitigating Data Scarcity ↗Yidan Liang, Jia Zhu, Weijie Shi et al. · Long Papers
  81. RSMeM: Knowledge-Enhanced Memory Evolution for Remote Sensing Agents with Systematic Evaluation ↗Bingxian Wu, Yu Zhang, Zonghao Guo et al. · Long Papers
  82. RST-Guarder: Enhancing Long-Context Robustness for Safeguards via RST Parsing and Probabilistic Inference ↗Xu Zhang, Xiaojun Wan · Long Papers
  83. RV-HATE: Reinforced Multi-Module Voting for Implicit Hate Speech Detection ↗Yejin Lee, Hyeseon An, Yo-Sub Han · Long Papers
  84. R\textasciicircum3AG: Retriever Routing for Retrieval-Augmented Generation ↗Tong Zhao, Yutao Zhu, Yucheng Tian et al. · Long Papers
  85. R\textthreesuperiorA: Reinforced Reasoning for Relevance Assessment for RAG in User-Generated Content Platforms ↗Xiaowei Yuan, Lei Jin, Haoxin Zhang et al. · Industry Track
  86. Ranking Reasoning LLMs under Test-Time Scaling ↗Mohsen Hariri, Michael Hinczewski, Jing Ma et al. · Long Papers
  87. Re$^3$: Relevance & Recency Retrieval for Mitigating Temporal Hallucination ↗Jiawei Cao, Jie Ouyang, Mingyue Cheng et al. · Long Papers
  88. ReActR: Reasoning through Error-Activated Reflection for LLM Post-Training ↗Lina Sun · Long Papers
  89. ReCoQA: A Benchmark for Tool-Augmented and Multi-Step Reasoning in Real Estate Question and Answering ↗Yindong Zhang, Wenmian Yang, Yiquan Zhang et al. · Long Papers
  90. ReCode: Reinforcing Code Generation with Reasoning-Process Rewards ↗Lishui Fan, Yu Zhang, Mouxiang Chen et al. · Long Papers
  91. ReCreate: Reasoning and Creating Domain Agents Driven by Experience ↗Zhezheng Hao, Hong Wang, Jian Luo et al. · Long Papers
  92. ReEfBench: Quantifying the Reasoning Efficiency of LLMs ↗Zhizhang Fu, Yuancheng Gu, Chenkai Hu et al. · Long Papers
  93. ReFEree: Reference-Free and Fine-Grained Method for Evaluating Factual Consistency in Real-World Code Summarization ↗Suyoung Bae, CheolWon Na, Jaehoon Lee et al. · Long Papers
  94. ReFL: Reflective Feedback Learning for Hallucination Detection of Large Language Models ↗Cunhang Fan, Jun Zhang, Xue Zhang et al. · Long Papers
  95. ReGATE: Learning Faster and Better with Fewer Tokens in MLLMs ↗Chaoyu Li, Yogesh Kulkarni, Pooyan Fazli · Long Papers
  96. ReList: A Multi-objective Reasoning Framework for Diversified Listwise Query Recommendation ↗Shuxian Bi, Chenxu Wang, Wenjie Wang et al. · Industry Track
  97. ReLook: Vision-Grounded RL with a Multimodal LLM Critic for Agentic Web Coding ↗Yuhang Li, Chenchen Zhang, Ruilin Lv et al. · Long Papers
  98. ReProbe: Efficient Test-Time Scaling of Multi-Step Reasoning by Probing Internal States of Large Language Models ↗Jingwei Ni, Ekaterina Fadeeva, Tianyi Wu et al. · Long Papers
  99. ReRec: Reasoning-Augmented LLM-based Recommendation Assistant via Reinforcement Fine-tuning ↗Jiani Huang, Shijie Wang, Liang-Bo Ning et al. · Long Papers
  100. ReTRE: Benchmarking LLM Transfer Robustness with Structure-Preserving Variants ↗ZhongDong Li, Weijie Shi, Yue Cui et al. · Long Papers

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