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ACL 2026: all accepted papers

2,650 papers · page 21 of 27 · the most cited first · ← ACL 2026

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  1. ReTraceQA: Evaluating Reasoning Traces of Small Language Models in Commonsense Question Answering ↗Francesco Maria Molfese, Luca Moroni, Ciro Porcaro et al. · Long Papers
  2. Read As Human: Compressing Context via Parallelizable Close Reading and Skimming ↗Jiwei Tang, Shilei Liu, Zhicheng Zhang et al. · Long Papers
  3. Ready Jurist One: Benchmarking Language Agents for Legal Intelligence in Dynamic Environments ↗Zheng Jia, Shengbin Yue, Wei Chen et al. · Long Papers
  4. RealChart2Code: Bridging the Gap in Real-World Chart-to-Code Generation via Multi-Task Evaluation ↗Jiajun Zhang, Yuying Li, Zhixun Li et al. · Long Papers
  5. RealTalk-CN: A Realistic Chinese Speech Task-Oriented Dialogue Benchmark with Cross-Modal Analysis ↗Enzhi Wang, Jiaming Zhou, Yuhang Jia et al. · Long Papers
  6. ReasMark: A Robust Watermark for Attributing LLM Reasoning Under Knowledge Distillation Attacks ↗Peizhuo Lv, Ruihua Zhou, Yunpeng Li et al. · Long Papers
  7. Reason-Code: Reliable Code Generation via Test-Driven Monte Carlo Tree Search ↗Zixu Li, Zhiqi Peng · Industry Track
  8. ReasonAny: Incorporating Reasoning Capability to Any Model via Simple and Effective Model Merging ↗Junyao Yang, Chen Qian, Wen Shen et al. · Long Papers
  9. Reasoning Gets Harder for LLMs Inside A Dialogue ↗Ivan Kartáč, Mateusz Lango, Ondrej Dusek · Long Papers
  10. Reasoning Hijacking: The Fragility of Reasoning Alignment in Large Language Models ↗Yuansen Liu, Yixuan Tang, Anthony Kum Hoe Tung · Long Papers
  11. Reasoning Is Not All You Need: Examining LLMs for Multi-Turn Mental Health Conversations ↗Mohit Chandra, Siddharth Sriraman, Harneet Singh Khanuja et al. · Long Papers
  12. Reasoning Over Space: Enabling Geographic Reasoning for LLM-Based Generative Next POI Recommendation ↗Dongyi Lv, Qiuyu Ding, Heng-Da Xu et al. · Long Papers
  13. Reasoning Structure Matters for Safety Alignment of Reasoning Models ↗Yeonjun In, Wonjoong Kim, Sangwu Park et al. · Long Papers
  14. Reasoning While Asking: Transforming Reasoning Large Language Models from Passive Solvers to Proactive Inquirers ↗Xin Chen, Feng Jiang, Yiqian Zhang et al. · Long Papers
  15. Reasoning over Precedents Alongside Statutes: Case-Augmented Deliberative Alignment for LLM Safety ↗Can Jin, Rui Wu, Tong Che et al. · Long Papers
  16. Reasoning with Ontology Graph: Toward Type-Constrained Knowledge Graph Question Answering ↗Yongxue Shan, Jie Peng, Zixuan Dong et al. · Long Papers
  17. ReasoningGuard: Safeguarding Large Reasoning Models with Inference-time Safety Aha Moments ↗Yuquan Wang, Mi Zhang, Yining Wang et al. · Long Papers
  18. Rectifying the Emotional Flow: Aligning Priors and Dynamic Guidance for High-Arousal Text-to-Speech ↗Fangming Feng, Dongjie Fu, Zequn Xie et al. · Long Papers
  19. Red Teaming Large Reasoning Models ↗Jiawei Chen, Yang Yang, Chao Yu et al. · Long Papers
  20. RedCoder: Automated Multi-Turn Red Teaming for Code LLMs ↗Wenjie Jacky Mo, Qin Liu, Xiaofei Wen et al. · Long Papers
  21. RedOne 2.0: Rethinking Domain-specific LLM Post-Training in Social Networking Services ↗Fei zhao, Chonggang Lu, Haofu Qian et al. · Industry Track
  22. Reducing Token Redundancy in LVLMs: A Systematic Review of Token Pruning Methods ↗Hanzhang Yuan, Mengxuan Hu, Wenhao Zhang et al. · Long Papers
  23. Reference Attack: A New Cross-Modal Jailbreaking Attack against Multimodal Large Language Models ↗Yulong Wang, Yifei Fu, Jiayi Gao · Long Papers
  24. Reference-Free Schema Generation for Literature Review Tables via Multi-Faceted Rewards ↗Sinjoy Saha, Suman Saha, Mahfuza Farooque et al. · Student Research Workshop
  25. Refining and Reusing Annotation Guidelines for LLM Annotation ↗Kon Woo Kim, Jin-Dong Kim, Akiko Aizawa · Long Papers
  26. ReflectRM: Boosting Generative Reward Models via Self-Reflection within a Unified Judgment Framework ↗Kai Qin, Liangxin Liu, Yu Liang et al. · Long Papers
  27. Reflection in the Dark: Exposing and Escaping the Black Box in Reflective Prompt Optimization ↗Shiyan Liu, Qifeng Xia, Qiyun Xia et al. · Student Research Workshop
  28. Reframing Responsibility: Framing-Aware Event Causality Identification ↗Jin Zhao, Jiayi Yao, Xinrui Hu et al. · Long Papers
  29. RegTrack: A Fine-Grained Benchmark for Multi-Class Legal Change Detection ↗Joe Yu, Kevin Chenhao Li, Julian Ostarek · Student Research Workshop
  30. Region-Grounded Report Generation for 3D Medical Imaging: A Fine-Grained Dataset and Graph-Enhanced Framework ↗Cong Huy Nguyen, Son Dinh Nguyen, Guanlin Li et al. · Long Papers
  31. Reinforced Efficient Reasoning via Semantically Diverse Exploration ↗Ziqi Zhao, Zhaochun Ren, Jiahong Zou et al. · Long Papers
  32. Reinforced Informativeness Optimization for Long-Form Retrieval-Augmented Generation ↗Yuhao Wang, Ruiyang Ren, Yucheng Wang et al. · Long Papers
  33. Reinforcement Learning for Diffusion LLMs via Energy-Based Gibbs Alignment ↗Yijia Fan, Jing Yang, Mingyu Liu et al. · Long Papers
  34. Reinforcement Learning–Guided Adaptive Tuning for Out-of-Distribution Harmful Text Detection ↗Mengyu Xiang, Tinghao Chen, Boxu Han et al. · Long Papers
  35. Reinforcing Agentic Search Via Reward Density Optimization ↗Kun Luo, Hongjin Qian, Zheng Liu et al. · Long Papers
  36. Reliable Evaluation Protocol for Low-Precision Retrieval ↗Kisu Yang, Yoonna Jang, Hwanseok Jang et al. · Short Papers
  37. Reliable Use of Lemmas via Eligibility Reasoning and Section-Aware Reinforcement Learning ↗Zhikun Xu, Xiaodong Yu, Ben Zhou et al. · Short Papers
  38. Render-of-Thought: Rendering Textual Chain-of-Thought as Images for Visual Latent Reasoning ↗Yifan Wang, Shiyu Li, Peiming Li et al. · Long Papers
  39. Rendering Data Unlearnable by Exploiting LLM Alignment Mechanisms ↗Ruihan Zhang, Jun Sun · Long Papers
  40. Repeated Sequences Reveal Gaps between Large Language Models and Natural Language ↗Kumiko Tanaka-Ishii · Long Papers
  41. Representation Interventions Enable Lifelong Knowledge Memory Control in LLMs ↗Xuyuan Liu, Shengyu Chen, Xinshuai Dong et al. · Long Papers
  42. Representing Lean Proofs as Trajectories in Latent Space ↗Elisaveta Samoylov, Soroush Vosoughi · Student Research Workshop
  43. ResoDiff-44k: High-Fidelity Cross-Lingual Speech and Singing Synthesis via Discrete Diffusion ↗Gyanendra Das, Sai Satyam Jena · Industry Track
  44. Resolving the Security-Auditability Dilemma with Auditable Latent Chain-of-Thought Alignment ↗Guan Wang, Biyu Zhou, Xuehai Tang et al. · Long Papers
  45. Resonating with RoPE: Spectral Quantization for High-Fidelity Key Cache Compression ↗Xuefei Wang, Haoyu Tang, Tianyuan Liang et al. · Long Papers
  46. RespiraMFM: A Multimodal Foundation Model with Contrastive Audio-Language Alignment for Respiratory Disease Identification ↗Shakhrul Iman Siam, Tiantian Feng, Jiankun Zhang et al. · Long Papers
  47. Response-G1: Explicit Scene Graph Modeling for Proactive Streaming Video Understanding ↗Ke Ma, Jiaqi Tang, Bin Guo et al. · Long Papers
  48. Responsible Evaluation of AI for Mental Health ↗Hiba Arnaout, Anmol Goel, H. Andrew Schwartz et al. · Long Papers
  49. Rethinking Composed Image Retrieval Evaluation: A Fine-Grained Benchmark from Image Editing ↗Tingyu Song, Yanzhao Zhang, Mingxin Li et al. · Long Papers
  50. Rethinking Data Mixing from the Perspective of Large Language Models ↗Yuanjian Xu, Tianze Sun, Changwei Xu et al. · Short Papers
  51. Rethinking Depression Prediction from a Fine-Grained Subscore Modeling Perspective via Multi-Task Learning ↗Zhenguang Wang, Bo Li, Wenhui Tan et al. · Long Papers
  52. Rethinking Entropy Interventions in RLVR: An Entropy Change Perspective ↗Zhezheng Hao, Hong Wang, Haoyang Liu et al. · Long Papers · 🏆 Outstanding Paper
  53. Rethinking Evaluation for LLM Hallucination Detection: A Desiderata, A New RAG-based Benchmark, New Insights ↗Wenbo Chen, Veena Padmanabhan, Tootiya Giyahchi et al. · Long Papers
  54. Rethinking Expert Trajectory Utilization in LLM Post-training for Mathematical Reasoning ↗Bowen Ding, Yuhan Chen, Jiayang Lyu et al. · Long Papers
  55. Rethinking Meeting Effectiveness: A Benchmark and Framework for Temporal Fine-grained Automatic Meeting Effectiveness Evaluation ↗Yihang Li, Chenhui Chu · Long Papers
  56. Rethinking Reasoning-Intensive Retrieval: Evaluating and Advancing Retrievers in Agentic Search Systems ↗Yilun Zhao, Jinbiao Wei, Tingyu Song et al. · Long Papers
  57. Rethinking Sample Polarity in Reinforcement Learning with Verifiable Rewards ↗Xinyu Tang, Yuliang Zhan, Zhixun Li et al. · Long Papers
  58. Rethinking Table Pruning in TableQA: From Sequential Revisions to Gold Trajectory-Supervised Parallel Search ↗Yu Guo, Shenghao Ye, Shuangwu Chen et al. · Long Papers
  59. Rethinking the Idiomaticity Decomposability Hypothesis: Evidence from Distributional LearningMaggie Mi, Golzar Atefi, Atsuki Yamaguchi et al. · Long Papersour summary
  60. Rethinking the Role of Entropy in Optimizing Tool-Use Behaviors for Large Language Model Agents ↗Zeping Li, Hongru Wang, Yiwen Zhao et al. · Long Papers
  61. Retrieval Heads are Dynamic ↗Yuping Lin, Zitao Li, Yue Xing et al. · Long Papers
  62. Retrieval as Generation: A Unified Framework with Self-Triggered Information Planning ↗Bo Li, Mingda Wang, Gexiang Fang et al. · Long Papers
  63. Retrieval-Augmented Defense: Adaptive and Controllable Jailbreak Prevention for Large Language Models ↗Guangyu Yang, Jinghong Chen, Jingbiao Mei et al. · Long Papers
  64. Reusable Experiences: Latent Routing and Modular Composition in LLMs ↗Shuai Ling, Lizi Liao, Dongmei Jiang et al. · Long Papers
  65. Revealing the Seen, Imagining the Beyond: A Survey of Image-Grounded Chain-of-Thought Reasoning in Multimodal LLMs ↗Qihua Dong, Yitian Zhang, Huimin Zeng et al. · Long Papers
  66. Revisit What You See: Revealing Visual Semantics in Vision Tokens to Guide LVLM Decoding ↗Beomsik Cho, Jaehyung Kim · Long Papers
  67. Revisiting Evaluation of Question Answering Systems in Low-Resource Indic Languages: Bridging Human and Metric Alignment ↗Anuj Kumar, Satyadev Ahlawat, Yamuna Prasad et al. · Short Papers
  68. Revisiting Metric Reliability for Fine-grained Evaluation of Machine Translation and Summarization in Indian LanguagesAmir Hossein Yari, Kalmit Kulkarni, Ahmad Raza Khan et al. · Long Papersour summary
  69. Revisiting Model Interpolation for Efficient Reasoning ↗Taiqiang Wu, Runming Yang, Tao Liu et al. · Long Papers
  70. Revisiting Non-Verbatim Memorization in Large Language Models: The Role of Entity Surface Forms ↗Yuto Nishida, Naoki Shikoda, Yosuke Kishinami et al. · Long Papers
  71. Revisiting a Pain in the Neck: A Semantic Reasoning Benchmark for Language Models ↗Yang Liu, Hongming Li, Melissa Xiaohui Qin et al. · Long Papers
  72. Revisiting the Reliability of Language Models in Instruction-Following ↗Jianshuo Dong, Yutong Zhang, Liu Yan et al. · Long Papers
  73. Revitalizing Black-Box Interpretability: Actionable Interpretability for LLMs via Proxy Models ↗Junhao Liu, Haonan Yu, Zhenyu Yan et al. · Long Papers
  74. Reviving Iterative Refinement in Diffusion-based NER with an Initializer-Restorer Approach ↗Long Hai Trieu, Phí Minh Hieu, Makoto Miwa · Short Papers
  75. Reward Alignment Optimization: A Direct Point-wise Alignment Approach ↗Zelin Li, Jia Leng, Dawei Song et al. · Long Papers
  76. Reward Modeling for Scientific Writing Evaluation ↗Furkan Şahinuç, Subhabrata Dutta, Iryna Gurevych · Long Papers
  77. Rhetorical Questions in LLM Representations: A Linear Probing StudyLouie Hong Yao, Vishesh Anand, Yuan Zhuang et al. · Long Papersour summary
  78. Right at My Level: A Unified Multilingual Framework for Proficiency-Aware Text Simplification ↗Jinhong Jeong, Junghun Park, Youngjae Yu · Long Papers
  79. RiskLab: A Controlled Toolkit for Probing Emergent Risks in LLM-Based Multi-Agent Systems ↗Yu Jiang, Wenjie Wang, Yue Huang et al. · System Demonstrations
  80. River-LLM: Large Language Model Seamless Exit Based on KV Share ↗Yingtao Shen, An Zou · Long Papers
  81. RoBSA: RoPE-based Blockwise Sparse Multi-head Latent Attention ↗Xinyu Shi, Kairong Luo, Zhen Zheng et al. · Long Papers
  82. Robertha: Eigenspectrum Regularized Attention for Robust Natural Language Understanding ↗Andreia Podasca, Anup Das · Long Papers
  83. RoboFailRing: Retrieval-Augmented and Language Grounding Failure Detection for VLM-enabled Robotic Manipulation ↗Chenduo Ying, Linkang Du, Yuanchao Shu et al. · Long Papers
  84. Robust Explanations for User Trust in Enterprise NLP Systems ↗Guilin Zhang, Kai Zhao, Jeffrey Friedman et al. · Industry Track
  85. Robust Membership Inference for Large Language Models under Adversarial Generative Corruption ↗Yuanhong Huang, Huili Wang, Xueying Bai et al. · Long Papers
  86. Robust Tool Use via Fission-GRPO: Learning to Recover from Execution Errors ↗Zhiwei Zhang, Fei Zhao, Rui Wang et al. · Long Papers
  87. Rose-SQL: Role-State Evolution Guided Structured Reasoning for Multi-Turn Text-to-SQL ↗Le Zhou, Feng Yao, Fengcai Qiao et al. · Long Papers
  88. Route to Rome Attack: Directing LLM Routers to Expensive Models via Adversarial Suffix Optimization ↗Haochun Tang, Yuliang Yan, Jiahua Lu et al. · Long Papers
  89. RouteLMT: Learned Sample Routing for Hybrid LLM Translation Deployment ↗Yingfeng Luo, Hongyu Liu, DingYang Lin et al. · Industry Track
  90. RouteMoA: Dynamic Routing without Pre-Inference Boosts Efficient Mixture-of-Agents ↗Jize Wang, Han Wu, Zhiyuan You et al. · Long Papers
  91. Routing with Generated Data: Annotation-Free LLM Skill Estimation and Expert Selection ↗Tianyi Niu, Justin Chen, Genta Indra Winata et al. · Long Papers
  92. RubricBench: Aligning Model-Generated Rubrics with Human Standards ↗Junyi Zhou, Qiyuan Zhang, Yufei Wang et al. · Long Papers
  93. RubricHub: A Comprehensive and Highly Discriminative Rubric Dataset via Automated Coarse-to-Fine Generation ↗Sunzhu Li, Jiale Zhao, Huimin Ren et al. · Long Papers
  94. Ryze: Evidence-Enriched Data Synthesis from Biomedical Papers ↗Yeqi Huang, Yue Chen, Yanwei Ye et al. · System Demonstrations
  95. S2O: Early Stopping for Sparse Attention via Online Permutation ↗Yu Zhang, Songwei Liu, Chenqian Yan et al. · Long Papers
  96. S2S-Arena: Evaluating Paralinguistic Instruction Following in Speech-to-Speech Models ↗Feng Jiang, Zhiyu Lin, Yiyang Liu et al. · Long Papers
  97. SAC: Neural Speech Codec with Semantic-Acoustic Dual-Stream Quantization ↗Wenxi Chen, Ruiqi Yan, Yushen Chen et al. · Long Papers
  98. SAD: A Large-Scale Strategic Argumentative Dialogue Dataset ↗YongKang Liu, Jiayang Yu, Mingyang Wang et al. · Long Papers
  99. SADA: Bridging In-Context Learning and Fine-Tuning via State-Aligned Distillation Adapters ↗Wenhao Gao, Tianlong Wang, Wei Jia et al. · Long Papers
  100. SAFO: Stable Adaptive Fairness Optimization for LLM-Based Social Survey Simulation ↗Chenxi Lin, Zhuoren Jiang, Kaisong Song et al. · Long Papers

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