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ACL 2026: all accepted papers

2,650 papers · page 6 of 27 · the most cited first · ← ACL 2026

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  1. AraVQA: Building a New Arabic Factoid Visual Question Answering Dataset from Wikipedia ↗Sultan Alrowili, Younes Samih, Abed Alhakim Freihat et al. · Long Papers
  2. ArcLight: A Lightweight LLM Inference Architecture for Many-Core CPUs ↗Yuzhuang Xu, Xu Han, Yuxuan Li et al. · System Demonstrations
  3. Are Emotion and Rhetoric Neurons in LLM? Neuron Recognition and Adaptive Masking for Emotion-Rhetoric Prediction Steering ↗Li Zheng, Xin Zhang, Shuyi He et al. · Long Papers
  4. Are LLMs Reliable Rankers? Rank Manipulation via Two-Stage Token Optimization ↗Tiancheng Xing, Jerry Li, Yixuan Du et al. · Long Papers
  5. Are Large Language Models Economically Viable for Industry Deployment? ↗Abdullah Mohammad, Sushant Kumar Ray, Pushkar Arora et al. · Industry Track
  6. Are they lovers or friends? Evaluating LLMs' Social Reasoning in English and Korean Dialogues ↗Eunsu Kim, Junyeong Park, Juhyun Oh et al. · Long Papers
  7. ArgGenBench: Benchmarking the Complex Controlled Argument Generation Capability of Large Language Models ↗Bojun Jin, Jianzhu Bao, Yang Sun et al. · Long Papers
  8. Arguments that Alter Minds: LLM Rationales Sway Human (and LLM) Notions of Plausibility ↗Shramay Palta, Peter A. Rankel, Sarah Wiegreffe et al. · Long Papers
  9. Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language Models ↗Jiahuan Zhang, Shunwen Bai, Tianheng Wang et al. · Long Papers
  10. Assessing the Belief Consistency of Large Language Models on the Logical Conversation Process ↗Tomoki Tsujimura, Matīss Rikters, Masaki Asada et al. · Long Papers
  11. Attention Basin: Why Contextual Position Matters in Large Language Models ↗Zihao Yi, Zhenqing Ling, Delong Zeng et al. · Long Papers
  12. Attention Sinks Are Provably Necessary in Softmax Transformers: Evidence from Trigger-Conditional Tasks ↗Yuval Ran-Milo · Short Papers
  13. Attention Under Attack: Analog Noise Effects and Mechanistic Vulnerabilities in Transformer Models ↗Mafizur Rahman, Lijun Qian · Short Papers
  14. Attention Weights as an Indicator: Analyzing and Improving Document Utilization in Retrieval-Augmented Generation ↗Jing Jin, Yuhan Song, Wen Luo et al. · Long Papers
  15. Attention as Selector: Unlocking VLM Attention for Long Document Page Retrieval ↗Minfeng Zhu, Linxin Bao, Wei Chen et al. · Long Papers
  16. Attn-GS: Attention-Guided Context Compression for Efficient Personalized LLMs ↗Shenglai Zeng, Tianqi Zheng, Chuan Tian et al. · Long Papers
  17. AttnPO: Attention-Guided Process Supervision for Efficient Reasoning ↗Shuaiyi Nie, Dingsiyu, Wenyuan Zhang et al. · Long Papers
  18. Audio Jailbreak: An Open Comprehensive Benchmark for Jailbreaking Large Audio-Language Models ↗Zirui Song, Qian Jiang, Mingxuan Cui et al. · Long Papers
  19. Audio MultiChallenge: A Multi-Turn Evaluation of Spoken Dialogue Systems on Natural Human Interaction ↗Advait Gosai, Tyler Vuong, Utkarsh Tyagi et al. · Long Papers · 🏆 Best Resource Paper
  20. Augur: Modeling Covariate Causal Associations in Time Series via Large Language Models ↗Zhiqing Cui, Binwu Wang, Qingxiang Liu et al. · Long Papers
  21. Author-in-the-Loop Response Generation and Evaluation: Integrating Author Expertise and Intent in Responses to Peer Review ↗Qian Ruan, Iryna Gurevych · Long Papers
  22. Authorship Attribution in Multilingual Machine-Generated Texts ↗Lucio La Cava, Dominik Macko, Robert Moro et al. · Long Papers
  23. AutoChecklist: Composable Pipelines for Checklist Generation and Scoring with LLM-as-a-Judge ↗Karen Zhou, Chenhao Tan · System Demonstrations
  24. AutoForest: Automatically Generating Forest Plots from Biomedical Studies with End-to-End Evidence Extraction and Synthesis ↗Massimiliano Pronesti, Angelo Miculescu, Mohsin Kapdi et al. · System Demonstrations
  25. AutoJudger: An Agent-Driven Framework for Efficient Benchmarking of MLLMs ↗Xuanwen Ding, Chengjun Pan, Zejun Li et al. · Long Papers
  26. AutoRAN: Automated Hijacking of Safety Reasoning in Large Reasoning Models ↗Jiacheng Liang, Tanqiu Jiang, Yuhui Wang et al. · Long Papers
  27. AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage ↗Xuanle Zhao, Zilin Sang, Yuxuan Li et al. · Long Papers
  28. AutoTaskEval: Towards Domain-Specific and Fine-Grained Evaluation for LLMs ↗Qingqing Lyu, Linjuan Wu, Yongliang Shen et al. · Long Papers
  29. Automated Creativity Evaluation of Language Models Across Open-Ended Tasks ↗Tan Min Sen, Zachary Choy Kit Chun, Syed Ali Redha Alsagoff et al. · Long Papers
  30. Automatic Prompt Engineering for Scalable Prompt Inversion in Text-to-Image Ad Generation ↗Zixin Ding, Qi Zeng, Boying Gong et al. · Industry Track
  31. Automatic and Reliable Evaluation for Academic Caption-to-Figure Generation with LMMs ↗Guanghui Ye, Huan Zhao, Qin Zhu et al. · Long Papers
  32. Autonomous Knowledge Graph Exploration with Adaptive Breadth-Depth Retrieval ↗Joaquin Polonuer, Lucas Vittor, Iñaki Arango et al. · Long Papers
  33. Awakening Dormant Experts:Counterfactual Routing to Mitigate MoE Hallucinations ↗Wentao Hu, Yanbo Zhai, Xiaohui Hu et al. · Long Papers
  34. AwarenessBench: Assessing Cognitive Capabilities of Language Models ↗Xiaojian Li, Rongwu Xu, Tianyun Zhang et al. · Long Papers
  35. BEFT: Bias-Efficient Fine-Tuning of Language Models in Low-Data Regimes ↗Baichuan Huang, Ananth Balashankar, Amir Aminifar · Long Papers
  36. BOSCH: Black-Box Binary Optimization for Short-Context Attention-Head Selection in LLMs ↗Abbas Ghaddar, Ivan Kobyzev, Boxing Chen et al. · Long Papers
  37. BTC-LLM: Efficient Sub-1-Bit LLM Quantization via Learnable Transformation and Binary Codebook ↗Hao Gu, Lujun Li, Hao Wang et al. · Long Papers
  38. BWLA: Breaking the Barrier of W1AX Post-Training Quantization for LLMs ↗Zhixiong Zhao, Zukang Xu, Dawei Yang · Long Papers
  39. BabelDOC: Better Layout-Preserving PDF Translation via Intermediate Representation ↗Yang Qi, Xiangyao Ma, Xiao Wang et al. · System Demonstrations
  40. Backdoor Collapse: Eliminating Unknown Threats Via Known Backdoor Aggregation In Language Models ↗Liang Lin, Miao Yu, Moayad Aloqaily et al. · Long Papers
  41. Backdoors in RLVR: Jailbreak Backdoors in LLMs From Verifiable Reward ↗Weiyang Guo, Zesheng Shi, Zeen Zhu et al. · Long Papers
  42. BanHADEX: Towards Explainable HAte Speech Detection in Bangla Using Human Annotated EXplanation ↗Faisal Hossain Raquib, Akm Moshiur Rahman Mazumder, Md Fahim et al. · Long Papers
  43. BanglaSTEM: A Parallel Corpus and Term-Weighted Evaluation for Technical Bangla-English Translation ↗Kazi Reyazul Hasan, A. B. M. Alim Al Islam, Muhammad Abdullah Adnan · Student Research Workshop
  44. BanglaSocialBench: A Benchmark for Evaluating Sociopragmatic and Cultural Alignment of LLMs in Bangladeshi Social Interaction ↗Tanvir Ahmed Sijan, S. M. Golam Rifat, Pankaj Partha et al. · Student Research Workshop · 🏆 SRW Best Paper Award
  45. BaseCal: Unsupervised Confidence Calibration via Base Model Signals ↗Hexiang Tan, Wanli Yang, Junwei Zhang et al. · Long Papers
  46. BatonVoice: An Operationalist Framework for Enhancing Controllable Speech Synthesis with Linguistic Intelligence from LLMs ↗Yue Wang, Ruotian Ma, Xingyu Chen et al. · Long Papers
  47. Bayesian Social Deduction with Graph-Informed Language Models ↗Shahab Rahimirad, Guven Gergerli, Lucia Romero et al. · Long Papers
  48. Behavior Knowledge Merge in Reinforced Agentic Models ↗Xiangchi Yuan, Dachuan Shi, Chunhui Zhang et al. · Long Papers
  49. Believing without Seeing: Quality Scores for Contextualizing Vision-Language Model Explanations ↗Keyu He, Tejas Srinivasan, Brihi Joshi et al. · Long Papers
  50. BenchMarker: An Education-Inspired Toolkit for Highlighting Flaws in Multiple-Choice Benchmarks ↗Nishant Balepur, Bhavya Rajasekaran, Hyunjin Jane Oh et al. · Long Papers
  51. Benchmarking Deflection and Hallucination in Large Vision-Language Models ↗Nicholas Moratelli, Christopher Davis, Leonardo F. R. Ribeiro et al. · Long Papers
  52. Benchmarking Fine-Grained Error Detection in Multimodal Reasoning ↗Chi-Min Chan, Han Zhu, Chunyang Jiang et al. · Long Papers
  53. Benchmarking LLM's Capability in Reasoning over Conflicting Web References ↗Yizhen Yuan, Rui Kong, Dongze Li et al. · Long Papers
  54. Benchmarking Large Vision-Language Models on CFMME: A Comprehensive Chinese Financial Multimodal Evaluation Dataset ↗Qian Chen, Xianyin Zhang, Yanzhi Liu et al. · Long Papers
  55. Benchmarking Post-Training Quantization of Large Language Models under Microscaling Floating Point Formats ↗Manyi Zhang, Ji-Fu Li, Zhongao Sun et al. · Long Papers
  56. Benchmarking Testing in Automated Theorem Proving ↗Jongyoon Kim, Hojae Han, Seung-Won Hwang · Industry Track
  57. Benchmarking Web Agent Safety under E-commerce Deceptive Interfaces ↗Zijing Shi, Meng Fang, Ling Chen · Long Papers
  58. Benchmarking and Enabling Efficient Chinese Medical Retrieval via Asymmetric Encoders ↗Angqing Jiang, Jianlyu Chen, Zhefang et al. · Long Papers
  59. Benchmarking and Learning Real-World Customer Service Dialogue ↗Tianhong Gao, Jundong Shen, Jiapeng Wang et al. · Long Papers
  60. Better Literary Translation: A Multi-Aspect Data Generation and LLM Training Approach ↗Zhihao Lin, Ziqi Zhu, Hao Huang et al. · Industry Track
  61. Between a Rock and a Hard Place: The Tension Between Ethical Reasoning and Safety Alignment in LLMs ↗Shei Pern Chua, Zhen Leng Thai, Kai Jun Teh et al. · Long Papers
  62. Beyond Accuracy: Unveiling Inefficiency Patterns in Tool-Integrated Reasoning ↗Qisheng Su, Shiting Huang, Zhen Fang et al. · Long Papers
  63. Beyond Atomic Characters: Glyph-Aware Sub-character Alignment for Low-Resource Multilingual OCR ↗Mengxiao Zhu, Haixu Chen, Jiu Sha et al. · Long Papers
  64. Beyond Detection: Evaluating Fallacy Awareness of LLMs in Interactive Scenarios ↗Conghui Niu, Ningxin Wu, Ziran Zhao et al. · Long Papers
  65. Beyond Discrete Search: Divergent Thinking as Intention Optimization in Latent Space ↗Mateusz Bystroński, Grzegorz Piotrowski, Tomasz Jan Kajdanowicz · Student Research Workshop
  66. Beyond End-to-End: Dynamic Chain Optimization for Private LLM Adaptation on the Edge ↗Yebo Wu, Jingguang Li, Chunlin Tian et al. · Long Papers
  67. Beyond Examples: Towards Automated Thought-level In-Context Reasoning for Large Language Models ↗Jinyang Wu, Mingkuan Feng, Shuai Zhang et al. · Long Papers
  68. Beyond Experience Retrieval: Learning to Generate Utility-Optimized Structured Experience for Frozen LLMs ↗Xuancheng Li, Haitao Li, Yujia Zhou et al. · Long Papers
  69. Beyond Explicit Refusals: Soft-Failure Attacks on Retrieval-Augmented Generation ↗Wentao Zhang, Yan Zhuang, ZhuHang Zheng et al. · Long Papers
  70. Beyond Fully Random Masking: Attention-Guided Denoising and Optimization for Diffusion Language Models ↗Jia Deng, Junyi Li, Xin Zhao et al. · Long Papers
  71. Beyond Hard Masks: Progressive Token Evolution for Diffusion Language Models ↗Linhao Zhong, Linyu Wu, Bozhen Fang et al. · Long Papers
  72. Beyond Instruction Optimization: Multi-Agent Error-Driven Class Description Refinement for LLM-Based Classification ↗Hamvir Dev, Shivam Ratnakant Mhaskar, Sasanka Vutla et al. · Industry Track
  73. Beyond Itinerary Planning–-A Real-World Benchmark for Multi-Turn and Tool-Using Travel Tasks ↗Xiang Cheng, Yulan Hu, Xiangwen Zhang et al. · Long Papers
  74. Beyond Majority Voting: Towards Fine-grained and More Reliable Reward Signal for Test-Time Reinforcement Learning ↗Weiqin Wang, Yile Wang, Kehao Chen et al. · Long Papers
  75. Beyond Markovian Forgetfulness: Episodic Memory for Reasoning-Intensive Retrieval ↗Dohyeon Lee, Yeonseok Jeong, Seung-won Hwang · Long Papers
  76. Beyond Noise: Characterizing Creative Potential in Unverifiable LLM Hallucinations ↗Yu Yan, Chunhong Zhang, Haiyu Zhao et al. · Long Papers
  77. Beyond Pedagogical Principles: Multi-Horizon Preference Optimization for Efficient Socratic Tutoring ↗Xin Shi, Chao Zhang, Yifan Zhu et al. · Long Papers
  78. Beyond Query Memorization: Large Language Model Routing with Query Decomposition and Historical Matching ↗Bo Lv, Jingbo Sun, Jianwei Lv et al. · Long Papers
  79. Beyond Ranking: Fine-Grained Diagnostics and Self-Improvement for MLLMs ↗Mingze Xu, Zijing Zhao, Qiming Peng et al. · Long Papers
  80. Beyond Scaling: Measuring and Predicting the Upper Bound of Knowledge Retention in Language Model Pre-Training ↗Changhao Jiang, Ming Zhang, Yifei Cao et al. · Long Papers
  81. Beyond Self-Report: Bridging the Intention-Behavior Gap in Critical Thinking Assessment via Interpretable Multi-Agent System ↗Zekun Li, Jifan Yu, Haoxuan Li et al. · Long Papers
  82. Beyond Single Representations: Multi-Model Embedding Fusion for Stable Text Classification ↗Jiho Gwak, Yuchul Jung · Long Papers
  83. Beyond Single View: A Comprehensive Benchmark for Medical Multimodal Large Language Models on Multi-Image Understanding ↗Dexuan Xu, Yuan Jiayin, Jianing Wang et al. · Long Papers
  84. Beyond Single-View Detection: A Dual-Space Reasoning Framework for Interpretable Harmful Meme Understanding ↗Wenqing Hou, Hongkui Tu, Ye Wang et al. · Long Papers
  85. Beyond Single-shot Writing: Deep Research Agents are Unreliable at Multi-turn Report Revision ↗Bingsen Chen, Boyan Li, Ping Nie et al. · Long Papers
  86. Beyond Static Alignment: Adaptive Arbitration for Semantic Incongruence in Semi-Supervised Multimodal Sentiment Analysis ↗Huicong Li, Xiangbo Ji, Wei Wu · Long Papers
  87. Beyond Static Artifacts: An Evolutionary Framework for Synthetic Claim Generation ↗Yeqing Teng, Jiasheng Si, Shuxia Lin et al. · Long Papers
  88. Beyond Static Benchmarks: Synthesizing Harmful Content via Persona-based Simulation for Robust Evaluation ↗Huije Lee, Jisu Shin, Hoyun Song et al. · Long Papers
  89. Beyond Static Persona Consistency: Dynamic Persona Coherence in LLM Role-Playing ↗Yirui QI, Xiaoming Zhang, Ruilin Zeng et al. · Long Papers
  90. Beyond Surface Features: Advancing Medical Vision-Language Alignment via Dynamic Evidence-Guided Preference Optimization ↗Zixuan Huang, Zhihong Zhu, Xiaolong Liu et al. · Long Papers
  91. Beyond Timestamps: Bridging Forward and Backward Reasoning in Temporal Numerical and Relational Understanding ↗Xinying Qian, Ying Zhang, Xuhui Sui et al. · Long Papers
  92. Beyond Transcripts: A Renewed Perspective on Audio Chaptering ↗Fabian Retkowski, Maike Züfle, Thai Binh Nguyen et al. · Long Papers
  93. Beyond Variance: Knowledge-Aware LLM Compression via Fisher-Aligned Subspace Diagnostics ↗Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma · Long Papers
  94. Beyond Word Boundaries: A Hebrew Coreference Benchmark and an Evaluation Protocol for Morphologically Complex TextRefael Shaked Greenfeld, Reut Tsarfaty · Long Papersour summary
  95. Beyond the Context Window: Scaling Agentic RL via End-to-end Optimized Context Compression ↗Miao Lu, Weiwei Sun, Weihua Du et al. · Long Papers
  96. Beyond the Crowd: LLM-Augmented Community Notes for Governing Health Misinformation ↗Jiaying Wu, Zihang Fu, Haonan Wang et al. · Long Papers
  97. Beyond the Last Frame: Process-aware Evaluation for Generative Video Reasoning ↗Yifan Li, YuKai Gu, Yingqian Min et al. · Long Papers
  98. Beyond the Panorama: Training-Free Hierarchical Perception-Reasoning for Fine-Grained Vision in MLLMs ↗Xiaoyang Yi, Jing Chen, Li Peng et al. · Long Papers
  99. BhashaSutra: A Task-Centric Unified Survey of Indian NLP Datasets, Corpora, and Resources ↗Raghvendra Kumar, Devankar Raj, Sriparna Saha · Long Papers
  100. BiMind: A Dual-Head Reasoning Model with Attention-Geometry Adapter for Incorrect Information Detection ↗Zhongxing Zhang, Emily K. Vraga, Jisu Huh et al. · Long Papers

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