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ACL 2026: all accepted papers

2,650 papers · page 10 of 27 · the most cited first · ← ACL 2026

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  1. DiVE: Decoupling Intra-layer Visual Evidence for Mitigating Hallucinations in Large Vision-Language Models ↗Xinwei Li, Li Lin, Hui Jiao et al. · Long Papers
  2. DiZiNER: Disagreement-guided Instruction Refinement via Simulating Pilot Annotation for Zero-shot Named Entity Recognition ↗Siun Kim, Hyung-Jin Yoon · Long Papers
  3. Diagnose, Then Repair: A Two-Stage MQM-Guided Post-Editing Framework for Domain-Specific Machine TranslationJi Hun Wang, Siyu Wu · Industry Trackour summary
  4. Diagnosing Hidden Instabilities in Model Editing via Uncertainty Quantification ↗Zihan Gu, TianYi Zhang, Xinyan Zhang et al. · Long Papers
  5. Diagnosing Spatial Consistency across Perspectives and Viewpoints in Large Vision-Language Models ↗Yoonji Kim, Jieun Kim, Yujin Jeong et al. · Long Papers
  6. Diagnosing and Remedying Representation Deficiencies for Deterministic Reasoning in KGQA ↗Gewen Liang, Mufan Xu, Kehai Chen et al. · Long Papers
  7. DialDefer: A Framework for Detecting and Mitigating LLM Dialogic Deference ↗Parisa Rabbani, Priyam Sahoo, Ruben Mathew et al. · Long Papers
  8. DialogGuard: Multi-Agent Psychosocial Safety Evaluation Interface of Sensitive LLM Responses ↗Han Luo, Guy Laban · System Demonstrations
  9. Dialogue is the Plan: From Interface to Joint Action in Agentic AI ↗Mert Inan, Malihe Alikhani, Anthony Sicilia · Short Papers
  10. Diff4TST: Masked Diffusion Language Model for Text Style TransferXinchen Ma, Gaole He, Yunshi Lan et al. · Long Papersour summary
  11. Difference in Task Performance on Sparse Speech Representations ↗Wenjie Peng, Chen Chen, Thomas Hain · Long Papers
  12. Different types of syntactic agreement recruit the same units within large language models ↗Daria Kryvosheieva, Andrea Gregor de Varda, Evelina Fedorenko et al. · Long Papers
  13. Difficulty-Controllable Cloze Question Distractor Generation ↗Seokhoon Kang, Yejin Jeon, Seonjeong Hwang et al. · Long Papers
  14. Diffuse Thinking: Exploring Diffusion Language Models as Efficient Thought Proposers for Reasoning ↗Chenyang Shao, Sijian Ren, Fengli Xu et al. · Long Papers
  15. Diffusion-Pretrained Dense and Contextual Embeddings ↗Sedigheh Eslami, Maksim Gaiduk, Markus Krimmel et al. · Industry Track
  16. DiningBench: A Hierarchical Multi-view Benchmark for Perception and Reasoning in the Dietary Domain ↗Song Jin, Juntian Zhang, Xun Zhang et al. · Long Papers
  17. DisCal: Distribution-Aware Calibration for Mathematical Reasoning Under Character-Level Noisy Inputs ↗Bo Zhang, Jiawei Zhang, Cong Gao et al. · Long Papers
  18. DisCo_Speech: Controllable Zero-Shot Speech Generation with A Disentangled Speech Codec ↗Tao Li, Wenshuo Ge, Zhichao Wang et al. · Long Papers
  19. Disco-RAG: Discourse-Aware Retrieval-Augmented Generation ↗Dongqi Liu, Hang Ding, Qiming Feng et al. · Long Papers
  20. Discourse Coherence and Response-Guided Context Rewriting for Multi-Party Dialogue Generation ↗Zhiyu Cao, Peifeng Li, Qiaoming Zhu · Long Papers
  21. Discourse Realization of Generics in Human and LLM-generated Texts ↗Søren Kirkegaard Fomsgaard, Martial Pastor, Gaël Dias et al. · Long Papers
  22. Discover and Prove: An Open-source Agentic Framework for Hard Mode Automated Theorem Proving in Lean 4 ↗Chengwu Liu, Yichun Yin, Ye Yuan et al. · Long Papers
  23. Discovering Properties of Inflectional Morphology in Neural Emergent Communication ↗Miles Gilberti, Shane Storks, Huteng Dai · Long Papers
  24. Discovering a Shared Logical Subspace: Steering LLM Logical Reasoning via Alignment of Natural-Language and Symbolic Views ↗Feihao Fang, My T. Thai, Yuanyuan Lei · Long Papers
  25. Discovering and Causally Validating Emotion-Sensitive Neurons in Large Audio-Language Models ↗Xiutian Zhao, Björn Schuller, Berrak Sisman · Long Papers
  26. Discovery and Reinforcement of Tool-Integrated Reasoning Chains via Rollout Trees ↗Kun Li, Zenan Xu, Junan Li et al. · Long Papers
  27. Disentangling Linguistic Relatedness from Task Alignment in Cross-Lingual Transfer ↗Ahmed Haj Ahmed, Ruochen Zhang, Alvin C Grissom II · Student Research Workshop
  28. Disentangling Meaning and Language Components in Diverse Multilingual Sentence Embeddings ↗Kanade Nonomura, Keita Fukushima, Risa Kondo et al. · Student Research Workshop
  29. Disentangling Reasoning Logic to Resolve Explicit Knowledge Conflicts ↗Xianda Zheng, Zijian Huang, Meng-Fen Chiang et al. · Long Papers
  30. Disentangling the Effects of Unlearning in Measuring Parametric Faithfulness of Chain-of-Thought ↗Ryo Mitsuhashi, Gaku Morio, Ayana Niwa et al. · Student Research Workshop
  31. Distilling Large Embeddings via Hyperspherical Householder Quantization ↗Yihang Wang, Bin Wu, Yueyang Su et al. · Long Papers
  32. Distributional Clarity: The Hidden Driver of RL-Friendliness in Large Language Models ↗Shaoning Sun, Mingzhu Cai, Huang He et al. · Long Papers
  33. Diversity in Unity, Theory in Practice: Hierarchical Multitask Benchmarks for Chinese Minority Languages ↗Yijie Li, Xi Cao, Yuan Sun et al. · Long Papers
  34. Diving into the Decoding Space of Non-Autoregressive Models via Lexically Constrained Search ↗Chenyang Huang, Osmar Zaiane · Short Papers
  35. Do LLMs Capture Embodied Cognition and Cultural Variation? Cross-Linguistic Evidence from Demonstratives ↗Yu Wang, Emmanuele Chersoni, Chu-Ren Huang · Long Papers
  36. Do LLMs Encode Functional Importance of Reasoning Tokens ? ↗Janvijay Singh, Dilek Hakkani-Tür · Long Papers
  37. Do LLMs Know Tool Irrelevance? Demystifying Structural Alignment Bias in Tool Invocations ↗Yilong Liu, Xixun Lin, Pengfei Cao et al. · Long Papers
  38. Do LLMs Really Memorize Personally Identifiable Information? Revisiting PII Leakage with a Cue-Controlled Memorization Framework ↗Xiaoyu Luo, Yiyi Chen, Qiongxiu Li et al. · Long Papers
  39. Do LLMs Really Need 10+ Thoughts for “Find the Time 1000 Days Later”? Towards Structural Understanding of LLM Overthinking ↗Xinliang Frederick Zhang, Anhad Mohananey, Alexandra Chronopoulou et al. · Long Papers
  40. Do MLLMs Capture How Interfaces Guide User Behavior? A Benchmark for Multimodal UI/UX Design Understanding ↗Jaehyun Jeon, Min Soo Kim, Janghan Yoon et al. · Long Papers
  41. Do Morals Guide How LLMs Think? The Role of Ethical Perspectives in General Problem Solving ↗Iseo Kim, Eunjin Hong, Juae Kim · Long Papers
  42. Do Not Step Into the Same River Twice: Learning to Reason from Trial and Error ↗Chenming Tang, Hsiu-Yuan Huang, Weijie Liu et al. · Long Papers
  43. Doc-$V^*$: Coarse-to-Fine Interactive Visual Reasoning for Multi-Page Document VQA ↗Yuanlei Zheng, Pei Fu, Hang Li et al. · Long Papers
  44. Does Locality Cost in Polish Medical Text Classification? Duplicate-Aware Evaluation of Federated Learning ↗Daniel Cieślak, Andrzej Czyżewski · Student Research Workshop
  45. Does Memory Need Graphs? A Unified Framework and Empirical Analysis for Long-Term Dialog Memory ↗Sen Hu, Yuxiang Wei, Jiaxin Ran et al. · Long Papers
  46. Does RLVR Extend Reasoning Boundaries? Investigating Capability Expansion in Vision-Language Models ↗Minghe Shen, Zhuo Zhi, Chonghan Liu et al. · Long Papers
  47. Does Self-Consistency Improve the Recall of Encyclopedic Knowledge? ↗Sho Hoshino, Ukyo Honda, Peinan Zhang · Short Papers
  48. Does Topic Sentiment Cause Perceived Ideology? Comparing Human and LLM Annotations in Political News Articles ↗Upasana Chatterjee · Student Research Workshop
  49. Domain Generalizable AI Guardrails with Augmented Policy Training ↗Minqian Liu, Ioana Baldini, David Rabinowitz et al. · Long Papers
  50. Don't Act Blindly: Robust GUI Automation via Action-Effect Verification and Self-Correction ↗Yuzhe Zhang, Xianwei Xue, Xingyong Wu et al. · Long Papers
  51. Don't Adapt Small Language Models for Tools; Adapt Tool Schemas to the Models ↗Jonggeun Lee, Woojung Song, Jongwook Han et al. · Long Papers
  52. Don't Corrupt the Fact: A Trustworthy RAG Watermarking Framework based on Dual Factual Shield ↗Hao Huang, JiaTang Luo, Ruihua Zhou et al. · Long Papers
  53. Don't Stop Early: Scalable Enterprise Deep Research with Controlled Information Flow and Evidence-Aware Termination ↗Prafulla Kumar Choubey, Kung-Hsiang Huang, Pranav Narayanan Venkit et al. · Industry Track
  54. Double: Breaking the Acceleration Limit via Double Retrieval Speculative Parallelism ↗Yuhao Shen, Tianyu Liu, Junyi Shen et al. · Long Papers
  55. Draft, Verify, Restore: Self-Refining Historical Inscription Restoration with a Unified MLLM ↗Yuyi Zhang, Junle Liu, Peirong Zhang et al. · Long Papers
  56. DuIVRS-2: An LLM-based Interactive Voice Response System for Large-scale POI Attribute Acquisition ↗Le Zhang, Shengming Zhang, Rui Zha et al. · Industry Track
  57. Dual Activation-Weight Sparsity: A Training-Free Framework for Efficient Large Language Model Compression ↗Luoyang Sun, Guangyan Li, Cheng Deng et al. · Long Papers
  58. Dual Alignment Between Language Model Layers and Human Sentence Processing ↗Tatsuki Kuribayashi, Alex Warstadt, Yohei Oseki et al. · Long Papers
  59. Dual-Axis Generative Reward Model Toward Semantic and Turn-taking Robustness in Interactive Spoken Dialogue Models ↗Yifu Chen, Shengpeng Ji, Zhengqing Liu et al. · Long Papers
  60. Dual-Cluster Memory Agent: Resolving Multi-Paradigm Ambiguity in Optimization Problem Solving ↗Xinyu Zhang, Yuchen Wan, Boxuan Zhang et al. · Long Papers
  61. DyBBT: Dynamic Balance via Bandit-inspired Targeting for Dialog Policy with Cognitive Dual Systems ↗Shuyu Zhang, Yifan Wei, Jialuo Yuan et al. · Long Papers
  62. Dynamic Emotion and Personality Profiling for Multimodal Deception Detection ↗Li Zheng, Yanyi Luo, Hao Fei et al. · Long Papers
  63. Dynamic Generation of Multi LLM Agents Communication Topologies with Graph Diffusion Models ↗Eric Hanchen Jiang, Levina Li, Frank Wan et al. · Long Papers
  64. Dynamic Infilling Anchors for Format-Constrained Generation in Diffusion Large Language Models ↗Boyan Han, Yiwei Wang, Yi Song et al. · Long Papers
  65. Dynamic Long Context Reasoning over Compressed Memory via End-to-End Reinforcement Learning ↗Zhuoen Chen, Dongfang Li, Meishan Zhang et al. · Long Papers
  66. Dynamic Meta-Metrics: Source-Sentence Conditioned Weighting for MT EvaluationLuke Zhang, Justin Vasselli, Aditya Khan et al. · Student Research Workshopour summary
  67. Dynamics of Cognitive Heterogeneity: Investigating Behavioral Biases in Multi-Stage Supply Chains with LLM-Based Simulation ↗Jiuyun Jiang, Yuecheng Hong, Bo Yang et al. · Long Papers
  68. E-ViC: Reasoning Beyond Text via Embodied Visual Chain for Spatial Intelligence ↗Junbo Qi, Yi Zhang, Hanchu Ni et al. · Long Papers
  69. EA-Agent: A Structured Multi-Step Reasoning Agent for Entity Alignment ↗Yixuan Nan, Xixun Lin, Yanmin Shang et al. · Long Papers
  70. EASE: Entity-Aware Sub-table Generation for Real-world Multi-table QA ↗Myunghoon Kang, Dahyun Jung, Suhyune Son et al. · Long Papers
  71. EDSD: Entropy-Driven Design for Faster Speculative Decoding ↗Longkai Cheng, Ximing Wang, Jiangcai Zhu et al. · Long Papers
  72. EGSS: Entropy-guided Stepwise Scaling for Reliable Software Engineering ↗Chenhui Mao, Yuanting Lei, Zhixiang Wei et al. · Long Papers
  73. EIFFEL: a novel benchmark to measure bias of English heavy training on French idiomatic expressionsCharlotte Noel, Nicholas Asher, Olivier Gouvert et al. · Long Papersour summary
  74. EMCEE: Improving Multilingual Capability of LLMs via Bridging Knowledge and Reasoning with Extracted Synthetic Multilingual Context ↗Hamin Koo, Jaehyung Kim · Long Papers
  75. EQUIP: EQUivariant preserving In-Place updates for Efficient Token Pruning ↗Arun Ramachandran, R Govindarajan, Murali Annavaram et al. · Long Papers
  76. ERCThinker: Fast-Slow Thinking for Emotion Recognition in Conversation ↗Yumeng Fu, Weitao Huang, Junjie Wu et al. · Long Papers
  77. ES4R: Speech Encoding Based on Prepositive Affective Modeling for Empathetic Response Generation ↗Zhuoyue Gao, Xiaohui Wang, Xiaocui Yang et al. · Long Papers
  78. ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration ↗Yifei Chen, Guanting Dong, Zhicheng Dou · Long Papers
  79. ETR: Entropy Trend Reward for Efficient Chain-of-Thought Reasoning ↗Xuan Xiong, Huan Liu, Li Gu et al. · Long Papers
  80. EVE: A Domain-Specific LLM Framework for Earth Intelligence ↗Àlex R. Atrio, Antonio Lopez, Jino Rohit et al. · Industry Track
  81. EVOTOOL: Self-Evolving Tool-Use Policy Optimization in LLM Agents via Blame-Aware Mutation and Diversity-Aware Selection ↗Shuo Yang, Caren Han, Xueqi Ma et al. · Long Papers
  82. EXCEEDS: Extracting Complex Events via Nugget-based Grid Modeling in Scientific Domain ↗Yi-Fan Lu, Xian-Ling Mao, Bo Wang et al. · Long Papers
  83. EconProver: Towards More Economical Test-Time Scaling for Automated Theorem Proving ↗Mukai Li, Linfeng Song, Zhenwen Liang et al. · Long Papers
  84. EdgeFormer: Latency-Aware Collaborative Multi-Head Attention of Transformer Inference in Edge Networks ↗Yiming Yao, Jianwei Niu, Bin Dai et al. · Long Papers
  85. Edit-Aware Reward Modeling for Chinese Grammatical Error Correction ↗Yilin Li, Xiaojun Wan · Long Papers
  86. Editing the Moving World: Model Editing for Video LLMs ↗Qian Zhang, Xinye Li, Xiaokai Wu et al. · Long Papers
  87. EduBench: A Comprehensive Benchmarking Dataset for Evaluating Large Language Models in Diverse Educational Scenarios ↗Bin Xu, Yu Bai, Huashan Sun et al. · Long Papers
  88. EduCoder: An Open-Source Annotation System for Education Transcript Data ↗Saad Ashraf, Jim Malamut, Vishal Kumar et al. · System Demonstrations
  89. Effective Performance Measurement: Challenges and Opportunities in KPI Extraction from Earnings Calls ↗Rasmus T. Aavang, Rasmus Tjalk-Bøggild, Alexandre Iolov et al. · Industry Track
  90. Effects of Collaboration on the Performance of Interactive Theme Discovery Systems ↗Alvin Po-Chun Chen, Rohan Das, Dananjay Srinivas et al. · Long Papers
  91. Efficient Agent Evaluation via Diversity-Guided User Simulation ↗Itay Nakash, George Kour, Ateret Anaby Tavor · Industry Track
  92. Efficient Hyperparameter Optimization for LLM Reinforcement Learning ↗Minping Chen, Bowen Xiao, Du Liang et al. · Long Papers
  93. Efficient KL Divergence Estimation via Truncated Top-K Integration for Large Language Models ↗Xinyuan Wang, Luozhijie Jin, Bo Wang et al. · Long Papers
  94. Efficient Learned Data Compression via Dual-Stream Feature Decoupling ↗Huidong Ma, Xinyan Shi, Sun Hui et al. · Long Papers
  95. Efficient Low-Resource Language Adaptation via Multi-Source Dynamic Logit Fusion ↗Chen Zhang, Jiuheng Lin, Zhiyuan Liao et al. · Long Papers
  96. Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search ↗Wentao Shi, Zichun Yu, Fuli Feng et al. · Long Papers
  97. Efficient Paths and Dense Rewards: Probabilistic Flow Reasoning for Large Language Models ↗Yan Liu, Feng Zhang, Zhanyu Ma et al. · Long Papers
  98. Efficient Prior-Guided Reasoning for Robust Retrieval-Augmented Generation under Conflicts ↗Xiaowei Yuan, Ziyang Huang, Zhao Yang et al. · Long Papers
  99. Efficient Process Reward Modeling via Contrastive Mutual Information ↗Nakyung Lee, Sangwoo Hong, Jungwoo Lee · Long Papers
  100. Efficient Self-Evaluation for Diffusion Language Models via Sequence Regeneration ↗Linhao Zhong, Linyu Wu, Wen Wang et al. · Long Papers

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