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ACL 2026: all accepted papers

2,650 papers · page 15 of 27 · the most cited first · ← ACL 2026

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  1. Jakiro: Boosting Speculative Decoding via Decoupled MoE ↗Haiduo Huang, Fuwei Yang, Zhenhua Liu et al. · Long Papers
  2. JanusMM: A Benchmark for Self-Deprecation Understanding in Real-World Multimodal Conversations ↗Xinyi Xu, Bingguang Hao, Yongyi Xiong et al. · Long Papers
  3. JoPR: Joint Emotion Perception and Reasoning for Conversational Emotion Recognition ↗Yumeng Fu, Weitao Huang, Junjie Wu et al. · Long Papers
  4. Joint Knowledge Base Completion and Question Answering by Combining Large Language Models and Small Language Models ↗Yinan Liu, Dongying Lin, Sigang Luo et al. · Long Papers
  5. JurisBench: A Deep Benchmark for Assessing Large Language Models in Professional Legal Practice ↗Ziang Chen, Guannan Li, Fanlin Ji et al. · Long Papers
  6. Just Pass Twice: Efficient Token Classification with LLMs for Zero-Shot NER ↗Ahmed Ewais, Ahmed Hashish, Amr Ali · Long Papers
  7. KARL: Reinforcement Learning for LLM Agents on Multi-Turn Knowledge-Intensive Agentic Tasks ↗Xueqiao Sun, Xiao Liu, Bowen Lv et al. · Long Papers
  8. KASER: Knowledge-Aligned Student Error Simulator for Open-Ended Coding Tasks ↗Zhangqi Duan, Nigel Fernandez, Andrew Lan · Long Papers
  9. KCVR: Knowledge-Centric Video Reconstruction for Structured Pedagogical Summarization via Dynamic Graph Planning ↗Jingjiang Liu, Jia Zhu, Hanghui Guo et al. · Long Papers
  10. KG-ViP: Bridging Knowledge Grounding and Visual Perception in Multi-modal LLMs for Visual Question Answering ↗Zhiyang Li, Ao Ke, Yukun Cao et al. · Long Papers
  11. KV-Embedding: Training-free Text Embedding via Internal KV Re-routing in Decoder-only LLMs ↗Yixuan Tang, Yi Yang · Long Papers
  12. KinyaProp: Fine-Grained Propaganda Annotation in Kinyarwanda ↗Manzi Fabrice Niyigaba, Ivory Yang, Soroush Vosoughi · Long Papers
  13. Know What You See: Grounded localization of product components ↗Manan Soni, Abinesh Kanagarajan, Shyam Mohan · Industry Track
  14. Know Your Place: Diagnosing Implicit Social Adaptation Failures in Chinese Large Language Models ↗Yu Tian, Jie Xing, Ziming Li et al. · Long Papers
  15. Know the Known and the Unknown: Reasonable Answer Generation with Knowledge-Informed Citations ↗Yichi Zhang, Zhuo Chen, Lingbing Guo et al. · Long Papers
  16. KnowMe-Bench: Benchmarking Person Understanding for Lifelong Digital Companions ↗Tingyu Wu, Zhisheng Chen, Ziyan Weng et al. · Long Papers
  17. KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality ↗Baochang Ren, Shuofei Qiao, Ningyu Zhang et al. · Long Papers
  18. Knowledge Beyond Language: Bridging the Gap in Multilingual Machine Unlearning Evaluation ↗Kyomin Hwang, Hyeonjin Kim, Sangyeon Cho et al. · Long Papers
  19. Knowledge Control for Responsible Generative AI: Bridging Academia, Industry, and Society ↗Zheyuan Liu, Yixin Wan, Kai-Wei Chang et al. · Tutorial Abstracts
  20. Knowledge Injection Exists in MoE? Exploring Expert-Aware Contrast Decoding in MoE for Mitigating LLMs' Hallucinations ↗Xinyue Fang, Zhiliang Tian, Zhen Huang et al. · Long Papers
  21. Knowledge Poisoning Attacks on Medical Multi-Modal Retrieval-Augmented Generation ↗Peiru Yang, Haoran Zheng, Tong Ju et al. · Long Papers
  22. Knowledge Vector of Logical Reasoning in Large Language Models ↗Zixuan Wang, Yuanyuan Lei · Long Papers
  23. Knowledge is Not Enough: Injecting RL Skills for Continual Adaptation ↗Pingzhi Tang, Yiding Wang, Muhan Zhang · Long Papers
  24. Knowledge without Wisdom: Measuring Misalignment between LLMs and Intended Impact ↗Michael Hardy, Yunsung Kim · Long Papers
  25. Knowledge-driven Augmentation and Retrieval for Integrative Temporal Adaptation ↗Weisi Liu, Guangzeng Han, Xiaolei Huang · Long Papers
  26. Knowledge-to-Verification: Exploring RLVR for LLMs in Knowledge-Intensive Domains ↗Zhonghang Yuan, Zhefan Wang, Fang Hu et al. · Long Papers
  27. KoCo-Bench: Can Large Language Models Leverage Domain Knowledge in Software Development? ↗Xue Jiang, Ge Li, Jiaru Qian et al. · Long Papers
  28. KoCo: Conditioning Language Model Pre-training on Knowledge Coordinates ↗Yudong Li, Jiawei Cai, Linlin Shen · Long Papers
  29. L2Dir: Integrating $L_2$-Norm and Directional Alignment for Unsupervised Contrastive Representation Learning in Multimodal Retrieval ↗Tianyu Zong, Rui Dai, Hongzhu Yi et al. · Long Papers
  30. LADR: Locality-Aware Dynamic Rescue for Efficient Text-to-Image Generation with Diffusion Large Language Models ↗Chenglin Wang, Yucheng Zhou, Shuang Chen et al. · Long Papers
  31. LAFaCT: Attribution-based Localization and Focused Sequential Analysis of Fact-Critical Tokens for Hallucination Detection ↗Xin Wang, Jiahao Li, Licheng Zhang et al. · Long Papers
  32. LAMCL: A Length-aware Momentum Contrastive Learning Framework for Multiscale Machine-Revised Text Detection ↗Bing Zhou, Zhe Huang, Shilei Tan et al. · Long Papers
  33. LAMP-MedQA: A Lightweight Multi-Agent System for Patient-Oriented Medical Question Answering ↗Jack A. Johnson, Meghali Banerjee, Joseph Crawford et al. · Student Research Workshop
  34. LANG: Reinforcement Learning for Multilingual Reasoning with Language-Adaptive Hint Guidance ↗Yuchun Fan, Bei Li, Peiguang Li et al. · Long Papers
  35. LASA: Language-Agnostic Semantic Alignment at the Semantic Bottleneck for LLM Safety ↗Junxiao Yang, Haoran Liu, Jinzhe Tu et al. · Long Papers
  36. LBLLM: Lightweight Binarization of Large Language Models via Three-Stage Distillation ↗Siqing Song, Chuang Wang, Yong Lang et al. · Long Papers
  37. LCMA-SRT: Language-Conditional Mixture-of-Experts Adapters for Joint Multilingual Speech Recognition and Translation ↗Nanjie Li, Xiaoyong Guo, Hao Huang et al. · Long Papers
  38. LCR-RAG: Enhancing Logical Consistency in Retrieval-Augmented Generation via Neuro-symbolic Reinforcement Learning ↗Wenxiang Zheng, Guo Tang, Shixin Jiang et al. · Long Papers
  39. LEAP: Layer-wise Exit-Aware Pretraining for Efficient Transformer Inference ↗Shashank Kapadia, Deep Narayan Mishra, Sujal Reddy Alugubelli et al. · Industry Track
  40. LEASH: Adaptive Length Penalty and Reward Shaping for Efficient Large Reasoning Model ↗Yanhao Li, Lu Ma, Jiaran Zhang et al. · Long Papers
  41. LEDOM: Reverse Language Model ↗Xunjian Yin, Sitao Cheng, Yuxi Xie et al. · Long Papers
  42. LENS: LLM-Enabled Narrative Synthesis for Mental Health by Aligning Multimodal Sensing with Language Models ↗Wenxuan Xu, Arvind Pillai, Subigya Nepal et al. · Long Papers
  43. LGSA: Label Geometry Structuring and Aligning for Hierarchical Text Classification ↗Shuai Zhang, Weibo Xu, Jiahao Nie et al. · Long Papers
  44. LLM Agents in Law: Taxonomy, Applications, and Challenges ↗Shuang Liu, Ruijia Zhang, Ruoyun Ma et al. · Long Papers
  45. LLM Beliefs Are in Their Heads ↗Alessandro Corona Mendozza, Anders Søgaard · Long Papers
  46. LLM Parameters for Math Across Languages: Shared or Separate? ↗Behzad Shomali, Luisa Victor, Tim Selbach et al. · Student Research Workshop
  47. LLM Reasoning as Trajectories: Step-Specific Representation Geometry and Correctness Signals ↗Lihao Sun, Hang Dong, Bo Qiao et al. · Long Papers
  48. LLM as a Meta-Judge: Synthetic Data for NLP Evaluation Metric Validation ↗Lukáš Eigler, Jindřich Libovický, David Hurych · Student Research Workshop
  49. LLM as a Risk Manager: LLM Semantic Filtering for Lead–Lag Trading in Prediction Markets ↗Sumin Kim, Minjae Kim, Jihoon Kwon et al. · Industry Track
  50. LLM-Based Multi-Agent Systems for Clinical Workflows: A Survey of AI Hospitals ↗Zonghai Yao, Hong yu · Long Papers
  51. LLM-Based Multi-Task Bangla Hate Speech Detection: Type, Severity, and Target ↗Md Arid Hasan, Firoj Alam, Md Fahad Hossain et al. · Long Papers
  52. LLM-Based Zero-Shot Soft Labeling for Anticipating Disagreement in Negotiation Dialogues ↗Ken Watanabe, Katsuhide Fujita · Student Research Workshop
  53. LLM-Generated Text May Harm Your Retrieval! A Robust Detection Strategy for Retrieval-Augmented Generation ↗Zhaoheng Huang, Yutao Zhu, Ji-Rong Wen et al. · Long Papers
  54. LLM-MC-Affect: LLM-Based Monte Carlo Modeling of Affective Trajectories and Latent Ambiguity for Interpersonal Dynamic Insight ↗Yu-Zheng Lin, Bono Po-Jen Shih, John Paul Martin Encinas et al. · Long Papers
  55. LLM-SLM Collaborative Framework of Idiomatic Expression Generation ↗Hui Gao, Changhao Song, Peng Zhang et al. · Long Papers
  56. LLM-VA: Resolving the Jailbreak-Overrefusal Trade-off via Vector Alignment ↗Haonan Zhang, Dongxia Wang, Yi Liu et al. · Long Papers
  57. LLM-XTM: Enhancing Cross-Lingual Topic Models with Large Language Models ↗Minh Chu Xuan, Tien-Phat Nguyen, Linh Ngo Van et al. · Long Papers
  58. LLM-as-Scheduler: Agentic Workflow Dynamic Scheduling ↗Dawei Xiang, Kexin Chu, Wenyan Xu et al. · Long Papers
  59. LLM-based Literal Example Generation for Japanese Multiword Expressions ↗Mio Ohashi, Hajime Kiyama, Zhidong Ling et al. · Student Research Workshop
  60. LLM4Cell: Taxonomy and Evaluation of LLM and Agentic Models for Single-Cell Biology ↗Sajib Acharjee Dip, Adrika Zafor, Bikash Kumar Paul et al. · Long Papers
  61. LLMEval-Fair: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models ↗Ming Zhang, Yujiong Shen, Jingyi Deng et al. · Long Papers
  62. LLMSurgeon: Diagnosing Data Mixture of Large Language Models ↗Yaxin Luo, Jiacheng Cui, Xiaohan Zhao et al. · Long Papers
  63. LLMs (Almost) Never Abstain Under Medical Uncertainty ↗Alessio Cocchieri, Luca Ragazzi, Giuseppe Tagliavini et al. · Long Papers
  64. LLMs Underperform Graph-Based Parsers on Supervised Relation Extraction for Complex Graphs ↗Paolo Gajo, Domenic Rosati, Hassan Sajjad et al. · Short Papers
  65. LLMs as Knowledge Graph Refiners: Mitigating Factual Inconsistencies in Generative Knowledge Extraction ↗Donghyun Kim, Hyeongjun Yang, Seokju Hwang et al. · Long Papers
  66. LLMs for Now, Fine-Tuning for Later: An Ensemble Approach to Data Drift in Domain-Specific Tasks ↗Yuxuan Lu, Bingsheng Yao, Shao Zhang et al. · Student Research Workshop
  67. LLMs in Sarcasm Detection? It's elementary! (Or is it?) ↗Priyanshu Mahato, Aniket Santosh Mishra, Kripabandhu Ghosh · Long Papers
  68. LOGICAL-COMMONSENSEQA: A Benchmark for Logical Commonsense Reasoning ↗Obed Junias, Maria Leonor Pacheco · Short Papers
  69. LOKA: Conflict-Aware LLM Knowledge Update with Adaptive Knowledge Memory ↗Binchi Zhang, Zhengzhang Chen, Zaiyi Zheng et al. · Long Papers
  70. LOTUS: Evolving Multimodal Unlearning via Hyperbolic Entailment and Lorentz Transport ↗Zekun Wang, Jingjie Zeng, Yingxu Li et al. · Long Papers
  71. LVLMs and Humans Ground Differently in Referential Communication ↗Peter Zeng, Weiling Li, Amie J. Paige et al. · Long Papers
  72. LaCo: Layer-wise Compensation for Pruned Large Language Models ↗Yingen Liu, Fan Wu, Panxuyan et al. · Long Papers
  73. LaMI: Augmenting Large Language Models via Late Multi-Image Fusion ↗Guy Yariv, Idan Schwartz, Yossi Adi et al. · Short Papers
  74. Label Effects: Shared Heuristic Reliance in Trust Assessment by Humans and LLM-as-a-Judge ↗Xin Sun, Di Wu, Sijing Qin et al. · Long Papers
  75. LangSAE Editing: Improving Multilingual Information Retrieval via Post-hoc Language Identity Removal ↗Dongjun Kim, Jeongho Yoon, Chanjun Park et al. · Long Papers
  76. Language Acquisition Device in Large Language Models ↗Masato Mita, Taiga Someya, Ryo Yoshida et al. · Long Papers
  77. Language Directions in Multilingual LLMs: A Layer-wise Diagnostic Study of Token Alignment and Pretraining Imprint ↗JaeSeong Kim, Suan Lee · Student Research Workshop
  78. Language Model as Planner and Formalizer under Constraints ↗Cassie Huang, Stuti Mohan, Ziyi Yang et al. · Long Papers
  79. Language Models Don't Know What You Want: Evaluating Personalization in Deep Research Needs Real Users ↗Nishant Balepur, Malachi Hamada, Varsha Kishore et al. · Long Papers
  80. Language Models Learn Universal Representations of Numbers and Here's Why You Should Care ↗Michal Štefánik, Timothee Mickus, Marek Kadlčík et al. · Long Papers
  81. Language Models Struggle to Use Representations Learned In-Context ↗Michael A. Lepori, Tal Linzen, Ann Yuan et al. · Long Papers
  82. Language of Thought Shapes Output Diversity in Large Language Models ↗Shaoyang Xu, Wenxuan Zhang · Long Papers
  83. Language on Demand, Knowledge at Core: Composing LLMs with Encoder-Decoder Translation Models for Extensible Multilinguality ↗Mengyu Bu, Yang Feng · Long Papers
  84. Language-Aware Token Boosting: LLM Language Confusion Reduction Without Tuning ↗Trapoom Ukarapol, Pakhapoom Sarapat, Nut Chukamphaeng · Short Papers
  85. LaoBench: A Large-Scale Multidimensional Lao Benchmark for Large Language Models ↗Jian Gao, Richeng Xuan, Zhaolu Kang et al. · Long Papers
  86. Large Language Model-Enhanced Multi-Armed Bandits ↗Jiahang Sun, Zhiyong Wang, Runhan Yang et al. · Long Papers
  87. Large Language Models Are Bad Dice Players: LLMs Struggle to Generate Random Numbers from Statistical Distributions ↗Minda Zhao, Yilun Du, Mengyu Wang · Long Papers
  88. Late Code Chunking: A Code Chunking Strategy for Repository-Level Code Completion ↗Seungmin Oh, Eunseok Lee · Short Papers
  89. Latent Agents: A Post-Training Procedure for Internalized Multi-Agent Debate ↗John Seon Keun Yi, Aaron Mueller, Dokyun Lee · Long Papers
  90. Latent Attention Denoising: A Training-Free Energy-Based Framework for Mitigating Hallucinations in Vision-Language Models ↗Zhiwen Luo, Siyu Jiang, Weilong Jiang et al. · Long Papers
  91. Latent-Condensed Transformer for Efficient Long Context Modeling ↗Zeng You, Yaofo Chen, Qiuwu Chen et al. · Long Papers
  92. LatentGate: Low-Latency Semantic Routing via Frozen-Backbone Probing of Small Language Models ↗Shivam Ratnakar, Abhiroop Talasila, Vinayak K Doifode · Industry Track
  93. Layer-Wise High-Impact Parameter Ratio Optimization in Post-Training Quantization for Large Language Models ↗Cuong Pham, Anh Dung Hoang, Cuong C. Nguyen et al. · Long Papers
  94. LazyEviction: Lagged KV Eviction with Attention Pattern Observation for Efficient Long Reasoning ↗Haoyue Zhang, Hualei Zhang, Xiaosong Ma et al. · Long Papers
  95. LeCoDe: A Benchmark Dataset for Interactive Legal Consultation Dialogue Evaluation ↗Weikang Yuan, Kaisong Song, Zhuoren Jiang et al. · Long Papers
  96. LeLoRA: Learnable Low-Rank Adaptation of Large Language Models ↗Xiaoling Zhou, Mingjie Zhang, Zhemg Lee et al. · Long Papers
  97. LePREC: Reasoning as Classification over Structured Factors for Assessing Relevance of Legal Issues ↗Fanyu Wang, Xiaoxi Kang, Paul Burgess et al. · Long Papers
  98. League of LLMs: A Benchmark-Free Paradigm for Mutual Evaluation of Large Language Models ↗Qianhong Guo, Wei Xie, Xiaofang Cai et al. · Long Papers
  99. Leakage-Aware User-Level ADHD Signal Classification from Social Media: When Graph Aggregation Helps, and When It Does Not ↗Daniel Cieślak, Władysław Średniawa · Student Research Workshop
  100. Learn Like Humans: Use Meta-cognitive Reflection for Efficient Self-Improvement ↗Xinmeng Hou, Bohao Qu, Wuqi Wang et al. · Long Papers

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