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Findings of the Association for Computational Linguistics 2026: all accepted papers

2,517 papers · page 16 of 26 · the most cited first · ← Findings of the Association for Computational Linguistics 2026

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  1. Localized Cultural Knowledge is Conserved and Controllable in Large Language Models ↗Veniamin Veselovsky, Berke Argın, Benedikt Stroebl et al.
  2. Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models ↗Hengyuan Zhang, Zhihao Zhang, Ercong Nie et al.
  3. LogToP: Logic Tree-of-Program with Table Instruction-tuned LLMs for Controlled Logical Table-to-Text Generation ↗Yupian Lin, Guangya Yu, Cheng Yuan et al.
  4. Logical Structure as Knowledge: Enhancing LLM Reasoning via Structured Logical Knowledge Density Estimation ↗Zhen Bi, Zhenlin Hu, Xueshu Chen et al.
  5. Logit Arithmetic Elicits Long Reasoning Capabilities Without Training ↗Yunxiang Zhang, Muhammad Khalifa, Lechen Zhang et al.
  6. LogitSpec: Accelerating Retrieval-based Speculative Decoding via Next Next Token Speculation ↗Tianyu Liu, Qitan Lv, Hao Li et al.
  7. Logits-Based Block Pruning with Affine Transformations for Large Language Models ↗Zekun Hu, Yichu Xu, De-Chuan Zhan
  8. Long Story Short: Disentangling Compositionality and Long-Caption Understanding in Contrastive VLMs ↗Israfel Salazar, Desmond Elliott, Yova Kementchedjhieva
  9. LongInsightBench: A Comprehensive Benchmark for Evaluating Omni-Modal Models on Human-Centric Long-Video Understanding. ↗ZhaoYang Han, Qihan Lin, Hao Liang et al.
  10. LongMP-Bench: A Benchmark for Multimodal Persona Understanding in Long-Term Dialogues ↗Zhuoqun Li, Zhaopei Huang, Wenxuan Wang et al.
  11. Look Twice before You Leap: A Rational Framework for Localized Adversarial Text Anonymization ↗Donghang Duan, Xu Zheng, Yuefeng He et al.
  12. Look and Think: Efficient Multimodal Reasoning via Modality-Decoupled Compression ↗Xidi Cai, Junhao Zheng, Jingye Li et al.
  13. LoopCoder: Scaling Code Intelligence via Looped Language Models ↗Jian Yang, Wei Zhang, Shuyue Guo et al.
  14. Losses that Cook: Topological Optimal Transport for Structured Recipe Generation ↗Mattia Ottoborgo, Daniele Rege Cambrin, Paolo Garza
  15. Lost in Decomposition: Analyzing and Mitigating the Limitations of Long Context Methods via Context Dependency ↗Jiayuan Guo, Yueyang Su, Yuyao Ge et al.
  16. Lost in Diffusion: Uncovering Hallucination Patterns and Failure Modes in Diffusion Large Language Models ↗Zhengnan Guo, Fei Tan
  17. Lost in Stories: Consistency Bugs in Long Story Generation by LLMs ↗Junjie Li, Xinrui Guo, Yuhao Wu et al.
  18. Lost in Translation: Do LVLM Judges Generalize Across Languages? ↗Md Tahmid Rahman Laskar, Mohammed Saidul Islam, Mir Tafseer Nayeem et al.
  19. Lost in the Prompt Order: Revealing the Limitations of Causal Attention in Language Models ↗Hyunjong Ok, Jaeho Lee
  20. Low-probability Tokens Sustain Exploration in Reinforcement Learning with Verifiable Reward ↗Guanhua Huang, Tingqiang Xu, Mingze Wang et al.
  21. Lunar-Bench: Towards Evaluating Task-Oriented Reasoning of LLMs in Lunar Exploration Scenarios ↗Xin-Yu Xiao, Ye Tian, Erwei Yin et al.
  22. LycheeCluster: Efficient Long-Context Inference with Structure-Aware Chunking and Hierarchical KV Indexing ↗Dongfang Li, Zixuan Liu, Gang Lin et al.
  23. M-TRACE: Detecting and Mitigating Time-Anchor Drift via Step-wise Conflict Checking in Temporal Reasoning ↗Danyu Huang, Jiayuan Jiang, Yao Zhang et al.
  24. M3TQA: Massively Multilingual Multitask Table Question Answering ↗Daixin Shu, Jian Yang, Zhenhe Wu et al.
  25. MA$^2$P: A Meta-Cognitive Autonomous Intelligent Agents Framework for Complex Persuasion ↗Dingyi Zhang, Ziqing Zhuang, Linhai Zhang et al.
  26. MAC-Reasoner: A Multi-Agent Collaborative Framework for Enhancing Logical Reasoning in Large Language Models ↗Yehua Lin, Liping Zheng, Yin Chen
  27. MADIAVE: Multi-Agent Debate for Implicit Attribute Value Extraction ↗Wei-Chieh Huang, Cornelia Caragea
  28. MADRA: Multi-Agent Debate for Risk-Aware Embodied Planning ↗JunJian Wang, Lidan Zhao, Xi Sheryl Zhang
  29. MAKI: Multi-layer Aligned Knowledge Injection for Structure-aware Knowledge Graph Completion with Large Language Models ↗Zhiwen Xie, Xin Wang, Guangyou Zhou et al.
  30. MAPLE: A Meta-learning Framework for Cross-Prompt Essay Scoring ↗Salam Albatarni, May Bashendy, Sohaila Eltanbouly et al.
  31. MAPLE: Multi-Aspect Panels of LLM Evaluators for Open-Ended Questions ↗Michinori Jinji, Kyohei Atarashi, Koh Takeuchi et al.
  32. MAPS: A Multilingual Benchmark for Agent Performance and Security ↗Omer Hofman, Jonathan Brokman, Oren Rachmil et al.
  33. MARCH: Evaluating the Intersection of Ambiguity Interpretation and Multi-hop Inference ↗Jeonghyun Park, Ingeol Baek, Seunghyun Yoon et al.
  34. MARS: Unleashing the Power of Speculative Decoding via Margin-Aware Verification ↗Jingwei Song, Xinyu Wang, Hanbin Wang et al.
  35. MASH: Evading Black-Box AI-Generated Text Detectors via Style Humanization ↗Yongtong Gu, Songze Li, Xia Hu
  36. MASS-RAG: Multi-Agent Synthesis Retrieval-Augmented Generation ↗Xingchen Xiao, Heyan Huang, Runheng Liu et al.
  37. MASS: Deep Research for Social Sciences with Memory-Augmented Social Simulation ↗Yongrui Liu, Deyi Xiong
  38. MAST: A Multi-View Alignment Strategy for Optimal Transport-Based Contrastive Clustering of Short Text ↗Zijian Zheng, Yonghe Lu
  39. MATA: Multi-Agent Framework for Reliable and Flexible Table Question Answering ↗Sieun Hyeon, Jusang Oh, Sunghwan Steve Cho et al.
  40. MATCHA: Matching Text via Contrastive Semantic Alignment ↗Siran Li, Ece Sena Etoglu, Carsten Eickhoff et al.
  41. MATH-IDN: A Multilingual Mathematical Problem Solving Dataset Featuring Local Languages in Indonesia ↗Xiao Xiao, Iftitahu Ni'mah, Yuyun Wabula et al.
  42. MAXS: Meta-Adaptive Exploration with LLM Agents ↗Jian Zhang, Zhiyuan Wang, Zhangqi Wang et al.
  43. MCGA: A Multi-task Classical Chinese Literary Genre Audio Corpus ↗Yexing Du, Kaiyuan Liu, Bihe Zhang et al.
  44. MCLE-Mol: Empowering LLM with Molecular Comprehension and Low-Cost Continual Evolution for Interpretable Property Prediction ↗Zhili Pu, Lantian Zhang, Hao Duan et al.
  45. MDC-Bench: A Multidisciplinary Causal Benchmark Based on Causal Structures for Evaluating Large Language Models ↗Peng Wang, Yuxiong Yan, Xiao Ding et al.
  46. MDocRAG-RL: Empowering Multi-Modal Document RAG via Complex Visual Reasoning with Reinforcement Learning ↗Zhongyu Wang
  47. MEDAL: A Framework for Benchmarking LLMs as Multilingual Open-Domain Dialogue Evaluators ↗John Mendonça, Alon Lavie, Isabel Trancoso
  48. MEDSYN: Benchmarking Multi-EviDence SYNthesis in Complex Clinical Cases for Multimodal Large Language Models ↗Boqi Chen, Xudong Liu, Jiachuan Peng et al.
  49. MEENA (PersianMMMU): Multimodal-Multilingual Educational Exams for N-level Assessment ↗Omid Ghahroodi, Arshia Hemmat, Marzia Nouri et al.
  50. MEIC-DT: Memory-Efficient Incremental Clustering for Long-Text Coreference Resolution with Dual-Threshold Constraints ↗Kangyang Luo, Shuzheng Si, Yuzhuo Bai et al.
  51. MENTOR: Efficient Autoregressive Image Generation with Balanced Multimodal Control ↗Haozhe Zhao, Zefan Cai, Shuzheng Si et al.
  52. MENTOR: Mitigating Identity Drift in Dynamic Role-Playing via Dual-Chain Structured Memory ↗Zhu Zhuoning, Xingyu Gao, Hailong Shi
  53. MHSafeEval: Role-Aware Interaction-Level Evaluation of Mental Health Safety in Large Language Models ↗Suhyun Lee, Palakorn Achananuparp, Neemesh Yadav et al.
  54. MINED: Probing and Updating with Multimodal Time-Sensitive Knowledge for Large Multimodal Models ↗Kailin Jiang, Ning Jiang, Yuntao Du et al.
  55. MIPIC: Matryoshka Representation Learning via Self-Distilled Intra-Relational and Progressive Information Chaining ↗Phung Gia Huy, Hai An Vu, Minh-Phuc Truong et al.
  56. MIThinker: A Plug-and-Play Policy-Optimized Thinker For Motivational Interviewing Counseling ↗Yizhe Yang, Palakorn Achananuparp, Heyan Huang et al.
  57. MM-Doc-R1: Training Agents for Long Document Visual Question Answering through Multi-turn Reinforcement Learning ↗Jiahang Lin, Kai Hu, Binghai Wang et al.
  58. MM-ShiftKV: Decode-Aware Prefill-Stage KV Selection for Multimodal Large Language Models ↗Jinsong Shu, Chenyang Wu, Zhongle Xie et al.
  59. MMR-GRPO: Accelerating GRPO-Style Training through Diversity-Aware Reward Reweighting ↗Kangda Wei, Ruihong Huang
  60. MMRA: A Benchmark for Evaluating Multi-Granularity and Multi-Image Relational Association Capabilities in Large Visual Language Models ↗Siwei Wu, King Zhu, Yu Bai et al.
  61. MMTabReal: Real-World Benchmark for Multimodal Table Understanding ↗Prasham Yatinkumar Titiya, Jainil Trivedi, Chitta Baral et al.
  62. MMUIE: Massive Multi-Domain Universal Information Extraction for Long Documents ↗Shuyi Zhang, Zhenbin Chen, Shuting Li et al.
  63. MOSAIC: Masked Objective with Selective Adaptation for In-domain Contrastive Learning ↗Vera Pavlova, Mohammed Makhlouf
  64. MPTc-Bench: Measuring Cross-market Generative Ability of Vision-Language Models via Movie Poster Transcreation ↗Youyuan Lin, Yuan Li, Yahan Yu et al.
  65. MR-ALIGN: Meta-Reasoning Informed Factuality Alignment for Large Reasoning Models ↗Xinming Wang, Jian Xu, Bin Yu et al.
  66. MSCode: Advancing Human Motion-Language Understanding via Modality-Shared Codebook ↗Haoyu Shi, Huaiwen Zhang
  67. MSIA: Adaptive Medical Multimodal Multi-turn Semantic Jailbreak ↗Zhiheng Han, Yao Zhang, Jun Wang et al.
  68. MSVBench: Towards Human-Level Evaluation of Multi-Shot Video Generation ↗Haoyuan Shi, Yunxin li, Nanhao Deng et al.
  69. MT-OSC: Path for LLMs that Get Lost in Multi-Turn Conversation ↗Jyotika Singh, Fang Tu, Miguel Ballesteros et al.
  70. MT-Video-Bench: A Holistic Video Understanding Benchmark for Evaluating Multimodal LLMs in Multi-Turn DialoguesYaning Pan, Qianqian Xie, Guohui Zhang et al.our summary
  71. MTEB-NL and E5-NL: Embedding Benchmark and Models for Dutch ↗Nikolay Banar, Ehsan Lotfi, Jens Van Nooten et al.
  72. MTMCS-Bench: Evaluating Contextual Safety of Multimodal Large Language Models in Multi-Turn Dialogues ↗Zheyuan Liu, Dongwhi Kim, Yixin Wan et al.
  73. MTO: A Multi-turn Conversational Text-to-OverpassQL Dataset for Enhanced OpenStreetMap Query Generation ↗Haodi Zhang, Xinrui Zhu, Mingze Kong et al.
  74. MTP-RL: Acceleration of Reinforcement Learning Rollouts with Policy-Aligned Multi-Token Prediction ↗Ke Wang, Aohan Zeng, Zhengxiao Du et al.
  75. MTR-DuplexBench: Towards a Comprehensive Evaluation of Multi-Round Conversations for Full-Duplex Speech Language Models ↗Zhang He, Wenqian Cui, Haoning Xu et al.
  76. MTRAG-UN: A Benchmark for Open Challenges in Multi-Turn RAG Conversations ↗Sara Rosenthal, Yannis Katsis, Vraj Shah et al.
  77. MaRF: Leveraging Representation-Level Fusion of Formula Semantics for Mathematical Information Retrieval ↗Suyuan Wang, Hongbo Zheng, Nickvash Kani
  78. Machine Behavior in Relational Moral Dilemmas: Moral Rightness, Predicted Human Behavior, and Model Decisions ↗Jiseon Kim, Jea Kwon, Luiz Felipe Vecchietti et al.
  79. Making MLLMs Blind: Adversarial Smuggling Attacks in MLLM Content Moderation ↗Zhiheng Li, Zongyang Ma, Yuntong Pan et al.
  80. Making Revisions Understandable: A Survey of Edit Intentions, Methods, and Applications ↗Fangping Lan, Qi Zhang, Eduard Dragut
  81. MalURLBench: A Benchmark Evaluating Agents' Vulnerabilities When Processing Web URLs ↗Dezhang Kong, Zhuxi Wu, Shiqi Liu et al.
  82. ManCC: A Task-Anchored Benchmark for Manchu–Classical Chinese Cross-Lingual Modeling ↗Meiqi Wang, Xiaoxin Sun, Dongjie Wang et al.
  83. Many-Shot Scaling of In-Context Learning with Self-Generated Demonstrations ↗Zhengyao Gu, Henry Peng Zou, Yankai Chen et al.
  84. Mask Tokens as Prophet: Fine-Grained Cache Eviction for Efficient dLLM Inference ↗Jianuo Huang, Yaojie Zhang, Yicun Yang et al.
  85. MaskLoRA: Low-Rank Subspace–Induced Token Masking for Efficient and Faithful Language Models ↗Rifat Rafiuddin
  86. MaskTab: Scalable Masked Tabular Pretraining with Scaling Laws and Distillation for Industrial Classification ↗Bo Zheng, Yudong Chen, Zihua Xiong et al.
  87. Masked Text-to-Audio Flow-Matching and Reward Feedback Optimization ↗Rongjie Huang, Dongchao Yang, Wenxiang Guo et al.
  88. Masking or Mitigating? Deconstructing the Impact of Query Rewriting on Retriever Biases in RAG ↗Agam Goyal, Koyel Mukherjee, Apoorv Saxena et al.
  89. MathMist: A Parallel Multilingual Benchmark Dataset for Mathematical Problem Solving and Reasoning ↗Mahbub E Sobhani, Md. Faiyaz Abdullah Sayeedi, Tasnim Mohiuddin et al.
  90. MathMixup: Boosting LLM Mathematical Reasoning with Difficulty-Controllable Data Synthesis and Curriculum Learning ↗Xuchen Li, Jing Chen, Xuzhao Li et al.
  91. Me-Agent: A Personalized Mobile Agent with Two-Level User Habit Learning for Enhanced Interaction ↗Shuoxin Wang, Chang Liu, Gowen Loo et al.
  92. MeasHalu: Mitigation of Scientific Measurement Hallucinations for Large Language Models with Enhanced Reasoning ↗Ruijun Huang, Zhiqiao Kang, Yuxuan Zhu et al.
  93. Measuring Large Language Models' Adversarial Behavior in Social Deduction Games ↗Marissa Zhao Li, Esha Shivakumar, Peiran Wang et al.
  94. Measuring Watermarking under Jailbreaking: ASR Inflation and Goal-Compliance Mismatch ↗Sungwoo Han, Sangjun Moon, Jingun Kwon et al.
  95. Measuring What Matters Beyond Text: Evaluating Multimodal Summaries by Quality, Alignment, and Diversity ↗Abid Ali, Diego Molla, Usman Naseem
  96. Mechanistic Insights into Deferred Semantic Drift in LLMs ↗Jingjie Zeng, Huayang Li, Liang Yang et al.
  97. Mechanistic Interpretability of Large-Scale Counting in LLMs through a System-2 Strategy ↗Hosein Hasani, Mohammadali Banayeeanzade, Ali Nafisi et al.
  98. Med-SRAF: A Multi-Agent Framework for Medical Reasoning via Semantic Routing and Agentic Fusion ↗Xiao Li, Zhuo Chen, Jun Xia et al.
  99. MedCPI: A Construct–Personalize–Integrate Framework for KG-enhanced Clinical Prediction ↗Hang Wang, Hang Dong, Lu Liu
  100. MedCoach: Enhancing Medical Reasoning in LLMs via Knowledge Graph-Augmented Chain-of-Thought Distillation ↗Chuan Li, Ye Lyu, Chengyu Wang et al.

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