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

2,517 papers · page 17 of 26 · the most cited first · ← Findings of the Association for Computational Linguistics 2026

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  1. MedKInstruct: A Multimodal Knowledge Graph Based Framework for Multi-Hop and Hard-Negative Instruction Data Synthesis in MedVQA ↗Yinan Wu, Jihang Jin, Xuhao Bao et al.
  2. MedLayBench-V: A Large-Scale Benchmark for Expert-Lay Semantic Alignment in Medical Vision Language Models ↗Han Jang, Junhyeok Lee, Heeseong Eum et al.
  3. MedQPA-Gen: Medical Question Proposing and Answering for Report Generation ↗Weijie Liang, Xiyue Zhu, Ruike Zhu et al.
  4. MedRedFlag: Investigating how LLMs Redirect Misconceptions in Real-World Health Communication ↗Sraavya Sambara, Yuan Pu, Ayman Ali et al.
  5. MedScore: Generalizable Factuality Evaluation of Open-ended Long-form Medical Answers by Domain-adapted Claim Decomposition and Verification ↗Heyuan Huang, Alexandra DeLucia, Vijay Murari Tiyyala et al.
  6. Meeseeks: A Feedback-Driven, Iterative Self-Correction Benchmark evaluating LLMs' Instruction Following Capability ↗Jiaming Wang, Yunke Zhao, Peng Ding et al.
  7. MelTrim: Coarse-to-Fine Data Pruning for Speech Classification ↗Shaobo Wang, Tianle Niu, Xuan Ouyang et al.
  8. MemORAI: Memory Organization and Retrieval via Adaptive Graph Intelligence for LLM Conversational Agents ↗Hung Pham Van, Nguyen Manh Hieu, Khang Pham Tran Tuan et al.
  9. MemPO: Self-Memory Policy Optimization for Long-Horizon Agents ↗Ruoran Li, Xinghua Zhang, Haiyang Yu et al.
  10. MemSearcher: Iterative Memory Integration for Search Agent via End-to-End Reinforcement Learning ↗Qianhao Yuan, Jie Lou, Zichao Li et al.
  11. MemTR: Enhancing Tool-Calling Reliability via Uncertainty-Triggered FFN-Space Retracing ↗Hongtao Duan, Lu Jiang, Minying Zhang et al.
  12. MemWeaver: Weaving Hybrid Memories for Traceable Long-Horizon Agentic Reasoning ↗Juexiang Ye, Xue Li, Yang Xinyu et al.
  13. Memo-SQL: Structured Decomposition and Experience-Driven Self-Correction for Training-Free NL2SQL ↗Yang Zerui, Weichuan Wang, Yanwei Xu et al.
  14. Memory Dial: A Training Framework for Controllable Memorization in Language Models ↗Xiangbo Zhang, Ali Emami
  15. Memory Matters More: Event-Centric Memory as a Logic Map for Agent Searching and Reasoning ↗Yuyang Hu, Jiongnan Liu, Jiejun Tan et al.
  16. Memory-Driven Role-Playing: Evaluation and Enhancement of Persona Knowledge Utilization in LLMs ↗Kai Wang, Haoyang You, Yang Zhang et al.
  17. Memory-Guided Hard Data Augmentation for Multimodal Named Entity Recognition ↗Xinyu Liu, Kai fu, Yinghan Shi et al.
  18. Memp: Exploring Agent Procedural Memory ↗Runnan Fang, Yuan Liang, Xiaobin Wang et al.
  19. Mending the Holes: Mitigating Reward Hacking in Reinforcement Learning for Multilingual Translation ↗Yifeng Liu, Siqi Ouyang, Yatish H R et al.
  20. MergeIT: From Selection to Merging for Efficient Instruction Tuning ↗Hongyi Cai, Yuqian Fu, Hongming Fu et al.
  21. Meta-Reasoner: Dynamic Guidance for Optimized Inference-time Reasoning in Large Language Models ↗Yuan Sui, Yufei He, Tri Cao et al.
  22. Meta-Tool: Efficient Few-Shot Tool Adaptation for Small Language Models ↗Sachin Kumar
  23. MetaMem: Evolving Meta-Memory for Knowledge Utilization through Self-Reflective Symbolic Optimization ↗Haidong Xin, Xinze Li, Zhenghao Liu et al.
  24. MetaScale: Test-Time Scaling with Evolving Meta-Thoughts ↗Qin Liu, Wenxuan Zhou, Nan Xu et al.
  25. Metacognitive Self-Correction for Multi-Agent System via Prototype-Guided Next-Execution Reconstruction ↗Xu Shen, Qi Zhang, Song Wang et al.
  26. MiMIC: Mitigating Visual Modality Collapse in Universal Multimodal Retrieval While Avoiding Semantic Misalignment ↗Li Juan, Chuanghao Ding, Xujie Zhang et al.
  27. Mid-Think: Training-Free Intermediate-Budget Reasoning via Token-Level Triggers ↗Van Yang, Shouren Wang, Debargha Ganguly et al.
  28. MimicLM: Zero-Shot Voice Imitation through Autoregressive Modeling of Pseudo-Parallel Speech Corpora ↗Tao Feng, Yuxiang Wang, Yuancheng Wang et al.
  29. Mina: A Multilingual LLM-Powered Legal Assistant Agent for Empowering Access to Justice in Bangladesh ↗Azmine Toushik Wasi, Wahid Faisal, Mst Rafia Islam et al.
  30. Minos: A Multimodal Evaluation Model for Bidirectional Generation Between Image and Text ↗Junzhe Zhang, Huixuan Zhang, Xinyu Hu et al.
  31. Mirage: A Diagnostic Framework for Evaluating the Realism of Synthetic Contact Center Dialogue Generation ↗Rishikesh Devanathan, Varun Nathan, Ayush Kumar
  32. Mistake Notebook Learning: Batch-Clustered Failures for Training-Free Agent Adaptation ↗Xuanbo Su, Yingfang Zhang, Hao Luo et al.
  33. Mitigating Causal Bias in LLMs via Potential Outcomes Framework and Actual Causality Theory ↗Yiheng Zhao, Yuanliang Li, Shreya Savant et al.
  34. Mitigating Coordinate Prediction Bias from Positional Encoding Failures ↗Xingjian Tao, Yiwei Wang, Yujun Cai et al.
  35. Mitigating Copy Bias in In-Context Learning through Neuron Pruning ↗Ameen Ali Ali, Lior Wolf, Ivan Titov
  36. Mitigating Cultural Bias in LLMs via Multi-Agent Cultural Debate ↗Qian Tan, Lei Jiang, Yuting Zeng et al.
  37. Mitigating Hallucinations in VLMs: Enhancing Visual Attention via Head-Wise Perturbation ↗Zhenghua Wang, Yixin Wu, Feiran Zhang et al.
  38. Mitigating Judgment Preference Bias in Large Language Models through Group-Based Polling ↗Shuliang Liu, Zhipeng Xu, Zhenghao Liu et al.
  39. Mitigating Position Bias in Transformers via Layer-Specific Positional Embedding Scaling ↗Zhenghua Wang, Yiran Ding, Changze Lv et al.
  40. MoLAN: A Unified Modality-Aware Noise Dynamic Editing Framework for Multimodal Sentiment Analysis ↗Xingle Xu, YongKang Liu, Dexian Cai et al.
  41. MoPrune: Scene-Guided Motion-Aware Token Pruning for Efficient Video Large Language Models ↗Wenhao Hong, Ziyang Wang, Yixin Zhang et al.
  42. MobileBench-OL: A Comprehensive Chinese Benchmark for Evaluating Mobile GUI Agents in Real-World Environment ↗Qinzhuo Wu, Zhizhuo Yang, Hanhao Li et al.
  43. Model in Distress: Sentiment Analysis on French Synthetic Social Media ↗Pierre-Carl Langlais, Pavel Chizhov, Yannick Detrois et al.
  44. Model-Agnostic Meta Learning for Class Imbalance Adaptation ↗Hanshu Rao, Guangzeng Han, Xiaolei Huang
  45. Modeling Human Perspectives with Socio-Demographic Representations ↗Leixin Zhang, Cagri Coltekin
  46. Modeling Multi-Dimensional Cognitive States in Large Language Models under Cognitive Crowding ↗Lin Zhong, Siyu Zhu, Zizhen Yuan et al.
  47. Modeling and Solving Stable Matching under Probabilistic Preferences with Large Language Models ↗Yuqi Kong, Shiyu Liu, Jiaxu Li et al.
  48. ModularMoE: Fast LLM Customization with Parameter-Sharing Mixture-of-Experts for Low-Resource Settings ↗Jiaxing Liu, Qi Qi, Haifeng Sun et al.
  49. MolSafeEval: A Benchmark for Uncovering Safety Risks in AI-Generated Molecules ↗Tong Xu, Xinzhe Cao, Zhihui Zhu et al.
  50. Momoka-RAG: MCTS-Organized Mapping of Knowledge Associations for Long-Document Retrieval Augmented Generation ↗Wenyu Tao, Xiaofen Xing, Zeliang Li et al.
  51. MonCulture-Eval: A Hierarchical Benchmark for Evaluating Mongolian Cultural Capabilities of Large Language Models across Scripts and Regions ↗Quulgan Minggad, Xiao Zinan, Yuan Sun
  52. Moneyball with LLMs: Analyzing Tabular Summarization in Sports Narratives ↗Ritam Upadhyay, Naman Ahuja, Rishabh Baral et al.
  53. More Agents Improve Math Problem Solving but Adversarial Robustness Gap Persists ↗Khashayar Alavi, Zhastay Yeltay, Lucie Flek et al.
  54. More Images, More Problems? A Controlled Analysis of VLM Failure Modes. ↗Anurag Das, Adrian Bulat, Alberto Baldrati et al.
  55. More Than Sum of Its Parts: Deciphering Intent Shifts in Multimodal Hate Speech Detection ↗Runze Sun, Yu Zheng, Zexuan Xiong et al.
  56. MorphBPE: Morphology-Aware Tokenization for Efficient LLM Training ↗Ehsaneddin Asgari, Yassine El Kheir, MohammadAli SadraeiJavaheri et al.
  57. MorphoBench: A Benchmark with Difficulty Adaptive to Model Reasoning ↗Xukai Wang, Xuanbo Liu, Mingrui Chen et al.
  58. MotifAgent: Learning Molecular Assembly through Multi-Agent Collaboration for Chemical Language Understanding ↗Jinjia Feng, Wenda Wang, Zhewei Wei
  59. Multi-Agent Comedy Club: Investigating Community Discussion Effects on LLM Humor Generation ↗Shiwei Hong, Lingyao Li, Ethan Z. Rong et al.
  60. Multi-Agent Procedural Graph Extraction with Structural and Logical Refinement ↗Wangyang Ying, Yanchi Liu, Xujiang Zhao et al.
  61. Multi-Docker-Eval: A `Shovel of the Gold Rush' Benchmark on Automatic Environment Building for Software Engineering ↗Kelin Fu, Tianyu Liu, Zeyu Shang et al.
  62. Multi-Drafter Speculative Decoding with Alignment Feedback ↗Taehyeon Kim, Hojung Jung, Se-Young Yun
  63. Multi-Faceted Self-Consistent Preference Alignment for Query Rewriting in Conversational Search ↗Zhiyu Cao, Peifeng Li, Qiaoming Zhu
  64. Multi-Hall-SA: A Cross-lingual Benchmark for Multi-Type Hallucination Detection in Low-Resource South African Languages ↗Sello Ralethe, Jan Buys
  65. Multi-Hop Knowledge Editing via Critic-Guided Multi-Agent Reasoning ↗Xudong Li, Yuhang Tian, Dandan Song et al.
  66. Multi-Scale Spectral Selection and Entropy-Guided Uncertainty Fusion for Multimodal Rumor Detection ↗Zongliang Han, Wenyu Guo, Guoqing Jin et al.
  67. Multi-lingual Functional Evaluation for Large Language Models ↗Victor Ojewale, Inioluwa Deborah Raji, Suresh Venkatasubramanian
  68. MultiCW: A Large-Scale Balanced Benchmark Dataset for Training Robust Check-Worthiness Detection Models ↗Martin Hyben, Sebastian Kula, Jan Cegin et al.
  69. MultiCodeAttack: Iterative Jailbreak Attacking on LLMs with Multi-Code Prompt Injection ↗Weifeng Sun, Meng Yan, Zhou Yang et al.
  70. MultiDx: A Multi-Source Knowledge Integration Framework towards Diagnostic Reasoning ↗Yimin Deng, Zhenxi Lin, Yejing Wang et al.
  71. Multilingual Refusal Alignment for Safer Large Language Models ↗Aleksandra Krasnodębska, Wojciech Kusa, Aldo Lipani
  72. Multilingual Self-Taught Faithfulness Evaluators ↗Carlo Alfano, Aymen Al Marjani, Zeno Jonke et al.
  73. Multilingual Tokenization through the Lens of Indian Languages: Challenges and Insights ↗Maharaj Brahma, N J Karthika, Rajat Verma et al.
  74. Multilingual-To-Multimodal (M2M): Unlocking New Languages with Monolingual Text ↗Piyush Singh Pasi
  75. Multimodal Chemical Structure-Text Coreference in Intellectual Property via Rule-guided Reinforcement Learning ↗Hanmeng Zhong, Wentao Wu, Linqing Chen et al.
  76. Multimodal Dual-Path Decoding for Medical Report Generation ↗Jinghan Sun, Dong Wei, Zhihong Zhu et al.
  77. Multimodal In-context Learning for ASR of Low-resource Languages ↗Zhaolin Li, Jan Niehues
  78. Multimodal Item Scoring for Natural Language Recommendation via Gaussian Process Regression with LLM Relevance Judgments ↗Yifan Simon Liu, Qianfeng Wen, Jiazhou Liang et al.
  79. Multimodal Unlearning Across Vision, Language, Video, and Audio: Survey of Methods, Datasets, and Benchmarks ↗Nobin Sarwar, Shubhashis Roy Dipta, Zheyuan Liu et al.
  80. Multiplication in Multimodal LLMs: Computation with Text, Image, and Audio Inputs ↗Samuel Gideon Balter, Ethan Jerzak, Connor Thomas Jerzak
  81. Muse: Towards Reproducible Long-Form Song Generation with Fine-Grained Style Control ↗Changhao Jiang, Jiahao Chen, Zhenghao Xiang et al.
  82. Music Audio-Visual Question Answering Requires Specialized Multimodal Designs ↗Wenhao You, Xingjian Diao, Wenjun Huang et al.
  83. N-GRPO: Embedding-Level Neighbor Mixing for Enhanced Policy Optimization ↗Xukun Zhu, Hang Yu, Peng Di et al.
  84. NASH: Numerically Aware Scoring Heuristic for Robust Semantic Similarity ↗Yu-Shiang Huang, Yun-Yu Lee, Tzu-Hsin Chou et al.
  85. NEAT: Neuron-Based Early Exit for Large Reasoning Models ↗Kang Liu, YongKang Liu, Xiaocui Yang et al.
  86. NITI: Neural Plan Concretization for Incremental Execution, Bridging and Trigger Inference from Underspecified Human PoliciesAyan Banerjee, Shomrik Barua Banerjee, Sandeep Guptaour summary
  87. NLP Privacy Risk Identification in Social Media (NLP-PRISM): A Survey ↗Dhiman Goswami, Jai Kruthunz Naveen Kumar, Sanchari Das
  88. NSF-CoT: Neuro-Symbolic Formal Verification of Chain-of-Thought Faithfulness in Contextual Question Answering ↗Vishal Pramanik, Maisha Maliha, Nathaniel D. Bastian et al.
  89. Nash-Pruned CredMAS: Dynamic Panel Pruning for VLM-MAS using Nash-based Selection and Doubly-Robust Credits ↗Yijia Fan, Mingyu Liu, Jing Yang et al.
  90. Navigating Large-Scale Document Collections: MuDABench for Multi-Document Analytical QA ↗Zhanli Li, Yixuan Cao, Lvzhou Luo et al.
  91. Navigating the Alignment-Calibration Trade-off: A Pareto-Superior Frontier via Model Merging ↗Tiancheng Hu, Benjamin Minixhofer, Nigel Collier
  92. NeedleChain: Measuring Intact Context Comprehension Capability of Large Language Models ↗Hyeonseok Moon, Heuiseok Lim
  93. Negative Sampling Techniques in Dense Retrieval: A Survey ↗Laurin Wischounig, Abdelrahman Abdallah, Adam Jatowt
  94. NeoAraBERT: A Modern Foundation Model for Arabic Embeddings with Diacritics-Aware Tokenization and POS-Targeted Masking ↗Chadi Abou Chakra, Hadi Khaled Hamoud, Osama Rakan Al Mraikhat et al.
  95. NeuRAG: End-to-End Neural Knowledge Augmentation via Hyper-Neurons ↗Liwei Zheng, Xuemin Liu, Jie Liu
  96. Neural Chain-of-Thought Search: Searching the Optimal Reasoning Path to Enhance Large Language Models ↗Guoming Ling, Zhongzhan Huang, Yupei Lin et al.
  97. Neural Induction of Finite-State Transducers ↗Michael Ginn, Alexis Palmer, Mans Hulden
  98. NeuroSym-Cal: Bridging the Reasoning-Execution Gap in Code Generation via Hierarchical Calibration ↗Peiyang Liu, Yining Wang, Youru Li et al.
  99. Neuronal Insights into LLM Attacks: Targeted Neuron Tuning for Precise and Robust Vulnerability Patching ↗Dan Shi, Renren Jin, Zhuowen Han et al.
  100. New Compendium of a Myriad of Plants: A New Dataset Describing Ancient Chinese Plants ↗Xiaobin Shen, Zhongqing Wang, Shichen Li et al.

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