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

2,517 papers · page 8 of 26 · the most cited first · ← Findings of the Association for Computational Linguistics 2026

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  1. Can ChatGPT Really Understand Modern Chinese Poetry? ↗Shanshan Wang, Derek F. Wong, Jingming Yao et al.
  2. Can Intelligent Agents Revolutionize Scale Generation? ↗Chenghao Jia, Zhitao Yuan, Zhaokang Zong et al.
  3. Can LLMs Estimate Student Struggles? Human-AI Difficulty Alignment with Proficiency Simulation for Item Difficulty Prediction ↗Ming Li, Han Chen, Yunze Xiao et al.
  4. Can LLMs Hear the Dogwhistle? ↗Yifan Liu, Yi Lin, Xinwei Guo et al.
  5. Can LLMs Really Judge? A Progressive Argumentation-Mining Framework for Distinguishing Understanding from Aggregation ↗Fuyu Wang, Jiangtong Li, Kun Zhu et al.
  6. Can LLMs Reason Like Doctors? Exploring the Limits of Large Language Models in Complex Medical Reasoning ↗Flavio Merenda, Jose Manuel Gomez-Perez, German Rigau
  7. Can Large Language Models Adequately Perform Symbolic Reasoning Over Time Series? ↗Zewen Liu, Juntong Ni, Xianfeng Tang et al.
  8. Can Large Language Models Effectively Support Decision-Making in Sudden Emergencies? ↗Mengna Zhu, Jibing Wu, Lihua Liu et al.
  9. Can Large Language Models Infer Human Actions and Motives? Evaluation in Social Prediction and Inspection Games ↗Kaleen Shrestha, Abhinav Gupta, Harish Dukkipati et al.
  10. Can MLLMs Reason Beyond Language? VisReason: A Comprehensive Benchmark for Vision-Centric Reasoning ↗Longteng Guo, Yifan Wang, Pengkang Huo et al.
  11. Can Models Help Us Create Better Models? Evaluating LLMs as Data Scientists ↗Michał Pietruszka, Łukasz Borchmann, Aleksander Jędrosz et al.
  12. Can Multi-agent Help Disambiguation in Multi-domain Translation? ↗Zhibo Man, Shaoyang Xu, Yujie Zhang et al.
  13. Can Post-Training Transform LLMs into Causal Reasoners? ↗Junqi Chen, Sirui Chen, Chaochao Lu
  14. Can Small LLMs Learn a Robust Theory of Mind via RLVR? Investigating Generalization through the False-Belief Task ↗Sneheel Sarangi, Hanan Salam
  15. Can Small Vision–Language Models Perform Sign Language Translation? ↗Anal Roy Chowdhury, Debarshi Kumar Sanyal
  16. Can VLMs Predict Future States? Bootstrapping World Models from Inverse Dynamics ↗Yifu Qiu, Yftah Ziser, Anna Korhonen et al.
  17. Can We Entrust Justice to AI?: How Persona Traps Contaminate Reasoning in Criminal Investigation ↗Jaewook Lee, Myeong-Cheol Kang, Jong-hun Shin
  18. Candidate-Aware Retrieval and Reranking for Multiple-Choice Question Answering: Arabic as a Case Study ↗Yassine Bouziane, Youness Moukafih, Mounir Ghogho
  19. Capabilities and Evaluation Biases of Large Language Models in Classical Chinese Poetry Generation: A Case Study on Tang Poetry ↗Bolei Ma, Yina Yao, Anna-Carolina Haensch
  20. Cards Against Contamination: TCG-Bench for Difficulty-Scalable Multilingual LLM Reasoning ↗Sultan AlRashed, Jianghui Wang, Francesco Orabona
  21. Carefully Considering Culture: Analyzing LLM Alignment in Single- and Multi-Cultural Settings using Cultural Consensus Theory ↗Krishna Pothugunta, John P. Lalor
  22. CascadeFix: Multi-Location Program Repair via Cascading Planning and Generation ↗Huan Zhang, Li Kuang, Yang Yang et al.
  23. Causal Activation Steering via Sparse Mediation ↗Toan Doan, Uyen Le, Thin Nguyen
  24. Causal Direct Preference Optimization for Language Model Alignment ↗Uyen Le, Thin Nguyen, Toan Nguyen et al.
  25. Causal Evidence Extraction and Triangulation in Crisis Reports using Large Language Models: A ReliefWeb-based Study ↗Yuanjun Zhang, Mourad Oussalah
  26. Causal-Audit: Explicit and Auditable Graph-based Reasoning via Target-Aware Causal Chain Construction ↗Su Lan, Xuefei Yin, Yanming Zhu et al.
  27. CausalDetox: Causal Head Selection and Intervention for Language Model Detoxification ↗Yian Wang, Yuen Chen, Agam Goyal et al.
  28. CausalGaze: Unveiling Hallucinations via Counterfactual Graph Intervention in Large Language Models ↗Linggang Kong, Lei Wu, Yunlong Zhang et al.
  29. CausalityCheck: A Framework for Evaluating Causal Reasoning in Large Language Models ↗Jiang Li, Zehua Duo, Guanglai Gao et al.
  30. Cause-CSD: A Challenge Multimodal Conversational Stance Cause Detection Dataset and Effective Method ↗Fuqiang Niu, Bowen Zhang, Junting Zhu et al.
  31. CentaurTA: A Self-Improving Human-Agents Collaboration Framework for Thematic Analysis ↗Lei Wang, Min Huang, Eduard Dragut
  32. Chain-in-Tree: Back to Sequential Reasoning in LLM Tree Search ↗Xinzhe Li
  33. Chain-of-Procedure: Hierarchical Visual-Language Reasoning for Procedural QA ↗Guanhua Chen, Yutong Yao, Shenghe Sun et al.
  34. Chain-of-Relations: Faithful and Efficient LLM Reasoning over Knowledge Graphs via Relation-Centric Exploration ↗Chenhui Liu, Jianpeng Zhou, Jiahai Wang
  35. Chameleons and Guardians: Unveiling the Divergence in Personality Plasticity and Cognitive Resistance across LLMs ↗Jiaxin Wu, Jie Zhao, Huangxinrong et al.
  36. ChangJuan: A Comprehensive Benchmark for Book-Length Chinese Story Evaluation ↗Dingyi Yang, Mingshuo Wang, Qin Jin
  37. Characterizing Selective Refusal Bias in Large Language Models ↗Adel Khorramrouz, Sharon Levy
  38. Characterizing Web Search in The Age of Generative AI ↗Elisabeth Kirsten, Jost Große Perdekamp, Qinyuan Wu et al.
  39. Characterizing the Robustness of Black-Box LLM Planners Under Perturbed Observations with Adaptive Stress Testing ↗Neeloy Chakraborty, John Pohovey, Melkior Ornik et al.
  40. CheMM-R1: Enhancing Chemical Structure Recognition and Elucidation with Reasoning Multimodal Large Language Models ↗Liting Huang, Zhihao Zhang, Shoujin Wang
  41. ChemVLR: Prioritizing Reasoning in Perception for Chemical Vision-Language Understanding ↗Xuanle Zhao, Xinyuan Cai, Xiang Cheng et al.
  42. ChildEval:WHEN LARGE LANGUAGE MODELS MEET CHILDREN'S PERSONALITIES ↗Yanyan Luo, Xue Han, Chunxu Zhao et al.
  43. ChildTalk: A Multi-Dialect Chinese Child Speech Corpus with Full-Length Child–Caregiver Conversations for Speech RecognitionJiaming Zhou, Yujie Guo, Shiwan Zhao et al.our summary
  44. Chimera: Compositional Jailbreak Attacks on LLMs via Judgment-Driven Search over Heterogeneous Strategies ↗Leo Hyun Park, Juwon Cho, Gyuhwan Kim et al.
  45. Chinese Court Simulation with LLM-Based Agents System ↗Kaiyuan Zhang, Jiaqi Li, Yueyue Wu et al.
  46. Chinese Live-Streaming E-Commerce Morph Resolution: Datasets and Methods ↗Jipeng Qiang, Jiahao Zhu, Yi Zhu et al.
  47. Choose Your Lens: Multi-Perspective Value Alignment of Chain-of-Thought Reasoning ↗Gejian Zhao, Hanzhou Wu, Xinpeng Zhang
  48. Chronos: Learning Temporal Dynamics of Reasoning Chains for Test-Time Scaling ↗Kai Zhang, Jiayi Liao, Chengpeng Li et al.
  49. ChunQiuTR: Time-Keyed Temporal Retrieval in Classical Chinese Annals ↗Yihao Wang, Zijian He, Jie Ren et al.
  50. CircuitSynth: Reliable Synthetic Data Generation ↗Zehua Cheng, Wei Dai, Jiahao Sun et al.
  51. ClimAgent: LLM as Agents for Autonomous Open-ended Climate Science Analysis ↗Hao Wang, Jindong Han, Wei Fan et al.
  52. ClimateCause: Complex and Implicit Causal Structures in Climate Reports ↗Liesbeth Allein, Nataly Pineda-Castañeda, Andrea Rocci et al.
  53. ClinAlign: Scaling Healthcare Alignment from Clinician Preference ↗Shiwei Lyu, Xidong Wang, Hao Zhu et al.
  54. CliniCAST: Benchmarking Acoustic Grounding and Text Dominance in Medical Triage ↗Kyusik Kim, Hyunwoo Yoo, Jaehoon Choi et al.
  55. ClinicalMC: A Benchmark for Multi-Course Clinical Decision-Making with Large Language Models ↗Ruihui Hou, Siyi Zhu, Ziyue Huai et al.
  56. Clustered Self-Assessment: A Simple yet Effective Method for Uncertainty Quantification in Large Language Models ↗Qi Cao, Takeshi Kojima, Andrew Gambardella et al.
  57. CoDA: Restoring Contextual Dominance via Copy-Encouraged Attention Intervention for Mitigating RAG Hallucinations ↗JinWei Shi, Qizhuo Xie, Qianzi Hou et al.
  58. CoMoL: Efficient Mixture of LoRA Experts via Dynamic Core Space Merging ↗Jie Cao, Zhenxuan Fan, Zhuonan Wang et al.
  59. CoPA: Benchmarking Personalized Question Answering with Data-Informed Cognitive Factors ↗Hang Su, Zequn Liu, Chen Hu et al.
  60. CoT-Edit: Reinforcement Learning of Chain-of-Thought Reasoning for Code Edit Suggestion ↗Wuya Chen, Yihao Yang, Yue Lin
  61. CoTEvol: Self-Evolving Chain-of-Thoughts for Data Synthesis in Mathematical Reasoning ↗Zhuo Wang, Zhuo Zhang, Yafu Li et al.
  62. CoTJudger: A Graph-Driven Framework for Automatic Evaluation of Chain-of-Thought Efficiency and Redundancy in LRMs ↗Siyi Li, Jiajun Shi, Shiwen Ni et al.
  63. CoTrust: Privacy-Preserving Collaboration Between Large and Small Language Models in Trusted Execution Environments ↗Zhenya Ma, Tingyi Wang, Yongheng Deng et al.
  64. Coarse-to-Fine Multimodal Information Selection for Video Speaking Style Recognition with Large Language Models ↗Beibei Zhang, Yanan Lu, Lin Fen et al.
  65. CobwebTM: Probabilistic Concept Formation for Lifelong and Hierarchical Topic Modeling ↗Karthik Singaravadivelan, Anant Gupta, Zekun Wang et al.
  66. Code over Words: Overcoming Semantic Inertia via Code-Grounded Reasoning ↗Manjie Xu, Isabella Yin, Xinyi Tu et al.
  67. CodeBind: Decoupled Representation Learning for Multimodal Alignment with Unified Compositional Codebook ↗Zeyu Chen, Jie Li, Kai Han
  68. CodeContests-O: Powering LLMs via Feedback-Driven Iterative Test Case Generation ↗Jianfeng Cai, Jinhua Zhu, Ruopei Sun et al.
  69. CodeGuard: Improving LLM Guardrails in CS Education ↗Nishat Raihan, Noah Erdachew, Jayoti Devi et al.
  70. CodeMEM: AST-Guided Adaptive Memory for Repository-Level Iterative Code Generation ↗Peiding Wang, Li Zhang, Fang Liu et al.
  71. CodeRM-NT: Reward Model for Code RL without Unit Tests ↗Xiao Xia, Dan Zhang, Tianrui Sun
  72. CodeRise: Bootstrapping LLMs for Ultra Low-Resource Programming Languages via Progressive Self-Refinement Curriculum ↗Tengfei Wen, Xuanang Chen, Ben He et al.
  73. CodeScout: Contextual Problem Statement Enhancement for Software Agents ↗Manan Suri, Xiangci Li, Mehdi Shojaie et al.
  74. Coding Agents with Multimodal Browsing are Generalist Problem Solvers ↗Aditya Bharat Soni, Boxuan Li, Xingyao Wang et al.
  75. CogBench: Benchmarking Cognitive Alignment of Large Language Models in Educational Question Answering ↗Tong Lu, Zhichun Wang, Yuanhao Sun et al.
  76. CogEmp:A Cognitive Empathy-Oriented Dialogue System for Structured Psychological Counseling ↗Yiguo Deng, Xia Lei, Yuan Zhang et al.
  77. CogGen: A Cognitively Inspired Recursive Framework for Deep Research Report Generation ↗Kuo Tian, Pengfei Sun, Zhen Wu et al.
  78. CogNet-KG: Empowering Tutoring Dialogues with a Cognitively-Structured Knowledge Graph for STEM Learning ↗Ding Yu, Yu Lu, Tengju Li et al.
  79. Cogito: A Cognitive Agentic Framework Driven by Dynamic Graph of Thoughts for Financial Report Generation ↗Chen Lifan, Wei Ding, Jingwen Yang et al.
  80. Cognitive Analysis Graph-Guided Multi-Turn Safety Enhancement for Large Language Models ↗Lanxue Zhang, Yuqiang Xie, Fang Fang et al.
  81. Cognitive-Uncertainty Guided Knowledge Distillation for Accurate Classification of Student Misconceptions ↗Qirui Liu, Hao Chen, Weijie Shi et al.
  82. CollabCoder: Plan-Code Co-Evolution via Collaborative Decision-Making for Efficient Code Generation ↗Duy Tung Doan, Quang Huy Phung, Dzung Nguyen et al.
  83. Colorful Talks with Graphs: Human-Interpretable Graph Encodings for Large Language Models ↗Angelo Zangari, Peyman Baghershahi, Sourav Medya
  84. ComfyFlow: Benchmarking LLMs for AIGC Workflow Generation ↗Zhenran Xu, Yiyu Wang, Yunxin Li et al.
  85. ComicVQA: A Benchmark for Visual Reasoning in Multimodal LLMs ↗Esther Gan, Hannah Brown, David Herel et al.
  86. Commonsense Knowledge with Negation: A Resource to Enhance Negation Understanding ↗Zijie Wang, MohammadHossein Rezaei, Farzana Rashid et al.
  87. Compact Example-Based Explanations for Language Models ↗Loris Schoenegger, Benjamin Roth
  88. Compartmentalised Agentic Reasoning for Clinical NLI ↗Mael Jullien, Andre Freitas, Marco Valentino et al.
  89. CompassLLM: A Multi-Agent Approach toward Geo-Spatial Reasoning for Popular Path Query ↗Md. Nazmul Islam Ananto, Shamit Fatin, Mohammed Eunus Ali et al.
  90. Completely Modular Fine-tuning for Dynamic Language Adaptation ↗Zhe Cao, Yusuke Oda, Qianying Liu et al.
  91. Complexity-aware fine-tuning ↗Andrey Goncharov, Daniil Vyazhev, Petr Sychev et al.
  92. Compositional Reasoning via Joint Image and Language Decomposition ↗Dwip Dalal, Madhav Kanda, Zhenhailong Wang et al.
  93. Comprehensive Benchmarking of Long-Form Speech Generation in Diverse Scenarios ↗Changhao Pan, Rui Yang, Han Wang et al.
  94. Comprehensive Study of Bilingual and Multi-category Instruction Pre-training ↗Takashi Kodama, Yusuke Oda
  95. Comprehensiveness Metrics for Automatic Evaluation of Factual Recall in Text Generation ↗Adam Dejl, James Barry, Alessandra Pascale et al.
  96. Computational Narrative Understanding for Expressive Text-to-Speech ↗Gaspard Michel, Elena V. Epure, Christophe Cerisara
  97. ConMA : Confidence-Guided Kernel Sampling with Multi-Stage Aggregation for LLM Reasoning ↗Yinuo Wang, Qingjie Li, Wenyao Cui et al.
  98. ConRAS: Contrastive In-context Learning Framework for Retrieval-Augmented Summarization ↗Juseon Do, Sungwoo Han, Jingun Kwon et al.
  99. ConSensus: Multi-Agent Collaboration for Multimodal Sensing ↗Hyungjun Yoon, Mohammad Malekzadeh, Sung-Ju Lee et al.
  100. ConVerse: Benchmarking Contextual Safety in Agent-to-Agent Conversations ↗Amr Gomaa, Ahmed Salem, Sahar Abdelnabi

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