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

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

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  1. Self-Evolving Multi-Agent Systems via Textual Backpropagation ↗Xiaowen Ma, Yunpu Ma, Chenyang Lin et al.2 citations
  2. Stay Focused: Problem Drift in Multi-Agent Debate ↗Jonas Becker, Lars Benedikt Kaesberg, Andreas Stephan et al.2 citations
  3. TechING: Towards Real World Technical Image Understanding via VLMs ↗Tafazzul Nadeem, Bhavik Shangari, Manish Rai et al.2 citations
  4. Test-time Corpus Feedback: From Retrieval to RAG ↗Mandeep Rathee, Venktesh V, Sean MacAvaney et al.2 citations
  5. The Sparse Frontier: Sparse Attention Trade-offs in Transformer LLMs ↗Piotr Nawrot, Jianing Li, Renjie Huang et al.2 citations
  6. The Unintended Trade-off of AI Alignment: Balancing Hallucination Mitigation and Safety in LLMs ↗Omar Mahmoud, Ali Khalil, Thommen George Karimpanal et al.2 citations
  7. ThinkNote: Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist Cognition Modeling ↗Zhipeng Xu, Zhenghao Liu, Yukun Yan et al.2 citations
  8. Time-RA: Towards Time Series Reasoning for Anomaly Diagnosis with LLM Feedback ↗Yiyuan Yang, Zichuan Liu, Lei Song et al.2 citations
  9. ToolGate: Contract-Grounded and Verified Tool Execution for LLMs ↗Yanming Liu, Xinyue Peng, Jiannan Cao et al.2 citations
  10. ToolSafe: Enhancing Tool Invocation Safety of LLM-based agents via Proactive Step-level Guardrail and Feedback ↗Yutao Mou, Zhangchi Xue, Lijun Li et al.2 citations
  11. TopoDIM: One-shot Topology Generation of Diverse Interaction Modes for Multi-Agent Systems ↗Rui Sun, Jie Ding, Chenghua Gong et al.2 citations
  12. TwinVoice: A Multi-dimensional Benchmark Towards Digital Twins via LLM Persona Simulation ↗Bangde Du, Minghao Guo, Songming He et al.2 citations
  13. V-MAGE: A Game Evaluation Framework for Assessing Vision-Centric Capabilities in Multimodal Large Language Models ↗Xiangxi Zheng, Linjie Li, Zhengyuan Yang et al.2 citations
  14. What Prompts Don't Say: Understanding and Managing Underspecification in LLM Prompts ↗Chenyang Yang, Yike Shi, Qianou Ma et al.2 citations
  15. Which Works Best for Vietnamese? A Practical Study of Information Retrieval Methods across Domains ↗Long S. T. Nguyen, Tho T. Quan2 citations
  16. A3: Android Agent Arena for Mobile GUI Agents with Essential-State Procedural Evaluation ↗Yuxiang Chai, Shunye Tang, Han Xiao et al.1 citation
  17. AI, Take the Wheel: What Drives Delegation and Trust in Human–Computer Cooperative Question Answering? ↗Maharshi Gor, Yoo Yeon Sung, Yu Hou et al.1 citation
  18. ATOM: AdapTive and OptiMized dynamic temporal knowledge graph construction using LLMs ↗Yassir Lairgi, Ludovic Moncla, Khalid Benabdeslem et al.1 citation
  19. Abstain-R1: Calibrated Abstention and Post-Refusal Clarification via Verifiable RL ↗Haotian Zhai, Jingcheng Liang, Dongyeop Kang1 citation
  20. Agentic Verification for Ambiguous Query Disambiguation ↗Youngwon Lee, Seung-won Hwang, Ruofan Wu et al.1 citation
  21. AgenticEval: Toward Agentic and Self-Evolving Safety Evaluation of Large Language Models ↗Yixu Wang, Xin Wang, Yang Yao et al.1 citation
  22. AgenticRAGTracer: A Hop-Aware Benchmark for Diagnosing Multi-Step Retrieval Reasoning in Agentic RAG ↗Qijie You, Wenkai Yu, Hao Liang et al.1 citation
  23. AlphaQuanter: An End-to-End Tool-Augmented Agentic Reinforcement Learning Framework for Stock Trading ↗Zheye Deng, Weixiang Yan, Changlong Yu et al.1 citation
  24. AnyGraph: Graph Foundation Model in the Wild ↗Lianghao Xia, Chao Huang1 citation
  25. ArgBench: Benchmarking LLMs on Computational Argumentation Tasks ↗Yamen Ajjour, Carlotta Quensel, Nedim Lipka et al.1 citation
  26. AutoVecCoder: Teaching LLMs to Generate Explicitly Vectorized Code ↗ShangZhan Li, Xinyu Yin, Xuanyu Jin et al.1 citation
  27. Automated Knowledge Component Generation and Interpretable Knowledge Tracing in Coding Problems ↗Zhangqi Duan, Nigel Fernandez, Arun Balajiee Lekshmi Narayanan et al.1 citation
  28. Autoregressive Semantic Visual Reconstruction Helps VLMs Understand Better ↗Dianyi Wang, Wei Song, Yikun Wang et al.1 citation
  29. BOLT: Benchmarking Open-World Learning for Text Classification ↗Chuan Qin, Xi Chen, Jinpeng Li et al.1 citation
  30. BackdoorAgent: A Unified Framework for Backdoor Attacks on LLM-based Agents ↗Yunhao Feng, Yige Li, Yutao Wu et al.1 citation
  31. Be Your Own Red Teamer: Safety Alignment via Self-Play and Reflective Experience Replay ↗Hao Wang, Yanting Wang, Hao Li et al.1 citation
  32. Behavior-Aware Item Modeling via Dynamic Procedural Solution Representations for Knowledge Tracing ↗Jun Seo, Sangwon Ryu, Heejin Do et al.1 citation
  33. Behavioral Consistency Validation for LLM Agents: An Analysis of Trading-Style Switching through Stock-Market Simulation ↗Zeping Li, Guancheng Wan, Keyang Chen et al.1 citation
  34. Benchmarking LLMs on Authentic Cases from Medical Journals ↗Wanlong Liu, Junying Chen, Yunjin Yang et al.1 citation
  35. Benchmarking the Energy Savings with Speculative Decoding Strategies ↗Rohit Dutta, Paramita Koley, Soham Poddar et al.1 citation
  36. Better Call CLAUSE: A Discrepancy Benchmark for Auditing LLMs Legal Reasoning Capabilities ↗Manan Roy Choudhury, Adithya Chandramouli, Mannan Anand et al.1 citation
  37. Beyond Fixed Psychological Personas: State Beats Trait, but Language Models are State-Blind ↗Tamunotonye Harry, Ivoline C. Ngong, Chima Nweke et al.1 citation
  38. Beyond Surface-Level Pattern Trap: LLM Agents for Faster and Smarter Cross-Architecture Code Migration ↗Weijia Li, KE Gao, Pengfei Chen et al.1 citation
  39. Beyond Token Length: Step Pruner for Efficient and Accurate Reasoning in Large Language Models ↗Canhui Wu, Qiong Cao, Chang Li et al.1 citation
  40. Beyond `Aha!': Toward Systematic Meta-Abilities Alignment in Large Reasoning Models ↗Zhiyuan Hu, Yibo Wang, Hanze Dong et al.1 citation
  41. Beyond the Individual: Virtualizing Multi-Disciplinary Reasoning for Clinical Intake via Collaborative Agents ↗Huangwei Chen, Wu Li, Junhao Jia et al.1 citation
  42. Bias in the Ear of the Listener: Assessing Sensitivity in Audio Language Models Across Linguistic, Demographic, and Positional Variations ↗Sheng-Lun Wei, Yu-Ling Liao, Yen-Hua Chang et al.1 citation
  43. Bridging the Pose-Semantic Gap: A Cascade Framework for Text-Based Person Anomaly Search ↗Zequn Xie, Guijin Luo, Chuxin Wang et al.1 citation
  44. CGBridge: Bridging Code Graphs and Large Language Models for Better Structure-Aware Code Understanding ↗Zeqi Chen, Zhaoyang Chu, Yi Gui et al.1 citation
  45. COMMUNITYNOTES: A Dataset for Exploring the Helpfulness of Fact-Checking Explanations ↗Rui Xing, Preslav Nakov, Timothy Baldwin et al.1 citation
  46. CORBA: Contagious Recursive Blocking Attacks on Multi-Agent Systems Based on Large Language Models ↗Zhenhong Zhou, Zherui Li, Jie Zhang et al.1 citation
  47. CaTS-Bench: Can Language Models Describe Time Series? ↗Luca Zhou, Pratham Yashwante, Marshall Fisher et al.1 citation
  48. Can LLMs Compress (and Decompress)? Evaluating Code Understanding and Execution via Invertibility ↗Nickil Maveli, Antonio Vergari, Shay B Cohen1 citation
  49. Can LLMs See Without Pixels? Benchmarking Spatial Intelligence from Textual Descriptions ↗Zhongbin Guo, Zhen Yang, Yushan Li et al.1 citation
  50. Can LLMs Understand the Impact of Trauma? Costs and Benefits of LLMs Coding the Interviews of Firearm Violence Survivors ↗Jessica H Zhu, Shayla Stringfield, Vahe Zaprosyan et al.1 citation
  51. CoGR-MoE: Concept-Guided Expert Routing with Consistent Selection and Flexible Reasoning for Visual Question Answering ↗Xiyin Zeng, Yi Lu, Hao Wang1 citation
  52. CoRE: A Fine-Grained Code Reasoning Benchmark Beyond Output Prediction ↗Jun Gao, Yun Peng, Qian Qiao et al.1 citation
  53. Code Reffix: A Benchmark for Reflection-Guided Code Repair with Large Language Models ↗Zaiyuan Di, Jianting Chen, Yunxiao Yang et al.1 citation
  54. Code-Switching Information Retrieval: Benchmarks, Analysis, and the Limits of Current Retrievers ↗Qingcheng Zeng, Yuheng Lu, Zeqi Zhou et al.1 citation
  55. Collaborative Multi-Agent Scripts Generation for Enhancing Imperfect-Information Reasoning in Murder Mystery Games ↗Keyang Zhong, Junlin Xie, Hefeng Wu et al.1 citation
  56. ComfyUI-R1: Exploring Reasoning Models for Workflow Generation ↗Zhenran Xu, Yiyu Wang, Xue Yang et al.1 citation
  57. Confidence over Time: Confidence Calibration with Temporal Logic for Large Language Model Reasoning ↗Zhenjiang Mao, Anirudhh Venkat, Artem Bisliouk et al.1 citation
  58. Context-Fidelity Boosting: Enhancing Faithful Generation through Watermark-Inspired Decoding ↗Weixu Zhang, Fanghua Ye, Qiang Gao et al.1 citation
  59. Context-attended Adversarial Reinforcement Learning for Robust Multi-step Retrieval Augmented Generation ↗Yingtao Ren, Xiao Luo, Yu-Cheng Chang et al.1 citation
  60. Counterfactual Fairness Evaluation of LLM-Based Contact Center Agent Quality Assurance System ↗Kawin Mayilvaghanan, Siddhant Gupta, Ayush Kumar1 citation
  61. CrisiText: A dataset of warning messages for LLM training in emergency communication ↗Giacomo Gonella, Gian Maria Campedelli, Stefano Menini et al.1 citation
  62. Cross-Cultural Transfer of Emoji Semantics and Sentiment in Financial Social Media ↗Ahmed Mahrous, Roberto Di Pietro1 citation
  63. Cross-lingual Matryoshka Representation Learning across Speech and Text ↗Yaya SY, Dioula Doucouré, Christophe Cerisara et al.1 citation
  64. DEAR: Distributional Error-Aware Reliability for Robust Multimodal Sentiment Analysis with Missing Modalities ↗Shihao Zou, Wei Wei, Yongshuo Zhang1 citation
  65. DF-RAG: Query-Aware Diversity for Retrieval-Augmented Generation ↗Saadat Hasan Khan, Spencer Hong, Jingyu Wu et al.1 citation
  66. DRAGON: Domain-specific Robust Automatic Data Generation for RAG Optimization ↗Haiyang Shen, Hang Yan, Zhongshi Xing et al.1 citation
  67. DUSK: Do Not Unlearn Shared Knowledge ↗Wonje Jeung, Sangyeon Yoon, Hyesoo Hong et al.1 citation
  68. Data-Centric Perspectives on Agentic Retrieval-Augmented Generation: A Survey ↗Jingwen Deng, Jihao Huang, Zhen Hao Wong et al.1 citation
  69. DataSage: Multi-agent Collaboration for Insight Discovery with External Knowledge Retrieval, Multi-role Debating, and Multi-path Reasoning ↗Xiaochuan Liu, Yuanfeng Song, Xiaoming Yin et al.1 citation
  70. Debate to Align: Reliable Entity Alignment through Two-Stage Multi-Agent Debate ↗Cunda Wang, Ziying Ma, Po Hu et al.1 citation
  71. DebateQA: Evaluating Question Answering on Debatable Knowledge ↗Rongwu Xu, Xuan Qi, Zehan Qi et al.1 citation
  72. DemMA: Dementia Multi-Turn Dialogue Agent with Expert-Guided Reasoning and Action Simulation ↗Yutong Song, Jiang Wu, Kazi Shaharair Sharif et al.1 citation
  73. DentalGPT: Incentivizing Multimodal Reasoning in Dentistry ↗Zhenyang Cai, Jiaming Zhang, Junjie Zhao et al.1 citation
  74. Detecting Hallucinations in Retrieval-Augmented Generation via Semantic-level Internal Reasoning Graph ↗Jianpeng Hu, Yanzeng Li, Jialun Zhong et al.1 citation
  75. Dialectic-Med: Mitigating Diagnostic Hallucinations via Counterfactual Adversarial Multi-Agent Debate ↗Zhixiang Lu, Jionglong Su1 citation
  76. Differentially Private Synthetic Text Generation for Retrieval-Augmented Generation (RAG) ↗Junki Mori, Kazuya Kakizaki, Taiki Miyagawa et al.1 citation
  77. DiffuSpec: Unlocking Diffusion Language Models for Speculative Decoding ↗Guanghao Li, Zhihui Fu, Min Fang et al.1 citation
  78. Disambiguation-Centric Finetuning Makes Enterprise Tool-Calling LLMs More Realistic and Less Risky ↗Ashutosh Hathidara, Julien Yu, Sebastian Schreiber1 citation
  79. Discovering the Gems in Early Layers: Accelerating Long-Context LLMs with 1000x Input Token Reduction ↗Zhenmei Shi, Yifei Ming, Xuan-Phi Nguyen et al.1 citation
  80. Distorted or Fabricated? A Survey on Hallucination in Video LLMs ↗Yiyang Huang, Yitian Zhang, Yizhou Wang et al.1 citation
  81. Do Personality Traits Interfere? Geometric Limitations of Steering in Large Language Models ↗Pranav Bhandari, Usman Naseem, Mehwish Nasim1 citation
  82. DraDDP: A Multimodal Multi-Party Dialogue Discourse Parsing Dataset ↗Shannan Liu, Peifeng Li, Yaxin Fan et al.1 citation
  83. DuFFin: A Dual-Level Fingerprinting Framework for LLMs IP Protection ↗Yuliang Yan, Haochun Tang, Shuo Yan et al.1 citation
  84. Dynamic Sampling that Adapts: Self-Aware Iterative Data Persistent Optimization for Mathematical Reasoning ↗Jun Rao, Xuebo Liu, Hexuan Deng et al.1 citation
  85. EDU-CIRCUIT-HW: Evaluating Multimodal Large Language Models on Real-World University-Level STEM Student Handwritten Solutions ↗Weiyu Sun, Liangliang Chen, Yongnuo Cai et al.1 citation
  86. Efficient Inference for Large Vision-Language Models: Bottlenecks, Techniques, and Prospects ↗Jun Zhang, Yicheng Ji, Feiyang Ren et al.1 citation
  87. Eliminating Out-of-Domain Recommendations in LLM-based Recommender Systems: A Unified View ↗Hao Liao, Jiwei Zhang, Jianxun Lian et al.1 citation
  88. ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection ↗Yibo Yan, Shen Wang, Jiahao Huo et al.1 citation
  89. Evaluating Sparse Autoencoders for Monosemantic Representation ↗Moghis Fereidouni, Muhammad Umair Haider, Peizhong Ju et al.1 citation
  90. Exploring Graph Learning Tasks with Pure LLMs: A Comprehensive Benchmark and Investigation ↗Yuxiang Wang, Xinnan Dai, Wenqi Fan et al.1 citation
  91. Exposing Privacy Risks in Graph Retrieval-Augmented Generation ↗Jiale Liu, Jiahao Zhang, Suhang Wang1 citation
  92. FLOP-Efficient Training: Early Stopping Based on Test-Time Compute Awareness ↗Hossam Amer, Maryam Dialameh, Hossein Rajabzadeh et al.1 citation
  93. Failure makes the agent stronger: Enhancing Accuracy through Structured Reflection for Reliable Tool Interactions ↗Junhao Su, Yuanliang Wan, Junwei Yang et al.1 citation
  94. Fairness Evaluation and Inference Level Mitigation in LLMs ↗Afrozah Nadeem, Mark Dras, Usman Naseem1 citation
  95. FastKV: Decoupling of Context Reduction and KV Cache Compression for Prefill-Decoding Acceleration ↗Dongwon Jo, Jiwon Song, Yulhwa Kim et al.1 citation
  96. FeedEval: Pedagogically Aligned Evaluation of LLM-Generated Essay Feedback ↗SeongYeub Chu, Jongwoo Kim, Mun Yong Yi1 citation
  97. Feedback-Driven Tool-Use Improvements in Large Language Models via Automated Build Environments ↗Junjie Ye, Changhao Jiang, Zhengyin Du et al.1 citation
  98. FinCARDS: Card-Based Analyst Reranking for Financial Document Question Answering ↗Yixi Zhou, Fan Zhang, YU Chen et al.1 citation
  99. Finch: Benchmarking Finance & Accounting across Spreadsheet-Centric Enterprise Workflows ↗Haoyu Dong, Pengkun Zhang, Yan Gao et al.1 citation
  100. Foundations of LLM Knowledge Materialization: Termination, Reproducibility, Robustness ↗Luca Giordano, Simon Razniewski1 citation

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