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Findings of the Association for Computational Linguistics 2025: all accepted papers

3,414 papers · page 4 of 35 · the most cited first · ← Findings of the Association for Computational Linguistics 2025

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  1. Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization ↗Yuhan Fu, Ruobing Xie, Xingwu Sun et al.6 citations
  2. Multi-Agent Collaboration via Cross-Team Orchestration ↗Zhuoyun Du, Chen Qian, Wei Liu et al.6 citations
  3. Multi-Condition Guided Diffusion Network for Multimodal Emotion Recognition in Conversation ↗Wenjin Tian, Xianying Huang, Shihao Zou6 citations
  4. Multi-Stage LLM Fine-Tuning with a Continual Learning Setting ↗Changhao Guan, Chao Huang, Hongliang Li et al.6 citations
  5. Multilingual Blending: Large Language Model Safety Alignment Evaluation with Language Mixture ↗Jiayang Song, Yuheng Huang, Zhehua Zhou et al.6 citations
  6. NavRAG: Generating User Demand Instructions for Embodied Navigation through Retrieval-Augmented LLM ↗Zihan Wang, Yaohui Zhu, Gim Hee Lee et al.6 citations
  7. Obliviate: Neutralizing Task-agnostic Backdoors within the Parameter-efficient Fine-tuning Paradigm ↗Jaehan Kim, Minkyoo Song, Seung Ho Na et al.6 citations
  8. ProMind-LLM: Proactive Mental Health Care via Causal Reasoning with Sensor Data ↗Xinzhe Zheng, Sijie Ji, Jiawei Sun et al.6 citations
  9. Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents ↗Ivoline C. Ngong, Swanand Ravindra Kadhe, Hao Wang et al.6 citations
  10. QuaLLM: An LLM-based Framework to Extract Quantitative Insights from Online Forums ↗Varun Nagaraj Rao, Eesha Agarwal, Samantha Dalal et al.6 citations
  11. QuantAgents: Towards Multi-agent Financial System via Simulated Trading ↗Xiangyu Li, Yawen Zeng, Xiaofen Xing et al.6 citations
  12. READoc: A Unified Benchmark for Realistic Document Structured Extraction ↗Zichao Li, Aizier Abulaiti, Yaojie Lu et al.6 citations
  13. Re-TASK: Revisiting LLM Tasks from Capability, Skill, and Knowledge Perspectives ↗Zhihu Wang, Shiwan Zhao, Yu Wang et al.6 citations
  14. RePD: Defending Jailbreak Attack through a Retrieval-based Prompt Decomposition Process ↗Peiran Wang, Xiaogeng Liu, Chaowei Xiao6 citations
  15. Retrieval Models Aren't Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models ↗Zhengliang Shi, Yuhan Wang, Lingyong Yan et al.6 citations
  16. SEK: Self-Explained Keywords Empower Large Language Models for Code Generation ↗Lishui Fan, Mouxiang Chen, Zhongxin Liu6 citations
  17. Safety in Large Reasoning Models: A Survey ↗Cheng Wang, Yue Liu, Baolong Bi et al.6 citations
  18. SimSMoE: Toward Efficient Training Mixture of Experts via Solving Representational Collapse ↗Giang Do, Hung Le, Truyen Tran6 citations
  19. Social Bias Evaluation for Large Language Models Requires Prompt Variations ↗Rem Hida, Masahiro Kaneko, Naoaki Okazaki6 citations
  20. TACO-RL: Task Aware Prompt Compression Optimization with Reinforcement Learning ↗Shivam Shandilya, Menglin Xia, Supriyo Ghosh et al.6 citations
  21. TRATES: Trait-Specific Rubric-Assisted Cross-Prompt Essay Scoring ↗Sohaila Eltanbouly, Salam Albatarni, Tamer Elsayed6 citations
  22. TUBA: Cross-Lingual Transferability of Backdoor Attacks in LLMs with Instruction Tuning ↗Xuanli He, Jun Wang, Qiongkai Xu et al.6 citations
  23. Taxonomizing Representational Harms using Speech Act Theory ↗Emily Corvi, Hannah Washington, Stefanie Reed et al.6 citations
  24. Temporal Working Memory: Query-Guided Segment Refinement for Enhanced Multimodal Understanding ↗Xingjian Diao, Chunhui Zhang, Weiyi Wu et al.6 citations
  25. Test-time Backdoor Mitigation for Black-Box Large Language Models with Defensive Demonstrations ↗Wenjie Jacky Mo, Jiashu Xu, Qin Liu et al.6 citations
  26. The Impact of Large Language Models in Academia: from Writing to Speaking ↗Mingmeng Geng, Caixi Chen, Yanru Wu et al.6 citations
  27. The Law of Knowledge Overshadowing: Towards Understanding, Predicting and Preventing LLM Hallucination ↗Yuji Zhang, Sha Li, Cheng Qian et al.6 citations
  28. Towards Explainable Temporal Reasoning in Large Language Models: A Structure-Aware Generative Framework ↗Zihao Jiang, Ben Liu, Miao Peng et al.6 citations
  29. UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models ↗Yuzhe Yang, Yifei Zhang, Yan Hu et al.6 citations
  30. Unmasking Database Vulnerabilities: Zero-Knowledge Schema Inference Attacks in Text-to-SQL Systems ↗Đorđe Klisura, Anthony Rios6 citations
  31. VLind-Bench: Measuring Language Priors in Large Vision-Language Models ↗Kang-il Lee, Minbeom Kim, Seunghyun Yoon et al.6 citations
  32. WMT24++: Expanding the Language Coverage of WMT24 to 55 Languages & DialectsDaniel Deutsch, Eleftheria Briakou, Isaac Rayburn Caswell et al.6 citations · our summary
  33. mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data ↗Haonan Chen, Liang Wang, Nan Yang et al.6 citations
  34. polyBART: A Chemical Linguist for Polymer Property Prediction and Generative Design ↗Anagha Savit, Harikrishna Sahu, Shivank S. Shukla et al.6 citations
  35. A Survey on LLMs for Story Generation ↗Maria Teleki, Vedangi Bengali, Xiangjue Dong et al.5 citations
  36. AceMath: Advancing Frontier Math Reasoning with Post-Training and Reward Modeling ↗Zihan Liu, Yang Chen, Mohammad Shoeybi et al.5 citations
  37. Adaptive Schema-aware Event Extraction with Retrieval-Augmented Generation ↗Sheng Liang, Hang Lv, Zhihao Wen et al.5 citations
  38. Agent Trading Arena: A Study on Numerical Understanding in LLM-Based Agents ↗Tianmi Ma, Jiawei Du, Wenxin Huang et al.5 citations
  39. Argus: Benchmarking and Enhancing Vision-Language Models for 3D Radiology Report Generation ↗Che Liu, Zhongwei Wan, Yuqi Wang et al.5 citations
  40. Assessing LLMs for Zero-shot Abstractive Summarization Through the Lens of Relevance Paraphrasing ↗Hadi Askari, Anshuman Chhabra, Muhao Chen et al.5 citations
  41. Autoformalizing Natural Language to First-Order Logic: A Case Study in Logical Fallacy Detection ↗Abhinav Lalwani, Tasha Kim, Lovish Chopra et al.5 citations
  42. Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation ↗Yingfeng Luo, Tong Zheng, Yongyu Mu et al.5 citations
  43. BriefMe: A Legal NLP Benchmark for Assisting with Legal Briefs ↗Jesse Woo, Fateme Hashemi Chaleshtori, Ana Marasovic et al.5 citations
  44. CODEMENV: Benchmarking Large Language Models on Code Migration ↗Keyuan Cheng, Xudong Shen, Yihao Yang et al.5 citations
  45. CSC-SQL: Corrective Self-Consistency in Text-to-SQL via Reinforcement Learning ↗Lei Sheng, Xu Shuai Shuai5 citations
  46. Can Large Language Models Understand Argument Schemes? ↗Elfia Bezou-Vrakatseli, Oana Cocarascu, Sanjay Modgil5 citations
  47. Challenging the Evaluator: LLM Sycophancy Under User Rebuttal ↗Sung Won Kim, Daniel Khashabi5 citations
  48. ChuLo: Chunk-Level Key Information Representation for Long Document Understanding ↗Yan Li, Caren Han, Yue Dai et al.5 citations
  49. CoDet-M4: Detecting Machine-Generated Code in Multi-Lingual, Multi-Generator and Multi-Domain Settings ↗Daniil Orel, Dilshod Azizov, Preslav Nakov5 citations
  50. Code Like Humans: A Multi-Agent Solution for Medical Coding ↗Andreas Geert Motzfeldt, Joakim Edin, Casper L. Christensen et al.5 citations
  51. Conversational Education at Scale: A Multi-LLM Agent Workflow for Procedural Learning and Pedagogic Quality Assessment ↗Jiahuan Pei, Fanghua Ye, Xin Sun et al.5 citations
  52. Corpus Poisoning via Approximate Greedy Gradient Descent ↗Jinyan Su, Preslav Nakov, Claire Cardie5 citations
  53. DAC: Decomposed Automation Correction for Text-to-SQL ↗Dingzirui Wang, Longxu Dou, Xuanliang Zhang et al.5 citations
  54. DecisionFlow: Advancing Large Language Model as Principled Decision Maker ↗Xiusi Chen, Shanyong Wang, Cheng Qian et al.5 citations
  55. Distill Visual Chart Reasoning Ability from LLMs to MLLMs ↗Wei He, Zhiheng Xi, Wanxu Zhao et al.5 citations
  56. Diversifying the Expert Knowledge for Task-Agnostic Pruning in Sparse Mixture-of-Experts ↗Zeliang Zhang, Xiaodong Liu, Hao Cheng et al.5 citations
  57. Do BERT-Like Bidirectional Models Still Perform Better on Text Classification in the Era of LLMs? ↗Junyan Zhang, Yiming Huang, Shuliang Liu et al.5 citations
  58. Do Large Language Models Align with Core Mental Health Counseling Competencies? ↗Viet Cuong Nguyen, Mohammad Taher, Dongwan Hong et al.5 citations
  59. Does Data Contamination Detection Work (Well) for LLMs? A Survey and Evaluation on Detection Assumptions ↗Yujuan Fu, Ozlem Uzuner, Meliha Yetisgen et al.5 citations
  60. Does Reasoning Introduce Bias? A Study of Social Bias Evaluation and Mitigation in LLM Reasoning ↗Xuyang Wu, Jinming Nian, Ting-Ruen Wei et al.5 citations
  61. DrKGC: Dynamic Subgraph Retrieval-Augmented LLMs for Knowledge Graph Completion across General and Biomedical Domains ↗Yongkang Xiao, Sinian Zhang, Yi Dai et al.5 citations
  62. DynaCode: A Dynamic Complexity-Aware Code Benchmark for Evaluating Large Language Models in Code Generation ↗Wenhao Hu, Jinhao Duan, Chunchen Wei et al.5 citations
  63. DynamicKV: Task-Aware Adaptive KV Cache Compression for Long Context LLMs ↗Xiabin Zhou, Wenbin Wang, Minyan Zeng et al.5 citations
  64. Entropy-based Exploration Conduction for Multi-step Reasoning ↗Jinghan Zhang, Xiting Wang, Fengran Mo et al.5 citations
  65. EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models ↗Jiamin Su, Yibo Yan, Fangteng Fu et al.5 citations
  66. Evaluating NL2SQL via SQL2NL ↗Mohammadtaher Safarzadeh, Afshin Oroojlooyjadid, Dan Roth5 citations
  67. Evaluation of LLMs in Medical Text Summarization: The Role of Vocabulary Adaptation in High OOV Settings ↗Gunjan Balde, Soumyadeep Roy, Mainack Mondal et al.5 citations
  68. Exploring the Vulnerability of the Content Moderation Guardrail in Large Language Models via Intent Manipulation ↗Jun Zhuang, Haibo Jin, Ye Zhang et al.5 citations
  69. FLAG-TRADER: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading ↗Guojun Xiong, Zhiyang Deng, Keyi Wang et al.5 citations
  70. FLEX: A Benchmark for Evaluating Robustness of Fairness in Large Language Models ↗Dahyun Jung, Seungyoon Lee, Hyeonseok Moon et al.5 citations
  71. Federated Data-Efficient Instruction Tuning for Large Language Models ↗Zhen Qin, Zhaomin Wu, Bingsheng He et al.5 citations
  72. From Conversation to Automation: Leveraging LLMs for Problem-Solving Therapy Analysis ↗Elham Aghakhani, Lu Wang, Karla T. Washington et al.5 citations
  73. From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems ↗Zekun Zhou, Xiaocheng Feng, Lei Huang et al.5 citations
  74. GPT-4V Cannot Generate Radiology Reports Yet ↗Yuyang Jiang, Chacha Chen, Dang Nguyen et al.5 citations
  75. GRAMMAR-LLM: Grammar-Constrained Natural Language Generation ↗Gabriele Tuccio, Luana Bulla, Maria Madonia et al.5 citations
  76. GSQ-Tuning: Group-Shared Exponents Integer in Fully Quantized Training for LLMs On-Device Fine-tuning ↗Sifan Zhou, Shuo Wang, Zhihang Yuan et al.5 citations
  77. GaRAGe: A Benchmark with Grounding Annotations for RAG Evaluation ↗Ionut Teodor Sorodoc, Leonardo F. R. Ribeiro, Rexhina Blloshmi et al.5 citations
  78. Grammar-Based Code Representation: Is It a Worthy Pursuit for LLMs? ↗Qingyuan Liang, Zhao Zhang, Zeyu Sun et al.5 citations
  79. GraphICL: Unlocking Graph Learning Potential in LLMs through Structured Prompt Design ↗Yuanfu Sun, Zhengnan Ma, Yi Fang et al.5 citations
  80. HammerBench: Fine-Grained Function-Calling Evaluation in Real Mobile Assistant Scenarios ↗Jun Wang, Jiamu Zhou, Xihuai Wang et al.5 citations
  81. How Does Knowledge Selection Help Retrieval Augmented Generation? ↗Xiangci Li, Jessica Ouyang5 citations
  82. How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM? ↗Sergey Pletenev, Maria Marina, Daniil Moskovskiy et al.5 citations
  83. How to Generalize the Detection of AI-Generated Text: Confounding Neurons ↗Claudio Borile, Carlo Abrate5 citations
  84. Investigating Language Preference of Multilingual RAG Systems ↗Jeonghyun Park, Hwanhee Lee5 citations
  85. Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models ↗Shuliang Liu, Xinze Li, Zhenghao Liu et al.5 citations
  86. KnowCoder-X: Boosting Multilingual Information Extraction via Code ↗Yuxin Zuo, Wenxuan Jiang, Wenxuan Liu et al.5 citations
  87. Knowledge Base Construction for Knowledge-Augmented Text-to-SQL ↗Jinheon Baek, Horst Samulowitz, Oktie Hassanzadeh et al.5 citations
  88. LLMAP: LLM-Assisted Multi-Objective Route Planning with User Preferences ↗Liangqi Yuan, Dong-Jun Han, Christopher Brinton et al.5 citations
  89. LLMsPark: A Benchmark for Evaluating Large Language Models in Strategic Gaming Contexts ↗Junhao Chen, Jingbo Sun, Xiang Li et al.5 citations
  90. LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning ↗Zhibin Lan, Liqiang Niu, Fandong Meng et al.5 citations
  91. LVPruning: An Effective yet Simple Language-Guided Vision Token Pruning Approach for Multi-modal Large Language Models ↗Yizheng Sun, Yanze Xin, Hao Li et al.5 citations
  92. Language-based Valence and Arousal Expressions between the United States and China: a Cross-Cultural Examination ↗Young Min Cho, Dandan Pang, Stuti Thapa et al.5 citations
  93. LawInstruct: A Resource for Studying Language Model Adaptation to the Legal Domain ↗Joel Niklaus, Lucia Zheng, Arya D. McCarthy et al.5 citations
  94. Learning to Select In-Context Demonstration Preferred by Large Language Model ↗Zheng Zhang, Shaocheng Lan, Lei Song et al.5 citations
  95. LoRATK: LoRA Once, Backdoor Everywhere in the Share-and-Play Ecosystem ↗Hongyi Liu, Shaochen Zhong, Xintong Sun et al.5 citations
  96. Long-form Hallucination Detection with Self-elicitation ↗Zihang Liu, Jiawei Guo, Hao Zhang et al.5 citations
  97. M2PA: A Multi-Memory Planning Agent for Open Worlds Inspired by Cognitive Theory ↗Yanfang Zhou, Xiaodong Li, Yuntao Liu et al.5 citations
  98. MAGI: Multi-Agent Guided Interview for Psychiatric Assessment ↗Guanqun Bi, Zhuang Chen, Zhoufu Liu et al.5 citations
  99. MAQA: Evaluating Uncertainty Quantification in LLMs Regarding Data Uncertainty ↗Yongjin Yang, Haneul Yoo, Hwaran Lee5 citations
  100. MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search ↗Yunhai Hu, Yilun Zhao, Chen Zhao et al.5 citations

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