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

3,414 papers · page 2 of 35 · the most cited first · ← Findings of the Association for Computational Linguistics 2025

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  1. Alleviating Hallucinations of Large Language Models through Induced Hallucinations ↗Yue Zhang, Leyang Cui, Wei Bi et al.12 citations
  2. Bridging the Editing Gap in LLMs: FineEdit for Precise and Targeted Text Modifications ↗Yiming Zeng, Wanhao Yu, Zexin Li et al.12 citations
  3. ChatCRS: Incorporating External Knowledge and Goal Guidance for LLM-based Conversational Recommender Systems ↗Chuang Li, Yang Deng, Hengchang Hu et al.12 citations
  4. CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis ↗Junying Chen, Chi Gui, Anningzhe Gao et al.12 citations
  5. Confidence Improves Self-Consistency in LLMs ↗Amir Taubenfeld, Tom Sheffer, Eran Ofek et al.12 citations
  6. From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization ↗Catarina G Belém, Pouya Pezeshkpour, Hayate Iso et al.12 citations
  7. Human and LLM-Based Resume Matching: An Observational Study ↗Swanand Vaishampayan, Hunter Leary, Yoseph Berhanu Alebachew et al.12 citations
  8. KITAB-Bench: A Comprehensive Multi-Domain Benchmark for Arabic OCR and Document Understanding ↗Ahmed Heakl, Muhammad Abdullah Sohail, Mukul Ranjan et al.12 citations
  9. MultiChallenge: A Realistic Multi-Turn Conversation Evaluation Benchmark Challenging to Frontier LLMs ↗Kaustubh Deshpande, Ved Sirdeshmukh, Johannes Baptist Mols et al.12 citations
  10. Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System ↗Weize Chen, Jiarui Yuan, Chen Qian et al.12 citations
  11. Query-Driven Multimodal GraphRAG: Dynamic Local Knowledge Graph Construction for Online Reasoning ↗Chenyang Bu, Guojie Chang, Zihao Chen et al.12 citations
  12. Text Annotation via Inductive Coding: Comparing Human Experts to LLMs in Qualitative Data Analysis ↗Angelina Parfenova, Andreas Marfurt, Jürgen Pfeffer et al.12 citations
  13. Towards Long Context Hallucination Detection ↗Siyi Liu, Kishaloy Halder, Zheng Qi et al.12 citations
  14. A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges ↗Yibo Yan, Jiamin Su, Jianxiang He et al.11 citations
  15. A Survey on Sparse Autoencoders: Interpreting the Internal Mechanisms of Large Language Models ↗Dong Shu, Xuansheng Wu, Haiyan Zhao et al.11 citations
  16. Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language Models ↗Haoyang Li, Xuejia Chen, Zhanchao Xu et al.11 citations
  17. FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs ↗Zengyi Gao, Yukun Cao, Hairu Wang et al.11 citations
  18. GeAR: Graph-enhanced Agent for Retrieval-augmented Generation ↗Zhili Shen, Chenxin Diao, Pavlos Vougiouklis et al.11 citations
  19. MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering ↗Jingqun Tang, Qi Liu, Yongjie Ye et al.11 citations
  20. Plot2Code: A Comprehensive Benchmark for Evaluating Multi-modal Large Language Models in Code Generation from Scientific Plots ↗Chengyue Wu, Zhixuan Liang, Yixiao Ge et al.11 citations
  21. Rating Roulette: Self-Inconsistency in LLM-As-A-Judge Frameworks ↗Rajarshi Haldar, Julia Hockenmaier11 citations
  22. Serial Position Effects of Large Language Models ↗Xiaobo Guo, Soroush Vosoughi11 citations
  23. The Promises and Pitfalls of LLM Annotations in Dataset Labeling: a Case Study on Media Bias Detection ↗Tomáš Horych, Christoph Mandl, Terry Ruas et al.11 citations
  24. Token Pruning in Multimodal Large Language Models: Are We Solving the Right Problem? ↗Zichen Wen, Yifeng Gao, Weijia Li et al.11 citations
  25. AssertionBench: A Benchmark to Evaluate Large-Language Models for Assertion Generation ↗Vaishnavi Pulavarthi, Deeksha Nandal, Soham Dan et al.10 citations
  26. Assessing and Mitigating Medical Knowledge Drift and Conflicts in Large Language Models ↗Weiyi Wu, Xinwen Xu, Chongyang Gao et al.10 citations
  27. Automate Strategy Finding with LLM in Quant Investment ↗Zhizhuo Kou, Holam Yu, Junyu Luo et al.10 citations
  28. CLaMP 2: Multimodal Music Information Retrieval Across 101 Languages Using Large Language Models ↗Shangda Wu, Yashan Wang, Ruibin Yuan et al.10 citations
  29. CONSENSAGENT: Towards Efficient and Effective Consensus in Multi-Agent LLM Interactions Through Sycophancy Mitigation ↗Priya Pitre, Naren Ramakrishnan, Xuan Wang10 citations
  30. Chain-of-Scrutiny: Detecting Backdoor Attacks for Large Language Models ↗Xi Li, Ruofan Mao, Yusen Zhang et al.10 citations
  31. Chain-of-Thought Prompting Obscures Hallucination Cues in Large Language Models: An Empirical Evaluation ↗Jiahao Cheng, Tiancheng Su, Jia Yuan et al.10 citations
  32. CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models ↗Feiyang Li, Peng Fang, Zhan Shi et al.10 citations
  33. CollabStory: Multi-LLM Collaborative Story Generation and Authorship Analysis ↗Saranya Venkatraman, Nafis Irtiza Tripto, Dongwon Lee10 citations
  34. Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics ↗Seungbeen Lee, Seungwon Lim, Seungju Han et al.10 citations
  35. FIRE: Fact-checking with Iterative Retrieval and Verification ↗Zhuohan Xie, Rui Xing, Yuxia Wang et al.10 citations
  36. Human Bias in the Face of AI: Examining Human Judgment Against Text Labeled as AI Generated ↗Tiffany Zhu, Iain Weissburg, Kexun Zhang et al.10 citations
  37. Large Language Models in Bioinformatics: A Survey ↗Zhenyu Wang, Zikang Wang, Jiyue Jiang et al.10 citations
  38. LogRules: Enhancing Log Analysis Capability of Large Language Models through Rules ↗Xin Huang, Ting Zhang, Wen Zhao10 citations
  39. MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration ↗Yucheng Zhou, Lingran Song, Jianbing Shen10 citations
  40. Multi-Agent Autonomous Driving Systems with Large Language Models: A Survey of Recent Advances, Resources, and Future Directions ↗Yaozu Wu, Dongyuan Li, Yankai Chen et al.10 citations
  41. Music for All: Representational Bias and Cross-Cultural Adaptability of Music Generation Models ↗Atharva Mehta, Shivam Chauhan, Amirbek Djanibekov et al.10 citations
  42. Neuro-Symbolic Integration Brings Causal and Reliable Reasoning Proofs ↗Sen Yang, Xin Li, Leyang Cui et al.10 citations
  43. PersonaGym: Evaluating Persona Agents and LLMs ↗Vinay Samuel, Henry Peng Zou, Yue Zhou et al.10 citations
  44. SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution ↗Chengxing Xie, Bowen Li, Chang Gao et al.10 citations
  45. SciAssess: Benchmarking LLM Proficiency in Scientific Literature Analysis ↗Hengxing Cai, Xiaochen Cai, Junhan Chang et al.10 citations
  46. SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation ↗Yuzheng Cai, Zhenyue Guo, YiWen Pei et al.10 citations
  47. The Prompt Makes the Person(a): A Systematic Evaluation of Sociodemographic Persona Prompting for Large Language Models ↗Marlene Lutz, Indira Sen, Georg Ahnert et al.10 citations
  48. Tooling or Not Tooling? The Impact of Tools on Language Agents for Chemistry Problem Solving ↗Botao Yu, Frazier N. Baker, Ziru Chen et al.10 citations
  49. XRAG: Cross-lingual Retrieval-Augmented Generation ↗Wei Liu, Sony Trenous, Leonardo F. R. Ribeiro et al.10 citations
  50. cAST: Enhancing Code Retrieval-Augmented Generation with Structural Chunking via Abstract Syntax Tree ↗Yilin Zhang, Xinran Zhao, Zora Zhiruo Wang et al.10 citations
  51. A Survey of RAG-Reasoning Systems in Large Language Models ↗Yangning Li, Weizhi Zhang, Yuyao Yang et al.9 citations
  52. AD-LLM: Benchmarking Large Language Models for Anomaly Detection ↗Tiankai Yang, Yi Nian, Li Li et al.9 citations
  53. Avoiding Copyright Infringement via Large Language Model Unlearning ↗Guangyao Dou, Zheyuan Liu, Qing Lyu et al.9 citations
  54. DRT: Deep Reasoning Translation via Long Chain-of-Thought ↗Jiaan Wang, Fandong Meng, Yunlong Liang et al.9 citations
  55. Defensive Prompt Patch: A Robust and Generalizable Defense of Large Language Models against Jailbreak Attacks ↗Chen Xiong, Xiangyu Qi, Pin-Yu Chen et al.9 citations
  56. DialogGen: Multi-modal Interactive Dialogue System with Multi-turn Text-Image Generation ↗Minbin Huang, Yanxin Long, Xinchi Deng et al.9 citations
  57. Forgotten Polygons: Multimodal Large Language Models are Shape-Blind ↗William Rudman, Michal Golovanevsky, Amir Bar et al.9 citations
  58. InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model ↗Yuhang Zang, Xiaoyi Dong, Pan Zhang et al.9 citations
  59. Is LLM an Overconfident Judge? Unveiling the Capabilities of LLMs in Detecting Offensive Language with Annotation Disagreement ↗Junyu Lu, Kai Ma, Kaichun Wang et al.9 citations
  60. KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding ↗Zhangchen Xu, Yang Liu, Yueqin Yin et al.9 citations
  61. LLMs for Mathematical Modeling: Towards Bridging the Gap between Natural and Mathematical Languages ↗Xuhan Huang, Qingning Shen, Yan Hu et al.9 citations
  62. Language Repository for Long Video Understanding ↗Kumara Kahatapitiya, Kanchana Ranasinghe, Jongwoo Park et al.9 citations
  63. Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction ↗Maya Kruse, Shiyue Hu, Nicholas Derby et al.9 citations
  64. MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning ↗Zhaopeng Feng, Shaosheng Cao, Jiahan Ren et al.9 citations
  65. MoRE: A Mixture of Low-Rank Experts for Adaptive Multi-Task Learning ↗Dacao Zhang, Kun Zhang, Shimao Chu et al.9 citations
  66. On the Influence of Context Size and Model Choice in Retrieval-Augmented Generation Systems ↗Juraj Vladika, Florian Matthes9 citations
  67. PersonaLens: A Benchmark for Personalization Evaluation in Conversational AI Assistants ↗Zheng Zhao, Clara Vania, Subhradeep Kayal et al.9 citations
  68. RGAR: Recurrence Generation-augmented Retrieval for Factual-aware Medical Question Answering ↗Sichu Liang, Linhai Zhang, Hongyu Zhu et al.9 citations
  69. Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking ↗Yunyi Zhang, Ruozhen Yang, Siqi Jiao et al.9 citations
  70. Smart-Searcher: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning ↗Huatong Song, Jinhao Jiang, Wenqing Tian et al.9 citations
  71. Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA ↗Qianqi Yan, Xuehai He, Xiang Yue et al.9 citations
  72. $SusGen-GPT$: A Data-Centric LLM for Financial NLP and Sustainability Report Generation ↗Qilong Wu, Xiaoneng Xiang, Huang Hejia et al.8 citations
  73. A Persona-Aware LLM-Enhanced Framework for Multi-Session Personalized Dialogue Generation ↗Dongshuo Liu, Zhijing Wu, Dandan Song et al.8 citations
  74. An Empirical Study of Group Conformity in Multi-Agent Systems ↗Min Choi, Keonwoo Kim, Sungwon Chae et al.8 citations
  75. Assessing the Reasoning Capabilities of LLMs in the context of Evidence-based Claim Verification ↗John Dougrez-Lewis, Mahmud Elahi Akhter, Federico Ruggeri et al.8 citations
  76. CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages ↗Shangda Wu, Guo Zhancheng, Ruibin Yuan et al.8 citations
  77. CMIE: Combining MLLM Insights with External Evidence for Explainable Out-of-Context Misinformation Detection ↗Fanxiao Li, Jiaying Wu, Canyuan He et al.8 citations
  78. Can Large Language Models Identify Implicit Suicidal Ideation? An Empirical Evaluation ↗Tong Li, Shu Yang, Junchao Wu et al.8 citations
  79. CapArena: Benchmarking and Analyzing Detailed Image Captioning in the LLM Era ↗Kanzhi Cheng, Wenpo Song, Jiaxin Fan et al.8 citations
  80. Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents ↗Long Li, Weiwen Xu, Jiayan Guo et al.8 citations
  81. DiffLM: Controllable Synthetic Data Generation via Diffusion Language Models ↗Ying Zhou, Xinyao Wang, Yulei Niu et al.8 citations
  82. Enhancing Persona Consistency for LLMs' Role-Playing using Persona-Aware Contrastive Learning ↗Ke Ji, Yixin Lian, Linxu Li et al.8 citations
  83. Enhancing Text-to-SQL with Question Classification and Multi-Agent Collaboration ↗Zhihui Shao, Shubin Cai, Rongsheng Lin et al.8 citations
  84. Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement ↗Xiyao Wang, Jiuhai Chen, Zhaoyang Wang et al.8 citations
  85. Evaluating Vision-Language Models for Emotion Recognition ↗Sree Bhattacharyya, James Z. Wang8 citations
  86. Federated Retrieval-Augmented Generation: A Systematic Mapping Study ↗Abhijit Chakraborty, Chahana Dahal, Vivek Gupta8 citations
  87. How Far are LLMs from Being Our Digital Twins? A Benchmark for Persona-Based Behavior Chain Simulation ↗Rui Li, Heming Xia, Xinfeng Yuan et al.8 citations
  88. Large Language Model Agents in Finance: A Survey Bridging Research, Practice, and Real-World Deployment ↗Yifei Dong, Fengyi Wu, Kunlin Zhang et al.8 citations
  89. Libra: Leveraging Temporal Images for Biomedical Radiology Analysis ↗Xi Zhang, Zaiqiao Meng, Jake Lever et al.8 citations
  90. MIRAGE: A Metric-Intensive Benchmark for Retrieval-Augmented Generation Evaluation ↗Chanhee Park, Hyeonseok Moon, Chanjun Park et al.8 citations
  91. MOLE: Metadata Extraction and Validation in Scientific Papers Using LLMs ↗Zaid Alyafeai, Maged S. Al-shaibani, Bernard Ghanem8 citations
  92. MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning ↗Ke Wang, Junting Pan, Linda Wei et al.8 citations
  93. No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users ↗Mengxuan Hu, Hongyi Wu, Ronghang Zhu et al.8 citations
  94. Optimizing Reasoning for Text-to-SQL with Execution Feedback ↗Bohan Zhai, Canwen Xu, Yuxiong He et al.8 citations
  95. Perovskite-LLM: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research ↗Xiang Liu, Penglei Sun, Shuyan Chen et al.8 citations
  96. Reasoning RAG via System 1 or System 2: A Survey on Reasoning Agentic Retrieval-Augmented Generation for Industry Challenges ↗Jintao Liang, Sugang, Huifeng Lin et al.8 citations
  97. Rejected Dialects: Biases Against African American Language in Reward Models ↗Joel Mire, Zubin Trivadi Aysola, Daniel Chechelnitsky et al.8 citations
  98. RevPRAG: Revealing Poisoning Attacks in Retrieval-Augmented Generation through LLM Activation Analysis ↗Xue Tan, Hao Luan, Mingyu Luo et al.8 citations
  99. SEA-HELM: Southeast Asian Holistic Evaluation of Language Models ↗Yosephine Susanto, Adithya Venkatadri Hulagadri, Jann Railey Montalan et al.8 citations
  100. Scaling Up Membership Inference: When and How Attacks Succeed on Large Language Models ↗Haritz Puerto, Martin Gubri, Sangdoo Yun et al.8 citations

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