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

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

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  1. TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text ↗Ahmed Lekssays, Utsav Shukla, Husrev Taha Sencar et al.8 citations
  2. Tokens for Learning, Tokens for Unlearning: Mitigating Membership Inference Attacks in Large Language Models via Dual-Purpose Training ↗Toan Tran, Ruixuan Liu, Li Xiong8 citations
  3. Towards a Design Guideline for RPA Evaluation: A Survey of Large Language Model-Based Role-Playing Agents ↗Chaoran Chen, Bingsheng Yao, Ruishi Zou et al.8 citations
  4. Towards the Pedagogical Steering of Large Language Models for Tutoring: A Case Study with Modeling Productive Failure ↗Romain Puech, Jakub Macina, Julia Chatain et al.8 citations
  5. Wanda++: Pruning Large Language Models via Regional Gradients ↗Yifan Yang, Kai Zhen, Bhavana Ganesh et al.8 citations
  6. A Practical Examination of AI-Generated Text Detectors for Large Language Models ↗Brian Tufts, Xuandong Zhao, Lei Li7 citations
  7. Almost AI, Almost Human: The Challenge of Detecting AI-Polished Writing ↗Shoumik Saha, Soheil Feizi7 citations
  8. Ask Optimal Questions: Aligning Large Language Models with Retriever's Preference in Conversation ↗Chanwoong Yoon, Gangwoo Kim, Byeongguk Jeon et al.7 citations
  9. Beyond Browsing: API-Based Web Agents ↗Yueqi Song, Frank F. Xu, Shuyan Zhou et al.7 citations
  10. BlockPruner: Fine-grained Pruning for Large Language Models ↗Longguang Zhong, Fanqi Wan, Ruijun Chen et al.7 citations
  11. Breaking the Ceiling: Exploring the Potential of Jailbreak Attacks through Expanding Strategy Space ↗Yao Huang, Yitong Sun, Shouwei Ruan et al.7 citations
  12. COAST: Enhancing the Code Debugging Ability of LLMs through Communicative Agent Based Data Synthesis ↗Weiqing Yang, Hanbin Wang, Zhenghao Liu et al.7 citations
  13. COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning ↗Yuelin Bai, Xeron Du, Yiming Liang et al.7 citations
  14. Can VLMs Actually See and Read? A Survey on Modality Collapse in Vision-Language Models ↗Mong Yuan Sim, Wei Emma Zhang, Xiang Dai et al.7 citations
  15. CodeContests+: High-Quality Test Case Generation for Competitive Programming ↗Zihan Wang, Siyao Liu, Yang Sun et al.7 citations
  16. Communication-Efficient and Tensorized Federated Fine-Tuning of Large Language Models ↗Sajjad Ghiasvand, Yifan Yang, Zhiyu Xue et al.7 citations
  17. Explainable Depression Detection in Clinical Interviews with Personalized Retrieval-Augmented Generation ↗Linhai Zhang, Ziyang Gao, Deyu Zhou et al.7 citations
  18. Exploring Multi-Modal Data with Tool-Augmented LLM Agents for Precise Causal Discovery ↗ChengAo Shen, Zhengzhang Chen, Dongsheng Luo et al.7 citations
  19. FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG ↗Xinping Zhao, Yan Zhong, Zetian Sun et al.7 citations
  20. Hardware-Aware Parallel Prompt Decoding for Memory-Efficient Acceleration of LLM Inference ↗Hao Mark Chen, Wayne Luk, Yiu Ka Fai Cedric et al.7 citations
  21. How Well Do LLMs Handle Cantonese? Benchmarking Cantonese Capabilities of Large Language Models ↗Jiyue Jiang, Pengan Chen, Liheng Chen et al.7 citations
  22. Human-LLM Coevolution: Evidence from Academic Writing ↗Mingmeng Geng, Roberto Trotta7 citations
  23. LLM-Forest: Ensemble Learning of LLMs with Graph-Augmented Prompts for Data Imputation ↗Xinrui He, Yikun Ban, Jiaru Zou et al.7 citations
  24. LLMs Reproduce Stereotypes of Sexual and Gender Minorities ↗Ruby Ostrow, Adam Lopez7 citations
  25. Language Models Can Easily Learn to Reason from Demonstrations ↗Dacheng Li, Shiyi Cao, Tyler Griggs et al.7 citations
  26. Large Language Models Are Natural Video Popularity Predictors ↗Pratik Kayal, Pascal Mettes, Nima Dehmamy et al.7 citations
  27. LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via a Hybrid Architecture ↗Xidong Wang, Dingjie Song, Shunian Chen et al.7 citations
  28. Mechanistic Interpretability of Emotion Inference in Large Language Models ↗Ala N. Tak, Amin Banayeeanzade, Anahita Bolourani et al.7 citations
  29. MediVLM: A Vision Language Model for Radiology Report Generation from Medical Images ↗Debanjan Goswami, Ronast Subedi, Shayok Chakraborty7 citations
  30. Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models ↗You Li, Heyu Huang, Chi Chen et al.7 citations
  31. Model-Dependent Moderation: Inconsistencies in Hate Speech Detection Across LLM-based Systems ↗Neil Fasching, Yphtach Lelkes7 citations
  32. Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction ↗Shengbin Yue, Ting Huang, Zheng Jia et al.7 citations
  33. NegVQA: Can Vision Language Models Understand Negation? ↗Yuhui Zhang, Yuchang Su, Yiming Liu et al.7 citations
  34. Offline Reinforcement Learning for LLM Multi-step Reasoning ↗Huaijie Wang, Shibo Hao, Hanze Dong et al.7 citations
  35. On the Impacts of Contexts on Repository-Level Code Generation ↗Nam Le Hai, Dung Manh Nguyen, Nghi D. Q. Bui7 citations
  36. Privacy in Action: Towards Realistic Privacy Mitigation and Evaluation for LLM-Powered Agents ↗Shouju Wang, Fenglin Yu, Xirui Liu et al.7 citations
  37. Probing-RAG: Self-Probing to Guide Language Models in Selective Document Retrieval ↗Ingeol Baek, Hwan Chang, ByeongJeong Kim et al.7 citations
  38. ReMamba: Equip Mamba with Effective Long-Sequence Modeling ↗Danlong Yuan, Jiahao Liu, Bei Li et al.7 citations
  39. Reasoning with Graphs: Structuring Implicit Knowledge to Enhance LLMs Reasoning ↗Haoyu Han, Yaochen Xie, Hui Liu et al.7 citations
  40. SLAM-Omni: Timbre-Controllable Voice Interaction System with Single-Stage Training ↗Wenxi Chen, Ziyang Ma, Ruiqi Yan et al.7 citations
  41. Self-Correction is More than Refinement: A Learning Framework for Visual and Language Reasoning Tasks ↗Jiayi He, Hehai Lin, Qingyun Wang et al.7 citations
  42. SignMusketeers: An Efficient Multi-Stream Approach for Sign Language Translation at Scale ↗Shester Gueuwou, Xiaodan Du, Greg Shakhnarovich et al.7 citations
  43. TF-Mamba: Text-enhanced Fusion Mamba with Missing Modalities for Robust Multimodal Sentiment Analysis ↗Xiang Li, Xianfu Cheng, Dezhuang Miao et al.7 citations
  44. TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators ↗Jianling Li, Shangzhan Li, Zhenye Gao et al.7 citations
  45. Trust Me, I'm Wrong: LLMs Hallucinate with Certainty Despite Knowing the Answer ↗Adi Simhi, Itay Itzhak, Fazl Barez et al.7 citations
  46. URO-Bench: Towards Comprehensive Evaluation for End-to-End Spoken Dialogue Models ↗Ruiqi Yan, Xiquan Li, Wenxi Chen et al.7 citations
  47. Unfolding the Headline: Iterative Self-Questioning for News Retrieval and Timeline Summarization ↗Weiqi Wu, Shen Huang, Yong Jiang et al.7 citations
  48. UniRAG: Universal Retrieval Augmentation for Large Vision Language Models ↗Sahel Sharifymoghaddam, Shivani Upadhyay, Wenhu Chen et al.7 citations
  49. Unveiling Privacy Risks in Multi-modal Large Language Models: Task-specific Vulnerabilities and Mitigation Challenges ↗Tiejin Chen, Pingzhi Li, Kaixiong Zhou et al.7 citations
  50. Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning ↗Xinghao Chen, Zhijing Sun, Guo Wenjin et al.7 citations
  51. VLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training ↗Zhanpeng Chen, Chengjin Xu, Yiyan Qi et al.7 citations
  52. Why Uncertainty Estimation Methods Fall Short in RAG: An Axiomatic Analysis ↗Heydar Soudani, Evangelos Kanoulas, Faegheh Hasibi7 citations
  53. WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation ↗João Matos, Shan Chen, Siena Kathleen V. Placino et al.7 citations
  54. A Comprehensive Taxonomy of Negation for NLP and Neural Retrievers ↗Roxana Petcu, Samarth Bhargav, Maarten de Rijke et al.6 citations
  55. A Fully Generative Motivational Interviewing Counsellor Chatbot for Moving Smokers Towards the Decision to Quit ↗Zafarullah Mahmood, Soliman Ali, Jiading Zhu et al.6 citations
  56. AGENTVIGIL: Automatic Black-Box Red-teaming for Indirect Prompt Injection against LLM Agents ↗Zhun Wang, Vincent Siu, Zhe Ye et al.6 citations
  57. AIRepr: An Analyst-Inspector Framework for Evaluating Reproducibility of LLMs in Data Science ↗Qiuhai Zeng, Claire Jin, Xinyue Wang et al.6 citations
  58. AMEX: Android Multi-annotation Expo Dataset for Mobile GUI Agents ↗Yuxiang Chai, Siyuan Huang, Yazhe Niu et al.6 citations
  59. Accounting for Sycophancy in Language Model Uncertainty Estimation ↗Anthony Sicilia, Mert Inan, Malihe Alikhani6 citations
  60. Adaptive Retrieval-Augmented Generation for Conversational Systems ↗Xi Wang, Procheta Sen, Ruizhe Li et al.6 citations
  61. Audio Description Generation in the Era of LLMs and VLMs: A Review of Transferable Generative AI Technologies ↗Yingqiang Gao, Lukas Fischer, Alexa Lintner et al.6 citations
  62. AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark ↗Lan Li, Liri Fang, Bertram Ludäscher et al.6 citations
  63. Beyond Factual Accuracy: Evaluating Coverage of Diverse Factual Information in Long-form Text Generation ↗Chris Samarinas, Alexander Krubner, Alireza Salemi et al.6 citations
  64. Beyond Semantic Entropy: Boosting LLM Uncertainty Quantification with Pairwise Semantic Similarity ↗Dang Nguyen, Ali Payani, Baharan Mirzasoleiman6 citations
  65. Breaking ReAct Agents: Foot-in-the-Door Attack Will Get You In ↗Itay Nakash, George Kour, Guy Uziel et al.6 citations
  66. Breaking the Reviewer: Assessing the Vulnerability of Large Language Models in Automated Peer Review Under Textual Adversarial Attacks ↗Tzu-Ling Lin, Wei-Chih Chen, Teng-Fang Hsiao et al.6 citations
  67. CitaLaw: Enhancing LLM with Citations in Legal Domain ↗Kepu Zhang, Weijie Yu, Sunhao Dai et al.6 citations
  68. CodePRM: Execution Feedback-enhanced Process Reward Model for Code Generation ↗Qingyao Li, Xinyi Dai, Xiangyang Li et al.6 citations
  69. CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models ↗Hong Yi Lin, Chunhua Liu, Haoyu Gao et al.6 citations
  70. ConFit v2: Improving Resume-Job Matching using Hypothetical Resume Embedding and Runner-Up Hard-Negative Mining ↗Xiao Yu, Ruize Xu, Chengyuan Xue et al.6 citations
  71. Crabs: Consuming Resource via Auto-generation for LLM-DoS Attack under Black-box Settings ↗Yuanhe Zhang, Zhenhong Zhou, Wei Zhang et al.6 citations
  72. DYNTEXT: Semantic-Aware Dynamic Text Sanitization for Privacy-Preserving LLM Inference ↗Juhua Zhang, Zhiliang Tian, Minghang Zhu et al.6 citations
  73. Data Poisoning for In-context Learning ↗Pengfei He, Han Xu, Yue Xing et al.6 citations
  74. DebUnc: Improving Large Language Model Agent Communication With Uncertainty Metrics ↗Luke Yoffe, Alfonso Amayuelas, William Yang Wang6 citations
  75. EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation ↗Taeho Hwang, Sukmin Cho, Soyeong Jeong et al.6 citations
  76. EasyEA: Large Language Model is All You Need in Entity Alignment Between Knowledge Graphs ↗Jingwei Cheng, Chenglong Lu, Linyan Yang et al.6 citations
  77. Enhancing LLM-based Hatred and Toxicity Detection with Meta-Toxic Knowledge Graph ↗Yibo Zhao, Jiapeng Zhu, Can Xu et al.6 citations
  78. Evaluating Evaluation Metrics – The Mirage of Hallucination Detection ↗Atharva Kulkarni, Yuan Zhang, Joel Ruben Antony Moniz et al.6 citations
  79. ExPerT: Effective and Explainable Evaluation of Personalized Long-Form Text Generation ↗Alireza Salemi, Julian Killingback, Hamed Zamani6 citations
  80. Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents ↗Vardaan Pahuja, Yadong Lu, Corby Rosset et al.6 citations
  81. FeRG-LLM : Feature Engineering by Reason Generation Large Language Models ↗Jeonghyun Ko, Gyeongyun Park, Donghoon Lee et al.6 citations
  82. Focused-DPO: Enhancing Code Generation Through Focused Preference Optimization on Error-Prone Points ↗Kechi Zhang, Ge Li, Jia Li et al.6 citations
  83. Fraud-R1 : A Multi-Round Benchmark for Assessing the Robustness of LLM Against Augmented Fraud and Phishing Inducements ↗Shu Yang, Shenzhe Zhu, Zeyu Wu et al.6 citations
  84. Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation ↗Sirui Xia, Xintao Wang, Jiaqing Liang et al.6 citations
  85. HTML: Hierarchical Topology Multi-task Learning for Semantic Parsing in Knowledge Base Question Answering ↗Aziguli Wulamu, Lyu Zhengyu, Kaiyuan Gong et al.6 citations
  86. Hierarchical Retrieval with Evidence Curation for Open-Domain Financial Question Answering on Standardized Documents ↗Jaeyoung Choe, Jihoon Kim, Woohwan Jung6 citations
  87. How Good are LLM-based Rerankers? An Empirical Analysis of State-of-the-Art Reranking Models ↗Abdelrahman Abdallah, Bhawna Piryani, Jamshid Mozafari et al.6 citations
  88. How Reliable is Multilingual LLM-as-a-Judge? ↗Xiyan Fu, Wei Liu6 citations
  89. INDIC QA BENCHMARK: A Multilingual Benchmark to Evaluate Question Answering capability of LLMs for Indic Languages ↗Abhishek Kumar Singh, Vishwajeet Kumar, Rudra Murthy et al.6 citations
  90. IW-Bench: Evaluating Large Multimodal Models for Converting Image-to-Web ↗Hongcheng Guo, Wei Zhang, Junhao Chen et al.6 citations
  91. LIFTED: Multimodal Clinical Trial Outcome Prediction via Large Language Models and Mixture-of-Experts ↗Wenhao Zheng, Liaoyaqi Wang, Dongshen Peng et al.6 citations
  92. LLM Agents at the Roundtable: A Multi-Perspective and Dialectical Reasoning Framework for Essay Scoring ↗Jinhee Jang, Ayoung Moon, Minkyoung Jung et al.6 citations
  93. LLMEval-Med: A Real-world Clinical Benchmark for Medical LLMs with Physician Validation ↗Ming Zhang, Yujiong Shen, Zelin Li et al.6 citations
  94. LegalSeg: Unlocking the Structure of Indian Legal Judgments Through Rhetorical Role Classification ↗Shubham Kumar Nigam, Tanmay Dubey, Govind Sharma et al.6 citations
  95. Lost in Transcription, Found in Distribution Shift: Demystifying Hallucination in Speech Foundation Models ↗Hanin Atwany, Abdul Waheed, Rita Singh et al.6 citations
  96. MMS-LLaMA: Efficient LLM-based Audio-Visual Speech Recognition with Minimal Multimodal Speech Tokens ↗Jeong Hun Yeo, Hyeongseop Rha, Se Jin Park et al.6 citations
  97. MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models ↗Jiahao Huo, Yibo Yan, Xu Zheng et al.6 citations
  98. MT-Mol: Multi Agent System with Tool-based Reasoning for Molecular Optimization ↗Hyomin Kim, Yunhui Jang, Sungsoo Ahn6 citations
  99. MVTamperBench: Evaluating Robustness of Vision-Language Models ↗Amit Agarwal, Srikant Panda, Angeline Charles et al.6 citations
  100. MedThink: A Rationale-Guided Framework for Explaining Medical Visual Question Answering ↗Xiaotang Gai, Chenyi Zhou, Jiaxiang Liu et al.6 citations

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