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

3,414 papers · page 5 of 35 · the most cited first · ← Findings of the Association for Computational Linguistics 2025

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  1. MUSE: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles ↗Zihan Wang, Xiaocui Yang, YongKang Liu et al.5 citations
  2. Mitigating Bias in RAG: Controlling the Embedder ↗Taeyoun Kim, Jacob Mitchell Springer, Aditi Raghunathan et al.5 citations
  3. Mitigating Geospatial Knowledge Hallucination in Large Language Models: Benchmarking and Dynamic Factuality Aligning ↗Shengyuan Wang, Jie Feng, Tianhui Liu et al.5 citations
  4. Multimodal Causal Reasoning Benchmark: Challenging Multimodal Large Language Models to Discern Causal Links Across Modalities ↗Zhiyuan Li, Heng Wang, Dongnan Liu et al.5 citations
  5. Multimodal Inconsistency Reasoning (MMIR): A New Benchmark for Multimodal Reasoning Models ↗Qianqi Yan, Yue Fan, Hongquan Li et al.5 citations
  6. Multimodal Invariant Sentiment Representation Learning ↗Aoqiang Zhu, Min Hu, Xiaohua Wang et al.5 citations
  7. Multimodal Large Language Models for Text-rich Image Understanding: A Comprehensive Review ↗Pei Fu, Tongkun Guan, Zining Wang et al.5 citations
  8. Nuclear Deployed!: Analyzing Catastrophic Risks in Decision-making of Autonomous LLM Agents ↗Rongwu Xu, Xiaojian Li, Shuo Chen et al.5 citations
  9. OLMES: A Standard for Language Model Evaluations ↗Yuling Gu, Oyvind Tafjord, Bailey Kuehl et al.5 citations
  10. Qorǵau: Evaluating Safety in Kazakh-Russian Bilingual Contexts ↗Maiya Goloburda, Nurkhan Laiyk, Diana Turmakhan et al.5 citations
  11. REPRO-Bench: Can Agentic AI Systems Assess the Reproducibility of Social Science Research? ↗Chuxuan Hu, Liyun Zhang, Yeji Lim et al.5 citations
  12. Re-evaluating Automatic LLM System Ranking for Alignment with Human Preference ↗Mingqi Gao, Yixin Liu, Xinyu Hu et al.5 citations
  13. Reasoning-Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models ↗Zonghao Ying, Deyue Zhang, Zonglei Jing et al.5 citations
  14. Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models ↗Kening Zheng, Junkai Chen, Yibo Yan et al.5 citations
  15. ReflectEvo: Improving Meta Introspection of Small LLMs by Learning Self-Reflection ↗Jiaqi Li, Xinyi Dong, Yang Liu et al.5 citations
  16. Reflection on Knowledge Graph for Large Language Models Reasoning ↗Yigeng Zhou, Wu Li, Yifan Lu et al.5 citations
  17. Reinforcement Learning for Aligning Large Language Models Agents with Interactive Environments: Quantifying and Mitigating Prompt Overfitting ↗Mohamed Salim Aissi, Clément Romac, Thomas Carta et al.5 citations
  18. Retrieval-Augmented Machine Translation with Unstructured Knowledge ↗Jiaan Wang, Fandong Meng, Yingxue Zhang et al.5 citations
  19. Right Answer, Wrong Score: Uncovering the Inconsistencies of LLM Evaluation in Multiple-Choice Question Answering ↗Francesco Maria Molfese, Luca Moroni, Luca Gioffré et al.5 citations
  20. SLM-Bench: A Comprehensive Benchmark of Small Language Models on Environmental Impacts ↗Nghiem Thanh Pham, Tung Kieu, Duc Manh Nguyen et al.5 citations
  21. SOLID: Self-seeding and Multi-intent Self-instructing LLMs for Generating Intent-aware Information-Seeking Dialogs ↗Arian Askari, Roxana Petcu, Chuan Meng et al.5 citations
  22. Safety is Not Only About Refusal: Reasoning-Enhanced Fine-tuning for Interpretable LLM Safety ↗Yuyou Zhang, Miao Li, William Han et al.5 citations
  23. Sampling-based Pseudo-Likelihood for Membership Inference Attacks ↗Masahiro Kaneko, Youmi Ma, Yuki Wata et al.5 citations
  24. SciVerse: Unveiling the Knowledge Comprehension and Visual Reasoning of LMMs on Multi-modal Scientific Problems ↗Ziyu Guo, Renrui Zhang, Hao Chen et al.5 citations
  25. Selective Self-to-Supervised Fine-Tuning for Generalization in Large Language Models ↗Sonam Gupta, Yatin Nandwani, Asaf Yehudai et al.5 citations
  26. Self-Correction Makes LLMs Better Parsers ↗Ziyan Zhang, Yang Hou, Chen Gong et al.5 citations
  27. SignAlignLM: Integrating Multimodal Sign Language Processing into Large Language Models ↗Mert Inan, Anthony Sicilia, Malihe Alikhani5 citations
  28. Small Models Struggle to Learn from Strong Reasoners ↗Yuetai Li, Xiang Yue, Zhangchen Xu et al.5 citations
  29. Stereotype or Personalization? User Identity Biases Chatbot Recommendations ↗Anjali Kantharuban, Jeremiah Milbauer, Maarten Sap et al.5 citations
  30. Taxonomy-Driven Knowledge Graph Construction for Domain-Specific Scientific Applications ↗Huitong Pan, Qi Zhang, Mustapha Adamu et al.5 citations
  31. The Price of Format: Diversity Collapse in LLMs ↗Longfei Yun, Chenyang An, Zilong Wang et al.5 citations
  32. The Two Paradigms of LLM Detection: Authorship Attribution vs. Authorship Verification ↗Janek Bevendorff, Matti Wiegmann, Emmelie Richter et al.5 citations
  33. Token Weighting for Long-Range Language Modeling ↗Falko Helm, Nico Daheim, Iryna Gurevych5 citations
  34. Towards Better Chain-of-Thought: A Reflection on Effectiveness and Faithfulness ↗Jiachun Li, Pengfei Cao, Yubo Chen et al.5 citations
  35. Towards Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings ↗Yubo Ma, Jinsong Li, Yuhang Zang et al.5 citations
  36. Uncertainty Quantification for Clinical Outcome Predictions with (Large) Language Models ↗Zizhang Chen, Peizhao Li, Xiaomeng Dong et al.5 citations
  37. UnifiedMLLM: Enabling Unified Representation for Multi-modal Multi-tasks With Large Language Model ↗Zhaowei Li, Wei Wang, YiQing Cai et al.5 citations
  38. Unraveling and Mitigating Safety Alignment Degradation of Vision-Language Models ↗Qin Liu, Chao Shang, Ling Liu et al.5 citations
  39. Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding ↗Kung-Hsiang Huang, Can Qin, Haoyi Qiu et al.5 citations
  40. WirelessMathBench: A Mathematical Modeling Benchmark for LLMs in Wireless Communications ↗Xin Li, Mengbing Liu, Li Wei et al.5 citations
  41. WordGame: Efficient & Effective LLM Jailbreak via Simultaneous Obfuscation in Query and Response ↗Tianrong Zhang, Bochuan Cao, Yuanpu Cao et al.5 citations
  42. X-LeBench: A Benchmark for Extremely Long Egocentric Video Understanding ↗Wenqi Zhou, Kai Cao, Hao Zheng et al.5 citations
  43. iAgent: LLM Agent as a Shield between User and Recommender Systems ↗Wujiang Xu, Yunxiao Shi, Zujie Liang et al.5 citations
  44. A Character-Centric Creative Story Generation via Imagination ↗Kyeongman Park, Minbeom Kim, Kyomin Jung4 citations
  45. A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization: Data Augmentation and Semi-supervised Approaches ↗Gaurav Sahu, Olga Vechtomova, Issam H. Laradji4 citations
  46. A Survey on Multi-modal Intent Recognition: Recent Advances and New Frontiers ↗Zhihong Zhu, Fan Zhang, Yunyan Zhang et al.4 citations
  47. A Survey to Recent Progress Towards Understanding In-Context Learning ↗Haitao Mao, Guangliang Liu, Yao Ma et al.4 citations
  48. Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training ↗Keyeun Lee, Seolhee Lee, Esther Hehsun Kim et al.4 citations
  49. Adversarial Preference Learning for Robust LLM Alignment ↗Yuanfu Wang, Pengyu Wang, Chenyang Xi et al.4 citations
  50. Analyzing Political Bias in LLMs via Target-Oriented Sentiment Classification ↗Akram Elbouanani, Evan Dufraisse, Adrian Popescu4 citations
  51. Anchored Answers: Unravelling Positional Bias in GPT-2's Multiple-Choice Questions ↗Ruizhe Li, Yanjun Gao4 citations
  52. Are Your LLMs Capable of Stable Reasoning? ↗Junnan Liu, Hongwei Liu, Linchen Xiao et al.4 citations
  53. Audio-Aware Large Language Models as Judges for Speaking Styles ↗Cheng-Han Chiang, Xiaofei Wang, Chung-Ching Lin et al.4 citations
  54. BAGELS: Benchmarking the Automated Generation and Extraction of Limitations from Scholarly Text ↗Ibrahim Al Azher, Miftahul Jannat Mokarrama, Zhishuai Guo et al.4 citations
  55. Benchmarking Large Language Models for Cryptanalysis and Side-Channel Vulnerabilities ↗Utsav Maskey, Chencheng Zhu, Usman Naseem4 citations
  56. Bhaasha, Bhāṣā, Zaban: A Survey for Low-Resourced Languages in South Asia – Current Stage and Challenges ↗Sampoorna Poria, Xiaolei Huang4 citations
  57. BioHopR: A Benchmark for Multi-Hop, Multi-Answer Reasoning in Biomedical Domain ↗Yunsoo Kim, Yusuf Abdulle, Honghan Wu4 citations
  58. Brevity is the soul of sustainability: Characterizing LLM response lengths ↗Soham Poddar, Paramita Koley, Janardan Misra et al.4 citations
  59. Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation ↗Pengyue Jia, Derong Xu, Xiaopeng Li et al.4 citations
  60. CLEAR: Character Unlearning in Textual and Visual Modalities ↗Alexey Dontsov, Dmitrii Korzh, Alexey Zhavoronkin et al.4 citations
  61. CLeVeR: Multi-modal Contrastive Learning for Vulnerability Code Representation ↗Jiayuan Li, Lei Cui, Sen Zhao et al.4 citations
  62. COMI-LINGUA: Expert Annotated Large-Scale Dataset for Multitask NLP in Hindi-English Code-Mixing ↗Rajvee Sheth, Himanshu Beniwal, Mayank Singh4 citations
  63. CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmented Generation ↗Yiruo Cheng, Kelong Mao, Ziliang Zhao et al.4 citations
  64. Can Large Language Models Generate High-quality Patent Claims? ↗Lekang Jiang, Caiqi Zhang, Pascal A. Scherz et al.4 citations
  65. Can Multimodal LLMs See Materials Clearly? A Multimodal Benchmark on Materials Characterization ↗Zhengzhao Lai, Youbin Zheng, Zhenyang Cai et al.4 citations
  66. Character is Destiny: Can Persona-assigned Language Models Make Personal Choices? ↗Rui Xu, Xintao Wang, Jiangjie Chen et al.4 citations
  67. Code-Optimise: Self-Generated Preference Data for Correctness and Efficiency ↗Leonidas Gee, Milan Gritta, Gerasimos Lampouras et al.4 citations
  68. Code-Switching Curriculum Learning for Multilingual Transfer in LLMs ↗Haneul Yoo, Cheonbok Park, Sangdoo Yun et al.4 citations
  69. Combining the Best of Both Worlds: A Method for Hybrid NMT and LLM Translation ↗Zhanglin Wu, Daimeng Wei, Xiaoyu Chen et al.4 citations
  70. Confusion is the Final Barrier: Rethinking Jailbreak Evaluation and Investigating the Real Misuse Threat of LLMs ↗Yu Yan, Sheng Sun, Zhe Wang et al.4 citations
  71. CortexDebate: Debating Sparsely and Equally for Multi-Agent Debate ↗Yiliu Sun, Zicheng Zhao, Sheng Wan et al.4 citations
  72. Craw4LLM: Efficient Web Crawling for LLM Pretraining ↗Shi Yu, Zhiyuan Liu, Chenyan Xiong4 citations
  73. Critic-CoT: Boosting the Reasoning Abilities of Large Language Model via Chain-of-Thought Critic ↗Xin Zheng, Jie Lou, Boxi Cao et al.4 citations
  74. Cross-lingual Multimodal Sentiment Analysis for Low-Resource Languages via Language Family Disentanglement and Rethinking Transfer ↗Long Chen, Shuoyu Guan, Xiaohua Huang et al.4 citations
  75. Data or Language Supervision: What Makes CLIP Better than DINO? ↗Yiming Liu, Yuhui Zhang, Dhruba Ghosh et al.4 citations
  76. DeAR: Dual-Stage Document Reranking with Reasoning Agents via LLM Distillation ↗Abdelrahman Abdallah, Jamshid Mozafari, Bhawna Piryani et al.4 citations
  77. DeTAM: Defending LLMs Against Jailbreak Attacks via Targeted Attention Modification ↗Yu Li, Han Jiang, Zhihua Wei4 citations
  78. Debate4MATH: Multi-Agent Debate for Fine-Grained Reasoning in Math ↗Shaowei Zhang, Deyi Xiong4 citations
  79. Defending against Indirect Prompt Injection by Instruction Detection ↗Tongyu Wen, Chenglong Wang, Xiyuan Yang et al.4 citations
  80. DiaSynth: Synthetic Dialogue Generation Framework for Low Resource Dialogue Applications ↗Sathya Krishnan Suresh, Wu Mengjun, Tushar Pranav et al.4 citations
  81. DiffZOO: A Purely Query-Based Black-Box Attack for Red-teaming Text-to-Image Generative Model via Zeroth Order Optimization ↗Pucheng Dang, Xing Hu, Dong Li et al.4 citations
  82. Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning ↗Hao Dong, Ziyue Qiao, Zhiyuan Ning et al.4 citations
  83. DivLogicEval: A Framework for Benchmarking Logical Reasoning Evaluation in Large Language Models ↗Tsz Ting Chung, Lemao Liu, Mo Yu et al.4 citations
  84. Dropping Experts, Recombining Neurons: Retraining-Free Pruning for Sparse Mixture-of-Experts LLMs ↗Yixiao Zhou, Ziyu Zhao, Dongzhou Cheng et al.4 citations
  85. ECoRAG: Evidentiality-guided Compression for Long Context RAG ↗Yeonseok Jeong, Jinsu Kim, Dohyeon Lee et al.4 citations
  86. Echoes of Agreement: Argument Driven Sycophancy in Large Language models ↗Avneet Kaur4 citations
  87. Efficient Multi-Agent Collaboration with Tool Use for Online Planning in Complex Table Question Answering ↗Wei Zhou, Mohsen Mesgar, Annemarie Friedrich et al.4 citations
  88. Enhancing RAG Efficiency with Adaptive Context Compression ↗Shuyu Guo, Shuo Zhang, Zhaochun Ren4 citations
  89. Entity Pair-guided Relation Summarization and Retrieval in LLMs for Document-level Relation Extraction ↗Fu Zhang, Hongsen Yu, Jingwei Cheng et al.4 citations
  90. Evaluating LLMs' Mathematical and Coding Competency through Ontology-guided Interventions ↗Pengfei Hong, Navonil Majumder, Deepanway Ghosal et al.4 citations
  91. Evaluating the Long-Term Memory of Large Language Models ↗Zixi Jia, Qinghua Liu, Hexiao Li et al.4 citations
  92. Evaluating the Performance of Large Language Models via Debates ↗Behrad Moniri, Hamed Hassani, Edgar Dobriban4 citations
  93. Evolution in Simulation: AI-Agent School with Dual Memory for High-Fidelity Educational Dynamics ↗Sheng Jin, Haoming Wang, Zhiqi Gao et al.4 citations
  94. Examining Multilingual Embedding Models Cross-Lingually Through LLM-Generated Adversarial Examples ↗Andrianos Michail, Simon Clematide, Rico Sennrich4 citations
  95. Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query Expansion ↗Lingyuan Liu, Mengxiang Zhang4 citations
  96. Explaining Length Bias in LLM-Based Preference Evaluations ↗Zhengyu Hu, Linxin Song, Jieyu Zhang et al.4 citations
  97. ExpliCa: Evaluating Explicit Causal Reasoning in Large Language Models ↗Martina Miliani, Serena Auriemma, Alessandro Bondielli et al.4 citations
  98. Explicit vs. Implicit: Investigating Social Bias in Large Language Models through Self-Reflection ↗Yachao Zhao, Bo Wang, Yan Wang et al.4 citations
  99. Exploring Large Language Models for Hate Speech Detection in Rioplatense Spanish ↗Juan Manuel Pérez, Paula Miguel, Viviana Cotik4 citations
  100. Exploring Multimodal Challenges in Toxic Chinese Detection: Taxonomy, Benchmark, and Findings ↗Shujian Yang, Shiyao Cui, Chuanrui Hu et al.4 citations

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