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

3,414 papers · page 7 of 35 · the most cited first · ← Findings of the Association for Computational Linguistics 2025

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  1. Adversary-Aware DPO: Enhancing Safety Alignment in Vision Language Models via Adversarial Training ↗Fenghua Weng, Jian Lou, Jun Feng et al.3 citations
  2. AgentInit: Initializing LLM-based Multi-Agent Systems via Diversity and Expertise Orchestration for Effective and Efficient Collaboration ↗Chunhao Tian, Yutong Wang, Xuebo Liu et al.3 citations
  3. AirRAG: Autonomous Strategic Planning and Reasoning Steer Retrieval Augmented Generation ↗Wenfeng Feng, Chuzhan Hao, Yuewei Zhang et al.3 citations
  4. Aligning to What? Limits to RLHF Based Alignment ↗Logan Barnhart, Reza Akbarian Bafghi, Stephen Becker et al.3 citations
  5. An Optimizable Suffix Is Worth A Thousand Templates: Efficient Black-box Jailbreaking without Affirmative Phrases via LLM as Optimizer ↗Weipeng Jiang, Zhenting Wang, Juan Zhai et al.3 citations
  6. AnalyticKWS: Towards Exemplar-Free Analytic Class Incremental Learning for Small-footprint Keyword Spotting ↗Yang Xiao, Peng Tianyi, Rohan Kumar Das et al.3 citations
  7. Analyzing the Effect of Linguistic Similarity on Cross-Lingual Transfer: Tasks and Experimental Setups Matter ↗Verena Blaschke, Masha Fedzechkina, Maartje Ter Hoeve3 citations
  8. Annotating the Annotators: Analysis, Insights and Modelling from an Annotation Campaign on Persuasion Techniques Detection ↗Davide Bassi, Dimitar Iliyanov Dimitrov, Bernardo D'Auria et al.3 citations
  9. AraReasoner: Evaluating Reasoning-Based LLMs for Arabic NLP ↗Ahmed Abul Hasanaath, Aisha Alansari, Ahmed Ashraf et al.3 citations
  10. Automated Creativity Evaluation for Large Language Models: A Reference-Based Approach ↗Ruizhe Li, Chiwei Zhu, Benfeng Xu et al.3 citations
  11. BanglaByT5: Byte-Level Modelling for Bangla ↗Pramit Bhattacharyya, Arnab Bhattacharya3 citations
  12. BayesKD: Bayesian Knowledge Distillation for Compact LLMs in Constrained Fine-tuning Scenarios ↗Wei Li, Lujun Li, Mark G. Lee et al.3 citations
  13. BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models ↗Xu Huang, Wenhao Zhu, Hanxu Hu et al.3 citations
  14. Beyond Context to Cognitive Appraisal: Emotion Reasoning as a Theory of Mind Benchmark for Large Language Models ↗Gerard Christopher Yeo, Kokil Jaidka3 citations
  15. Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning ↗Kepu Zhang, Haoyue Yang, Xu Tang et al.3 citations
  16. Beyond Single Frames: Can LMMs Comprehend Implicit Narratives in Comic Strip? ↗Xiaochen Wang, Heming Xia, Jialin Song et al.3 citations
  17. Beyond the Mode: Sequence-Level Distillation of Multilingual Translation Models for Low-Resource Language Pairs ↗Aarón Galiano-Jiménez, Juan Antonio Pérez-Ortiz, Felipe Sánchez-Martínez et al.3 citations
  18. Beyond the Tip of Efficiency: Uncovering the Submerged Threats of Jailbreak Attacks in Small Language Models ↗Sibo Yi, Tianshuo Cong, Xinlei He et al.3 citations
  19. Biases in Opinion Dynamics in Multi-Agent Systems of Large Language Models: A Case Study on Funding Allocation ↗Pedro Cisneros-Velarde3 citations
  20. BnTTS: Few-Shot Speaker Adaptation in Low-Resource Setting ↗Mohammad Jahid Ibna Basher, Md Kowsher, Md Saiful Islam et al.3 citations
  21. BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation ↗Jilong Li, Zhenxi Song, Jiaqi Wang et al.3 citations
  22. C2KD: Cross-layer and Cross-head Knowledge Distillation for Small Language Model-based Recommendation ↗Xiao Chen, Changyi Ma, Wenqi Fan et al.3 citations
  23. CANDY: Benchmarking LLMs' Limitations and Assistive Potential in Chinese Misinformation Fact-Checking ↗Ruiling Guo, Xinwei Yang, Chen Huang et al.3 citations
  24. CAVGAN: Unifying Jailbreak and Defense of LLMs via Generative Adversarial Attacks on their Internal Representations ↗Xiaohu Li, Yunfeng Ning, Zepeng Bao et al.3 citations
  25. COPR: Continual Human Preference Learning via Optimal Policy Regularization ↗Han Zhang, Lin Gui, Yu Lei et al.3 citations
  26. CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents ↗Tianqi Xu, Linyao Chen, Dai-Jie Wu et al.3 citations
  27. Can GPT-4 Sway Experts' Investment Decisions? ↗Takehiro Takayanagi, Hiroya Takamura, Kiyoshi Izumi et al.3 citations
  28. Can Large Language Models Address Open-Target Stance Detection?Abu Ubaida Akash, Ahmed Fahmy, Amine Trabelsi3 citations · our summary
  29. Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? ↗Che Liu, Zhongwei Wan, Haozhe Wang et al.3 citations
  30. Can Multimodal Foundation Models Understand Schematic Diagrams? An Empirical Study on Information-Seeking QA over Scientific Papers ↗Yilun Zhao, Chengye Wang, Chuhan Li et al.3 citations
  31. Can Multiple Responses from an LLM Reveal the Sources of Its Uncertainty? ↗Yang Nan, Pengfei He, Ravi Tandon et al.3 citations
  32. Can You Share Your Story? Modeling Clients' Metacognition and Openness for LLM Therapist Evaluation ↗Minju Kim, Dongje Yoo, Yeonjun Hwang et al.3 citations
  33. Catch Me If You Can? Not Yet: LLMs Still Struggle to Imitate the Implicit Writing Styles of Everyday Authors ↗Zhengxiang Wang, Nafis Irtiza Tripto, Solha Park et al.3 citations
  34. CausalGraph2LLM: Evaluating LLMs for Causal Queries ↗Ivaxi Sheth, Bahare Fatemi, Mario Fritz3 citations
  35. Chain of Attack: Hide Your Intention through Multi-Turn Interrogation ↗Xikang Yang, Biyu Zhou, Xuehai Tang et al.3 citations
  36. CoLA: Collaborative Low-Rank Adaptation ↗Yiyun Zhou, Chang Yao, Jingyuan Chen3 citations
  37. CodeTaxo: Enhancing Taxonomy Expansion with Limited Examples via Code Language Prompts ↗Qingkai Zeng, Yuyang Bai, Zhaoxuan Tan et al.3 citations
  38. Compositional Translation: A Novel LLM-based Approach for Low-resource Machine Translation ↗Armel Randy Zebaze, Benoît Sagot, Rachel Bawden3 citations
  39. DSQG-Syn: Synthesizing High-quality Data for Text-to-SQL Parsing by Domain Specific Question Generation ↗Shaoming Duan, Youxuan Wu, Chuanyi Liu et al.3 citations
  40. DaNet: Dual-Aware Enhanced Alignment Network for Multimodal Aspect-Based Sentiment Analysis ↗Aoqiang Zhu, Min Hu, Xiaohua Wang et al.3 citations
  41. Data-Efficiently Learn Large Language Model for Universal 3D Scene Perception ↗Zehan Wang, Haifeng Huang, Yang Zhao et al.3 citations
  42. Decoding Fatphobia: Examining Anti-Fat and Pro-Thin Bias in AI-Generated Images ↗Jane Warren, Gary M. Weiss, Fernando Martinez et al.3 citations
  43. DecoupledESC: Enhancing Emotional Support Generation via Strategy-Response Decoupled Preference Optimization ↗Chao Zhang, Xin Shi, Xueqiao Zhang et al.3 citations
  44. Dialect Normalization using Large Language Models and Morphological Rules ↗Antonios Dimakis, John Pavlopoulos, Antonios Anastasopoulos3 citations
  45. Discrete Diffusion Language Model for Efficient Text Summarization ↗Do Huu Dat, Duc Anh Do, Anh Tuan Luu et al.3 citations
  46. Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study ↗Yujun Zhou, Jiayi Ye, Zipeng Ling et al.3 citations
  47. Do Language Models Mirror Human Confidence? Exploring Psychological Insights to Address Overconfidence in LLMs ↗Chenjun Xu, Bingbing Wen, Bin Han et al.3 citations
  48. Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation ↗Qiyue Gao, Xinyu Pi, Kevin Liu et al.3 citations
  49. Does Generative AI speak Nigerian-Pidgin?: Issues about Representativeness and Bias for Multilingualism in LLMs ↗David Ifeoluwa Adelani, A. Seza Doğruöz, Iyanuoluwa Shode et al.3 citations
  50. Domain$o1$s: Guiding LLM Reasoning for Explainable Answers in High-Stakes Domains ↗Xu Chu, Zhijie Tan, Hanlin Xue et al.3 citations
  51. Dynamic Personality in LLM Agents: A Framework for Evolutionary Modeling and Behavioral Analysis in the Prisoner's Dilemma ↗Weiqi Zeng, Bo Wang, Dongming Zhao et al.3 citations
  52. ETRQA: A Comprehensive Benchmark for Evaluating Event Temporal Reasoning Abilities of Large Language Models ↗Sigang Luo, Yinan Liu, Dongying Lin et al.3 citations
  53. Eeyore: Realistic Depression Simulation via Expert-in-the-Loop Supervised and Preference Optimization ↗Siyang Liu, Bianca Brie, Wenda Li et al.3 citations
  54. Efficient Dynamic Clustering-Based Document Compression for Retrieval-Augmented-Generation ↗Weitao Li, Xiangyu Zhang, Kaiming Liu et al.3 citations
  55. Enhancing Complex Reasoning in Knowledge Graph Question Answering through Query Graph Approximation ↗Hongjun Jeong, Minji Kim, Heesoo Jung et al.3 citations
  56. Enhancing Recommendation Explanations through User-Centric Refinement ↗Jingsen Zhang, Zihang Tian, Xueyang Feng et al.3 citations
  57. EnigmaToM: Improve LLMs' Theory-of-Mind Reasoning Capabilities with Neural Knowledge Base of Entity States ↗Hainiu Xu, Siya Qi, Jiazheng Li et al.3 citations
  58. Equal Truth: Rumor Detection with Invariant Group Fairness ↗Junyi Chen, Mengjia Wu, Qian Liu et al.3 citations
  59. Evaluating Cultural and Social Awareness of LLM Web Agents ↗Haoyi Qiu, Alexander Fabbri, Divyansh Agarwal et al.3 citations
  60. Evaluating Fairness in Large Vision-Language Models Across Diverse Demographic Attributes and Prompts ↗Xuyang Wu, Yuan Wang, Hsin-Tai Wu et al.3 citations
  61. Exploring Jailbreak Attacks on LLMs through Intent Concealment and Diversion ↗Tiehan Cui, Yanxu Mao, Peipei Liu et al.3 citations
  62. FACTCHECKMATE: Preemptively Detecting and Mitigating Hallucinations in LMs ↗Deema Alnuhait, Neeraja Kirtane, Muhammad Khalifa et al.3 citations
  63. FRAME: Feedback-Refined Agent Methodology for Enhancing Medical Research Insights ↗Chengzhang Yu, Yiming Zhang, Zhixin Liu et al.3 citations
  64. Failing Forward: Improving Generative Error Correction for ASR with Synthetic Data and Retrieval Augmentation ↗Sreyan Ghosh, Mohammad Sadegh Rasooli, Michael Levit et al.3 citations
  65. FairCoT: Enhancing Fairness in Text-to-Image Generation via Chain of Thought Reasoning with Multimodal Large Language Models ↗Zahraa Al Sahili, Ioannis Patras, Matthew Purver3 citations
  66. FairSteer: Inference Time Debiasing for LLMs with Dynamic Activation Steering ↗Yichen Li, Zhiting Fan, Ruizhe Chen et al.3 citations
  67. Faster Machine Translation Ensembling with Reinforcement Learning and Competitive Correction ↗Kritarth Prasad, Mohammadi Zaki, Pratik Rakesh Singh et al.3 citations
  68. FedCoT: Federated Chain-of-Thought Distillation for Large Language Models ↗Tao Fan, Weijing Chen, Yan Kang et al.3 citations
  69. FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making ↗Jiaxiang Chen, Mingxi Zou, Zhuo Wang et al.3 citations
  70. FinRipple: Aligning Large Language Models with Financial Market for Event Ripple Effect Awareness ↗Yuanjian Xu, Jianing Hao, Kunsheng Tang et al.3 citations
  71. Financial Language Model Evaluation (FLaME) ↗Glenn Matlin, Mika Okamoto, Huzaifa Pardawala et al.3 citations
  72. Fine-grained Knowledge Enhancement for Retrieval-Augmented Generation ↗Jingxuan Han, Zhendong Mao, Yi Liu et al.3 citations
  73. Flexible Thinking for Multimodal Emotional Support Conversation via Reinforcement Learning ↗Fanfan Wang, Xiangqing Shen, Jianfei Yu et al.3 citations
  74. From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities ↗Shixin Jiang, Jiafeng Liang, Jiyuan Wang et al.3 citations
  75. Generative Frame Sampler for Long Video Understanding ↗Linli Yao, Haoning Wu, Kun Ouyang et al.3 citations
  76. GeoPQA: Bridging the Visual Perception Gap in MLLMs for Geometric Reasoning ↗Guizhen Chen, Weiwen Xu, Hao Zhang et al.3 citations
  77. GreekBarBench: A Challenging Benchmark for Free-Text Legal Reasoning and Citations ↗Odysseas S. Chlapanis, Dimitrios Galanis, Nikolaos Aletras et al.3 citations
  78. Guiding Large Language Models for Biomedical Entity Linking via Restrictive and Contrastive Decoding ↗Zhenxi Lin, Ziheng Zhang, Jian Wu et al.3 citations
  79. HATA: Trainable and Hardware-Efficient Hash-Aware Top-$k$ Attention for Scalable Large Model Inference ↗Ping Gong, Jiawei Yi, Shengnan Wang et al.3 citations
  80. HPSS: Heuristic Prompting Strategy Search for LLM Evaluators ↗Bosi Wen, Pei Ke, Yufei Sun et al.3 citations
  81. HalluCounter: Reference-free LLM Hallucination Detection in the Wild! ↗Ashok Urlana, Gopichand Kanumolu, Charaka Vinayak Kumar et al.3 citations
  82. Hard Negatives, Hard Lessons: Revisiting Training Data Quality for Robust Information Retrieval with LLMs ↗Nandan Thakur, Crystina Zhang, Xueguang Ma et al.3 citations
  83. HetGCoT: Heterogeneous Graph-Enhanced Chain-of-Thought LLM Reasoning for Academic Question Answering ↗Runsong Jia, Mengjia Wu, Ying Ding et al.3 citations
  84. Heuristic-based Search Algorithm in Automatic Instruction-focused Prompt Optimization: A Survey ↗Wendi Cui, Jiaxin Zhang, Zhuohang Li et al.3 citations
  85. HiCOT: Improving Neural Topic Models via Optimal Transport and Contrastive Learning ↗Hoang Tran Vuong, Tue Le, Tu Vu et al.3 citations
  86. Improving Reward Models with Synthetic Critiques ↗Zihuiwen Ye, Fraser David Greenlee, Max Bartolo et al.3 citations
  87. In-Context Example Selection via Similarity Search Improves Low-Resource Machine Translation ↗Armel Randy Zebaze, Benoît Sagot, Rachel Bawden3 citations
  88. Infogent: An Agent-Based Framework for Web Information Aggregation ↗Revanth Gangi Reddy, Sagnik Mukherjee, Jeonghwan Kim et al.3 citations
  89. Investigating Inference-time Scaling for Chain of Multi-modal Thought: A Preliminary Study ↗Yujie Lin, Ante Wang, Moye Chen et al.3 citations
  90. Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training ↗Zhijun Wang, Jiahuan Li, Hao Zhou et al.3 citations
  91. KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation ↗Siyuan Fang, Kaijing Ma, Tianyu Zheng et al.3 citations
  92. LLM Jailbreak Detection for (Almost) Free! ↗Guorui Chen, Yifan Xia, Xiaojun Jia et al.3 citations
  93. LLM-Based Multi-Agent Systems are Scalable Graph Generative Models ↗Jiarui Ji, Runlin Lei, Jialing Bi et al.3 citations
  94. LLM-based Business Process Models Generation from Textual Descriptions ↗Xiaoxuan Li, Lin Ni, Xin Wang et al.3 citations
  95. LLM-based Conversational Recommendation Agents with Collaborative Verbalized Experience ↗Yaochen Zhu, Harald Steck, Dawen Liang et al.3 citations
  96. LLM-based Translation Inference with Iterative Bilingual Understanding ↗Andong Chen, Kehai Chen, Yang Xiang et al.3 citations
  97. LLMs Can Achieve High-quality Simultaneous Machine Translation as Efficiently as Offline ↗Biao Fu, Minpeng Liao, Kai Fan et al.3 citations
  98. LVLM-Compress-Bench: Benchmarking the Broader Impact of Large Vision-Language Model Compression ↗Souvik Kundu, Anahita Bhiwandiwalla, Sungduk Yu et al.3 citations
  99. Large Language Models Are Better Logical Fallacy Reasoners with Counterargument, Explanation, and Goal-Aware Prompt Formulation ↗Jiwon Jeong, Hyeju Jang, Hogun Park3 citations
  100. Large Language Models are Miscalibrated In-Context Learners ↗Chengzu Li, Han Zhou, Goran Glavaš et al.3 citations

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