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

3,414 papers · page 12 of 35 · the most cited first · ← Findings of the Association for Computational Linguistics 2025

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  1. One-for-All Pruning: A Universal Model for Customized Compression of Large Language Models ↗Rongguang Ye, Ming Tang2 citations
  2. OptiSeq: Ordering Examples On-The-Fly for In-Context Learning ↗Rahul Atul Bhope, Praveen Venkateswaran, K. R. Jayaram et al.2 citations
  3. Optimized Text Embedding Models and Benchmarks for Amharic Passage Retrieval ↗Kidist Amde Mekonnen, Yosef Worku Alemneh, Maarten de Rijke2 citations
  4. PAP2PAT: Benchmarking Outline-Guided Long-Text Patent Generation with Patent-Paper Pairs ↗Valentin Knappich, Anna Hätty, Simon Razniewski et al.2 citations
  5. PGPO: Enhancing Agent Reasoning via Pseudocode-style Planning Guided Preference Optimization ↗Zouying Cao, Runze Wang, Yifei Yang et al.2 citations
  6. PRDetect: Perturbation-Robust LLM-generated Text Detection Based on Syntax Tree ↗Xiang Li, Zhiyi Yin, Hexiang Tan et al.2 citations
  7. PRINCIPLES: Synthetic Strategy Memory for Proactive Dialogue Agents ↗Namyoung Kim, Kai Tzu-iunn Ong, Yeonjun Hwang et al.2 citations
  8. ParetoRAG: Leveraging Sentence-Context Attention for Robust and Efficient Retrieval-Augmented Generation ↗Ruobing Yao, Yifei Zhang, Shuang Song et al.2 citations
  9. Parsing the Switch: LLM-Based UD Annotation for Complex Code-Switched and Low-Resource LanguagesOlga Kellert, Nemika Tyagi, Muhammad Imran et al.2 citations · our summary
  10. PhysicsArena: The First Multimodal Physics Reasoning Benchmark Exploring Variable, Process, and Solution Dimensions ↗Song Dai, Yibo Yan, Jiamin Su et al.2 citations
  11. PhysicsEval: Inference-Time Techniques to Improve the Reasoning Proficiency of Large Language Models on Physics Problems ↗Oshayer Siddique, J. M Areeb Uzair Alam, Md Jobayer Rahman Rafy et al.2 citations
  12. PipeSpec: Breaking Stage Dependencies in Hierarchical LLM Decoding ↗Bradley McDanel, Sai Qian Zhang, Yunhai Hu et al.2 citations
  13. Position-Aware Depth Decay Decoding ($D^3$): Boosting Large Language Model Inference Efficiency ↗Siqi Fan, Xuezhi Fang, Xingrun Xing et al.2 citations
  14. Post Persona Alignment for Multi-Session Dialogue Generation ↗Yi-Pei Chen, Noriki Nishida, Hideki Nakayama et al.2 citations
  15. PosterSum: A Multimodal Benchmark for Scientific Poster Summarization ↗Rohit Saxena, Pasquale Minervini, Frank Keller2 citations
  16. Pre-Storage Reasoning for Episodic Memory: Shifting Inference Burden to Memory for Personalized Dialogue ↗Sangyeop Kim, Yohan Lee, Sanghwa Kim et al.2 citations
  17. PreGenie: An Agentic Framework for High-quality Visual Presentation Generation ↗Xiaojie Xu, Xinli Xu, Sirui Chen et al.2 citations
  18. Predicting Depression in Screening Interviews from Interactive Multi-Theme Collaboration ↗Xianbing Zhao, Yiqing Lyu, Di Wang et al.2 citations
  19. Preference Curriculum: LLMs Should Always Be Pretrained on Their Preferred Data ↗Xuemiao Zhang, Xu Liangyu, Feiyu Duan et al.2 citations
  20. Presumed Cultural Identity: How Names Shape LLM Responses ↗Siddhesh Milind Pawar, Arnav Arora, Lucie-Aimée Kaffee et al.2 citations
  21. Privacy Ripple Effects from Adding or Removing Personal Information in Language Model Training ↗Jaydeep Borkar, Matthew Jagielski, Katherine Lee et al.2 citations
  22. ProjectEval: A Benchmark for Programming Agents Automated Evaluation on Project-Level Code Generation ↗Kaiyuan Liu, Youcheng Pan, Yang Xiang et al.2 citations
  23. PromptWizard: Optimizing Prompts via Task-Aware, Feedback-Driven Self-Evolution ↗Eshaan Agarwal, Raghav Magazine, Joykirat Singh et al.2 citations
  24. Promptception: How Sensitive Are Large Multimodal Models to Prompts? ↗Mohamed Insaf Ismithdeen, Muhammad Uzair Khattak, Salman Khan2 citations
  25. ProxyLM: Predicting Language Model Performance on Multilingual Tasks via Proxy Models ↗David Anugraha, Genta Indra Winata, Chenyue Li et al.2 citations
  26. PsyScam: A Benchmark for Psychological Techniques in Real-World Scams ↗Shang Ma, Tianyi Ma, Jiahao Liu et al.2 citations
  27. Q-PRM: Adaptive Query Rewriting for Retrieval-Augmented Generation via Step-level Process Supervision ↗Xiaopeng Ye, Chen Xu, Chaoliang Zhang et al.2 citations
  28. Quantifying Uncertainty in Natural Language Explanations of Large Language Models for Question Answering ↗Yangyi Li, Mengdi Huai2 citations
  29. R-LoRA: Randomized Multi-Head LoRA for Efficient Multi-task Learning ↗Jinda Liu, Yi Chang, Yuan Wu2 citations
  30. RAMQA: A Unified Framework for Retrieval-Augmented Multi-Modal Question Answering ↗Yang Bai, Christan Grant, Daisy Zhe Wang2 citations
  31. RASPberry: Retrieval-Augmented Monte Carlo Tree Self-Play with Reasoning Consistency for Multi-Hop Question Answering ↗Baixuan Li, Yunlong Fan, Tianyi Ma et al.2 citations
  32. RISE: Reasoning Enhancement via Iterative Self-Exploration in Multi-hop Question Answering ↗Bolei He, Xinran He, Mengke Chen et al.2 citations
  33. RLKGF: Reinforcement Learning from Knowledge Graph Feedback Without Human Annotations ↗Lian Yan, Chen Tang, Yi Guan et al.2 citations
  34. RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation ↗Zhentao Xie, Chengcheng Han, Jinxin Shi et al.2 citations
  35. RaaS: Reasoning-Aware Attention Sparsity for Efficient LLM Reasoning ↗Junhao Hu, Wenrui Huang, Weidong Wang et al.2 citations
  36. RankAdaptor: Hierarchical Rank Allocation for Efficient Fine-Tuning Pruned LLMs via Performance Model ↗Changhai Zhou, Shijie Han, Lining Yang et al.2 citations
  37. Re-FRAME the Meeting Summarization SCOPE: Fact-Based Summarization and Personalization via Questions ↗Frederic Kirstein, Sonu Kumar, Terry Ruas et al.2 citations
  38. RealHiTBench: A Comprehensive Realistic Hierarchical Table Benchmark for Evaluating LLM-Based Table Analysis ↗Pengzuo Wu, Yuhang Yang, Guangcheng Zhu et al.2 citations
  39. Reason from Future: Reverse Thought Chain Enhances LLM Reasoning ↗Yinlong Xu, Yanzhao Zheng, Shuoshuo Sun et al.2 citations
  40. Reasoning Circuits in Language Models: A Mechanistic Interpretation of Syllogistic Inference ↗Geonhee Kim, Marco Valentino, Andre Freitas2 citations
  41. Redundancy, Isotropy, and Intrinsic Dimensionality of Prompt-based Text Embeddings ↗Hayato Tsukagoshi, Ryohei Sasano2 citations
  42. Rehearse With User: Personalized Opinion Summarization via Role-Playing based on Large Language Models ↗Yanyue Zhang, Yulan He, Deyu Zhou2 citations
  43. ReliableEval: A Recipe for Stochastic LLM Evaluation via Method of Moments ↗Gili Lior, Eliya Habba, Shahar Levy et al.2 citations
  44. Rethinking Prompt-based Debiasing in Large Language Model ↗Xinyi Yang, Runzhe Zhan, Shu Yang et al.2 citations
  45. Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges ↗Hongru Wang, Wenyu Huang, Yufei Wang et al.2 citations
  46. Revealing Hidden Mechanisms of Cross-Country Content Moderation with Natural Language Processing ↗Neemesh Yadav, Jiarui Liu, Francesco Ortu et al.2 citations
  47. ReviewEval: An Evaluation Framework for AI-Generated Reviews ↗Madhav Krishan Garg, Tejash Prasad, Tanmay Singhal et al.2 citations
  48. Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities? ↗Jiahe Jin, Yanheng He, Mingyan Yang2 citations
  49. Revisiting In-Context Learning with Long Context Language Models ↗Jinheon Baek, Sun Jae Lee, Prakhar Gupta et al.2 citations
  50. Revisiting Weak-to-Strong Generalization in Theory and Practice: Reverse KL vs. Forward KL ↗Wei Yao, Wenkai Yang, Ziqiao Wang et al.2 citations
  51. Robust Data Watermarking in Language Models by Injecting Fictitious Knowledge ↗Xinyue Cui, Johnny Wei, Swabha Swayamdipta et al.2 citations
  52. Robustness and Confounders in the Demographic Alignment of LLMs with Human Perceptions of Offensiveness ↗Shayan Alipour, Indira Sen, Mattia Samory et al.2 citations
  53. RomanLens: The Role Of Latent Romanization In Multilinguality In LLMs ↗Alan Saji, Jaavid Aktar Husain, Thanmay Jayakumar et al.2 citations
  54. RoseRAG: Robust Retrieval-augmented Generation with Small-scale LLMs via Margin-aware Preference Optimization ↗Tianci Liu, Haoxiang Jiang, Tianze Wang et al.2 citations
  55. SAFE: A Sparse Autoencoder-Based Framework for Robust Query Enrichment and Hallucination Mitigation in LLMs ↗Samir Abdaljalil, Filippo Pallucchini, Andrea Seveso et al.2 citations
  56. SFMSS: Service Flow aware Medical Scenario Simulation for Conversational Data Generation ↗Zhijie Bao, Qingyun Liu, Xuanjing Huang et al.2 citations
  57. SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State Machine ↗Xiaochen Wang, Junqing He, Liang Chen et al.2 citations
  58. SIMPLOT: Enhancing Chart Question Answering by Distilling Essentials ↗Wonjoong Kim, Sangwu Park, Yeonjun In et al.2 citations
  59. SMART: Self-Aware Agent for Tool Overuse Mitigation ↗Cheng Qian, Emre Can Acikgoz, Hongru Wang et al.2 citations
  60. SOLAR: Serendipity Optimized Language Model Aligned for Recommendation ↗Zichen Yuan, Lifan Sun, Yucen Zhuang et al.2 citations
  61. SOPL: A Sequential Optimal Learning Approach to Automated Prompt Engineering in Large Language Models ↗Shuyang Wang, Somayeh Moazeni, Diego Klabjan2 citations
  62. SPHERE: An Evaluation Card for Human-AI Systems ↗Dora Zhao, Qianou Ma, Xinran Zhao et al.2 citations
  63. SQL Injection Jailbreak: A Structural Disaster of Large Language Models ↗Jiawei Zhao, Kejiang Chen, Weiming Zhang et al.2 citations
  64. STORYTELLER: An Enhanced Plot-Planning Framework for Coherent and Cohesive Story Generation ↗Jiaming Li, Yukun Chen, Ziqiang Liu et al.2 citations
  65. STeCa: Step-level Trajectory Calibration for LLM Agent Learning ↗Hanlin Wang, Jian Wang, Chak Tou Leong et al.2 citations
  66. SVeritas: Benchmark for Robust Speaker Verification under Diverse Conditions ↗Massa Baali, Sarthak Bisht, Francisco Teixeira et al.2 citations
  67. Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Models ↗Siyin Wang, Xingsong Ye, Qinyuan Cheng et al.2 citations
  68. SafeRoute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models ↗Seanie Lee, Dong Bok Lee, Dominik Wagner et al.2 citations
  69. SafeSwitch: Steering Unsafe LLM Behavior via Internal Activation Signals ↗Peixuan Han, Cheng Qian, Xiusi Chen et al.2 citations
  70. Safety Through Reasoning: An Empirical Study of Reasoning Guardrail Models ↗Makesh Narsimhan Sreedhar, Traian Rebedea, Christopher Parisien2 citations
  71. Seeing is Believing: Emotion-Aware Audio-Visual Language Modeling for Expressive Speech Generation ↗Weiting Tan, Jiachen Lian, Hirofumi Inaguma et al.2 citations
  72. Self-Guided Function Calling in Large Language Models via Stepwise Experience Recall ↗Sijia Cui, Aiyao He, Shuai Xu et al.2 citations
  73. SelfAug: Mitigating Catastrophic Forgetting in Retrieval-Augmented Generation via Distribution Self-Alignment ↗Yuqing Huang, Rongyang Zhang, Qimeng Wang et al.2 citations
  74. Should I Trust You? Detecting Deception in Negotiations using Counterfactual RL ↗Wichayaporn Wongkamjan, Yanze Wang, Feng Gu et al.2 citations
  75. Side Effects of Erasing Concepts from Diffusion Models ↗Shaswati Saha, Sourajit Saha, Manas Gaur et al.2 citations
  76. Simple Factuality Probes Detect Hallucinations in Long-Form Natural Language Generation ↗Jiatong Han, Neil Band, Muhammed Razzak et al.2 citations
  77. Simulating Identity, Propagating Bias: Abstraction and Stereotypes in LLM-Generated Text ↗Pia Sommerauer, Giulia Rambelli, Tommaso Caselli2 citations
  78. Skeleton-Guided-Translation: A Benchmarking Framework for Code Repository Translation with Fine-Grained Quality Evaluation ↗Xing Zhang, Jiaheng Wen, Fangkai Yang et al.2 citations
  79. Socratic Style Chain-of-Thoughts Help LLMs to be a Better Reasoner ↗Jiangbo Pei, Peiyu Liu, Wayne Xin Zhao et al.2 citations
  80. Soft Token Attacks Cannot Reliably Audit Unlearning in Large Language Models ↗Haokun Chen, Sebastian Szyller, Weilin Xu et al.2 citations
  81. SpecCoT: Accelerating Chain-of-Thought Reasoning through Speculative Exploration ↗Junhan Shi, Yijia Zhu, Zhenning Shi et al.2 citations
  82. Stereotype Detection as a Catalyst for Enhanced Bias Detection: A Multi-Task Learning Approach ↗Aditya Tomar, Rudra Murthy, Pushpak Bhattacharyya2 citations
  83. Stories that (are) Move(d by) Markets: A Causal Exploration of Market Shocks and Semantic Shifts across Different Partisan Groups ↗Felix Drinkall, Stefan Zohren, Michael McMahon et al.2 citations
  84. SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning ↗Mingsheng Cai, Jiuming Jiang, Wenhao Huang et al.2 citations
  85. Supportiveness-based Knowledge Rewriting for Retrieval-augmented Language Modeling ↗Zile Qiao, Wei Ye, Yong Jiang et al.2 citations
  86. SwiftPrune: Hessian-Free Weight Pruning for Large Language Models ↗Yuhan Kang, Yang Shi, Mei Wen et al.2 citations
  87. SynGhost: Invisible and Universal Task-agnostic Backdoor Attack via Syntactic Transfer ↗Pengzhou Cheng, Wei Du, Zongru Wu et al.2 citations
  88. TABGEN-ICL: Residual-Aware In-Context Example Selection for Tabular Data Generation ↗Liancheng Fang, Aiwei Liu, Hengrui Zhang et al.2 citations
  89. TAMP: Token-Adaptive Layerwise Pruning in Multimodal Large Language Models ↗Jaewoo Lee, Keyang Xuan, Chanakya Ekbote et al.2 citations
  90. TC-Bench: Benchmarking Temporal Compositionality in Conditional Video Generation ↗Weixi Feng, Jiachen Li, Michael Saxon et al.2 citations
  91. TDCSA: LLM-Guided Top-Down Approach for Robust Citation Sentiment Analysis ↗Fan Gao, Jieyang Peng, Xiaoming Tao et al.2 citations
  92. TS-SQL: Test-driven Self-refinement for Text-to-SQL ↗Wenbo Xu, Haifeng Zhu, Liang Yan et al.2 citations
  93. Table-Text Alignment: Explaining Claim Verification Against Tables in Scientific Papers ↗Xanh Ho, Sunisth Kumar, Yun-Ang Wu et al.2 citations
  94. TagRouter: Learning Route to LLMs through Tags for Open-Domain Text Generation Tasks ↗Zhou Chen, Zhiqiang Wei, Yuqi Bai et al.2 citations
  95. TailorKV: A Hybrid Framework for Long-Context Inference via Tailored KV Cache Optimization ↗Dingyu Yao, Bowen Shen, Zheng Lin et al.2 citations
  96. Tales of Morality: Comparing Human- and LLM-Generated Moral Stories from Visual Cues ↗Rezvaneh Rezapour, Sullam Jeoung, Zhiwen You et al.2 citations
  97. Temporal Consistency for LLM Reasoning Process Error Identification ↗Jiacheng Guo, Yue Wu, Jiahao Qiu et al.2 citations
  98. Text Anomaly Detection with Simplified Isolation Kernel ↗Yang Cao, Sikun Yang, Yujiu Yang et al.2 citations
  99. Text or Pixels? Evaluating Efficiency and Understanding of LLMs with Visual Text Inputs ↗Yanhong Li, Zixuan Lan, Jiawei Zhou2 citations
  100. Texts or Images? A Fine-grained Analysis on the Effectiveness of Input Representations and Models for Table Question Answering ↗Wei Zhou, Mohsen Mesgar, Heike Adel et al.2 citations

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