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ACL 2025: all accepted papers

1,966 papers · page 10 of 20 · the most cited first · ← ACL 2025

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  1. Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning ↗Hui Liu, Wenya Wang, Hao Sun et al. · Long Papers2 citations
  2. Untie the Knots: An Efficient Data Augmentation Strategy for Long-Context Pre-Training in Language Models ↗Junfeng Tian, Da Zheng, Yang Chen et al. · Long Papers2 citations
  3. Unveiling Attractor Cycles in Large Language Models: A Dynamical Systems View of Successive Paraphrasing ↗Zhilin Wang, Yafu Li, Jianhao Yan et al. · Long Papers2 citations
  4. Unveiling Language-Specific Features in Large Language Models via Sparse Autoencoders ↗Boyi Deng, Yu Wan, Baosong Yang et al. · Long Papers2 citations
  5. User Feedback Alignment for LLM-powered Exploration in Large-scale Recommendation Systems ↗Jianling Wang, Yifan Liu, Yinghao Sun et al. · Industry Track2 citations
  6. User-side Model Consistency Monitoring for Open Source Large Language Models Inference Services ↗Qijun Miao, Zhixuan Fang · Long Papers2 citations
  7. VITAL: A New Dataset for Benchmarking Pluralistic Alignment in Healthcare ↗Anudeex Shetty, Amin Beheshti, Mark Dras et al. · Long Papers2 citations
  8. Value Compass Benchmarks: A Comprehensive, Generative and Self-Evolving Platform for LLMs' Value Evaluation ↗Jing Yao, Xiaoyuan Yi, Shitong Duan et al. · System Demonstrations2 citations
  9. Value Residual Learning ↗Zhanchao Zhou, Tianyi Wu, Zhiyun Jiang et al. · Long Papers2 citations
  10. Visual Evidence Prompting Mitigates Hallucinations in Large Vision-Language Models ↗Wei Li, Zhen Huang, Houqiang Li et al. · Long Papers2 citations
  11. Wait, that's not an option: LLMs Robustness with Incorrect Multiple-Choice Options ↗Gracjan Góral, Emilia Wiśnios, Piotr Sankowski et al. · Long Papers2 citations
  12. Watermarking Large Language Models: An Unbiased and Low-risk Method ↗Minjia Mao, Dongjun Wei, Zeyu Chen et al. · Long Papers2 citations
  13. Weaving Context Across Images: Improving Vision-Language Models through Focus-Centric Visual Chains ↗Juntian Zhang, Chuanqi Cheng, Yuhan Liu et al. · Long Papers2 citations
  14. What Really Matters in Many-Shot Attacks? An Empirical Study of Long-Context Vulnerabilities in LLMs ↗Sangyeop Kim, Yohan Lee, Yongwoo Song et al. · Long Papers2 citations
  15. What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices ↗Zhi Chen, Qiguang Chen, Libo Qin et al. · Long Papers2 citations
  16. What is Stigma Attributed to? A Theory-Grounded, Expert-Annotated Interview Corpus for Demystifying Mental-Health Stigma ↗Han Meng, Yancan Chen, Yunan Li et al. · Long Papers2 citations
  17. When Will the Tokens End? Graph-Based Forecasting for LLMs Output Length ↗Grzegorz Piotrowski, Mateusz Bystroński, Mikołaj Hołysz et al. · Student Research Workshop2 citations
  18. When the LM misunderstood the human chuckled: Analyzing garden path effects in humans and language models ↗Samuel Joseph Amouyal, Aya Meltzer-Asscher, Jonathan Berant · Long Papers2 citations
  19. When to Speak, When to Abstain: Contrastive Decoding with Abstention ↗Hyuhng Joon Kim, Youna Kim, Sang-goo Lee et al. · Long Papers2 citations
  20. Whose Boat Does it Float? Improving Personalization in Preference Tuning via Inferred User Personas ↗Nishant Balepur, Vishakh Padmakumar, Fumeng Yang et al. · Long Papers2 citations
  21. Words of Warmth: Trust and Sociability Norms for over 26k English Words ↗Saif M. Mohammad · Long Papers2 citations
  22. Writing Like the Best: Exemplar-Based Expository Text Generation ↗Yuxiang Liu, Kevin Chen-Chuan Chang · Long Papers2 citations
  23. uMedSum: A Unified Framework for Clinical Abstractive Summarization ↗Aishik Nagar, Yutong Liu, Andy T. Liu et al. · Long Papers2 citations
  24. $SECRET$: Semi-supervised Clinical Trial Document Similarity Search ↗Trisha Das, Afrah Shafquat, Mandis Beigi et al. · Long Papers1 citation
  25. A Framework for Fine-Grained Complexity Control in Health Answer Generation ↗Daniel Jorge Bernardo Ferreira, Tiago Almeida, Sérgio Matos · Student Research Workshop1 citation
  26. A Large-Scale Real-World Evaluation of an LLM-Based Virtual Teaching Assistant ↗Sunjun Kweon, Sooyohn Nam, Hyunseung Lim et al. · Industry Track1 citation
  27. A New Formulation of Zipf's Meaning-Frequency Law through Contextual Diversity ↗Ryo Nagata, Kumiko Tanaka-Ishii · Long Papers · 🏆 Outstanding Paper1 citation
  28. A Semantic Uncertainty Sampling Strategy for Back-Translation in Low-Resources Neural Machine Translation ↗Yepai Jia, Yatu Ji, Xiang Xue et al. · Student Research Workshop1 citation
  29. A Spatio-Temporal Point Process for Fine-Grained Modeling of Reading Behavior ↗Francesco Ignazio Re, Andreas Opedal, Glib Manaiev et al. · Long Papers1 citation
  30. A Text is Worth Several Tokens: Text Embedding from LLMs Secretly Aligns Well with The Key Tokens ↗Zhijie Nie, Richong Zhang, Zhanyu Wu · Long Papers1 citation
  31. A Triple-View Framework for Fine-Grained Emotion Classification with Clustering-Guided Contrastive Learning ↗Junqing Gong, Binhan Yang, Wei Shen · Long Papers1 citation
  32. A Troublemaker with Contagious Jailbreak Makes Chaos in Honest Towns ↗Tianyi Men, Pengfei Cao, Zhuoran Jin et al. · Long Papers1 citation
  33. AGD: Adversarial Game Defense Against Jailbreak Attacks in Large Language Models ↗Shilong Pan, Zhiliang Tian, Zhen Huang et al. · Long Papers1 citation
  34. AI2Agent: An End-to-End Framework for Deploying AI Projects as Autonomous Agents ↗Jiaxiang Chen, Jingwei Shi, Lei Gan et al. · System Demonstrations1 citation
  35. AI4Reading: Chinese Audiobook Interpretation System Based on Multi-Agent Collaboration ↗Minjiang Huang, Jipeng Qiang, Yi Zhu et al. · System Demonstrations1 citation
  36. APPL: A Prompt Programming Language for Harmonious Integration of Programs and Large Language Model Prompts ↗Honghua Dong, Qidong Su, Yubo Gao et al. · Long Papers1 citation
  37. AUTOSUMM: A Comprehensive Framework for LLM-Based Conversation Summarization ↗Abhinav Gupta, Devendra Singh, Greig A Cowan et al. · Industry Track1 citation
  38. Abacus-SQL: A Text-to-SQL System Empowering Cross-Domain and Open-Domain Database Retrieval ↗Keyan Xu, Dingzirui Wang, Xuanliang Zhang et al. · System Demonstrations1 citation
  39. AdaEdit: Advancing Continuous Knowledge Editing For Large Language Models ↗Qi Li, Xiaowen Chu · Long Papers1 citation
  40. AdamMeme: Adaptively Probe the Reasoning Capacity of Multimodal Large Language Models on Harmfulness ↗Zixin Chen, Hongzhan Lin, Kaixin Li et al. · Long Papers1 citation
  41. Addressing Blind Guessing: Calibration of Selection Bias in Multiple-Choice Question Answering by Video Language Models ↗Olga Loginova, Oleksandr Bezrukov, Ravi Shekhar et al. · Long Papers1 citation
  42. Advanced Messaging Platform (AMP): Pipeline for Automated Enterprise Email Processing ↗Simerjot Kaur, Charese Smiley, Keshav Ramani et al. · Industry Track1 citation
  43. Advancing African-Accented English Speech Recognition: Epistemic Uncertainty-Driven Data Selection for Generalizable ASR Models ↗Bonaventure F. P. Dossou · Student Research Workshop1 citation
  44. Advancing Zero-shot Text-to-Speech Intelligibility across Diverse Domains via Preference Alignment ↗Xueyao Zhang, Yuancheng Wang, Chaoren Wang et al. · Long Papers1 citation
  45. Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents ↗Tianyi Men, Zhuoran Jin, Pengfei Cao et al. · Long Papers1 citation
  46. AlignDistil: Token-Level Language Model Alignment as Adaptive Policy Distillation ↗Songming Zhang, Xue Zhang, Tong Zhang et al. · Long Papers1 citation
  47. Aligned but Blind: Alignment Increases Implicit Bias by Reducing Awareness of Race ↗Lihao Sun, Chengzhi Mao, Valentin Hofmann et al. · Long Papers1 citation
  48. Aligning Large Language Models with Implicit Preferences from User-Generated Content ↗Zhaoxuan Tan, Zheng Li, Tianyi Liu et al. · Long Papers1 citation
  49. Aligning VLM Assistants with Personalized Situated Cognition ↗Yongqi Li, Shen Zhou, Xiaohu Li et al. · Long Papers1 citation
  50. Amplifying Trans and Nonbinary Voices: A Community-Centred Harm Taxonomy for LLMs ↗Eddie L. Ungless, Sunipa Dev, Cynthia L. Bennett et al. · Long Papers1 citation
  51. An Expanded Massive Multilingual Dataset for High-Performance Language Technologies (HPLT)Laurie Burchell, Ona de Gibert, Nikolay Arefyev et al. · Long Papers1 citation · our summary
  52. AnRe: Analogical Replay for Temporal Knowledge Graph Forecasting ↗Guo Tang, Zheng Chu, Wenxiang Zheng et al. · Long Papers1 citation
  53. Answering Complex Geographic Questions by Adaptive Reasoning with Visual Context and External Commonsense Knowledge ↗Fan Li, Jianxing Yu, Jielong Tang et al. · Long Papers1 citation
  54. Anything Goes? A Crosslinguistic Study of (Im)possible Language Learning in LMs ↗Xiulin Yang, Tatsuya Aoyama, Yuekun Yao et al. · Long Papers1 citation
  55. ArchiDocGen: Multi-Agent Framework for Expository Document Generation in the Architectural Industry ↗Junjie Jiang, Haodong Wu, Yongqi Zhang et al. · Industry Track1 citation
  56. Arctic-TILT. Business Document Understanding at Sub-Billion Scale ↗Łukasz Borchmann, Michał Pietruszka, Wojciech Jaśkowski et al. · Industry Track1 citation
  57. Are the Hidden States Hiding Something? Testing the Limits of Factuality-Encoding Capabilities in LLMs ↗Giovanni Servedio, Alessandro De Bellis, Dario Di Palma et al. · Long Papers1 citation
  58. Around the World in 24 Hours: Probing LLM Knowledge of Time and Place ↗Carolin Holtermann, Paul Röttger, Anne Lauscher · Long Papers1 citation
  59. Assessing Reliability and Political Bias In LLMs' Judgements of Formal and Material Inferences With Partisan Conclusions ↗Reto Gubelmann, Ghassen Karray · Long Papers1 citation
  60. AutoAlign: Get Your LLM Aligned with Minimal Annotations ↗Xinyu Lu, Dong Xu, Chunkang Zhang et al. · System Demonstrations1 citation
  61. BOOKCOREF: Coreference Resolution at Book Scale ↗Giuliano Martinelli, Tommaso Bonomo, Pere-Lluís Huguet Cabot et al. · Long Papers1 citation
  62. BOOKWORLD: From Novels to Interactive Agent Societies for Story Creation ↗Yiting Ran, Xintao Wang, Tian Qiu et al. · Long Papers1 citation
  63. Battling against Tough Resister: Strategy Planning with Adversarial Game for Non-collaborative Dialogues ↗Haiyang Wang, Zhiliang Tian, Yuchen Pan et al. · Long Papers1 citation
  64. Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey ↗Ivan Vegner, Sydelle de Souza, Valentin Forch et al. · Long Papers1 citation
  65. Better Embeddings with Coupled Adam ↗Felix Stollenwerk, Tobias Stollenwerk · Long Papers1 citation
  66. Between Circuits and Chomsky: Pre-pretraining on Formal Languages Imparts Linguistic Biases ↗Michael Y. Hu, Jackson Petty, Chuan Shi et al. · Long Papers · 🏆 Outstanding Paper1 citation
  67. Beyond Dialogue: A Profile-Dialogue Alignment Framework Towards General Role-Playing Language Model ↗Yeyong Yu, Runsheng Yu, Haojie Wei et al. · Long Papers1 citation
  68. Beyond Output Matching: Bidirectional Alignment for Enhanced In-Context Learning ↗Chengwei Qin, Wenhan Xia, Fangkai Jiao et al. · Long Papers1 citation
  69. Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms ↗Mengru Wang, Ziwen Xu, Shengyu Mao et al. · Long Papers1 citation
  70. Beyond Sequences: Two-dimensional Representation and Dependency Encoding for Code Generation ↗Xiangyu Zhang, Yu Zhou, Guang Yang et al. · Long Papers1 citation
  71. Beyond Text Compression: Evaluating Tokenizers Across Scales ↗Jonas F. Lotz, António V. Lopes, Stephan Peitz et al. · Long Papers1 citation
  72. Boosting LLM's Molecular Structure Elucidation with Knowledge Enhanced Tree Search Reasoning ↗Xiang Zhuang, Bin Wu, Jiyu Cui et al. · Long Papers1 citation
  73. Bregman Conditional Random Fields: Sequence Labeling with Parallelizable Inference Algorithms ↗Caio Corro, Mathieu Lacroix, Joseph Le Roux · Long Papers1 citation
  74. Building Better: Avoiding Pitfalls in Developing Language Resources when Data is Scarce ↗Nedjma Ousidhoum, Meriem Beloucif, Saif M. Mohammad · Long Papers1 citation
  75. CADReview: Automatically Reviewing CAD Programs with Error Detection and Correction ↗Jiali Chen, Xusen Hei, HongFei Liu et al. · Long Papers1 citation
  76. CEAES: Bidirectional Reinforcement Learning Optimization for Consistent and Explainable Essay Assessment ↗Xia Li, Wenjing Pan · Long Papers1 citation
  77. CHEER-Ekman: Fine-grained Embodied Emotion Classification ↗Phan Anh Duong, Cat Luong, Divyesh Bommana et al. · Short Papers1 citation
  78. CORAL: Learning Consistent Representations across Multi-step Training with Lighter Speculative Drafter ↗Yepeng Weng, Dianwen Mei, Huishi Qiu et al. · Long Papers1 citation
  79. CORDIAL: Can Multimodal Large Language Models Effectively Understand Coherence Relationships? ↗Aashish Anantha Ramakrishnan, Aadarsh Anantha Ramakrishnan, Dongwon Lee · Long Papers1 citation
  80. Can External Validation Tools Improve Annotation Quality for LLM-as-a-Judge? ↗Arduin Findeis, Floris Weers, Guoli Yin et al. · Long Papers1 citation
  81. Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision? ↗Zihao Li, Lecheng Zheng, Bowen Jin et al. · Long Papers1 citation
  82. Can LLMs Deceive CLIP? Benchmarking Adversarial Compositionality of Pre-trained Multimodal Representation via Text Updates ↗Jaewoo Ahn, Heeseung Yun, Dayoon Ko et al. · Long Papers1 citation
  83. Can LLMs Evaluate Complex Attribution in QA? Automatic Benchmarking using Knowledge Graphs ↗Nan Hu, Jiaoyan Chen, Yike Wu et al. · Long Papers1 citation
  84. Can Language Models Reason about Individualistic Human Values and Preferences? ↗Liwei Jiang, Taylor Sorensen, Sydney Levine et al. · Long Papers1 citation
  85. Can a Large Language Model Keep My Secrets? A Study on LLM-Controlled Agents ↗Niklas Hemken, Sai Koneru, Florian Jacob et al. · Student Research Workshop1 citation
  86. Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model ↗Emre Can Acikgoz, Jeremiah Greer, Akul Datta et al. · Long Papers1 citation
  87. Capture the Key in Reasoning to Enhance CoT Distillation Generalization ↗Chengwei Dai, Kun Li, Wei Zhou et al. · Long Papers1 citation
  88. Capturing Author Self Beliefs in Social Media Language ↗Siddharth Mangalik, Adithya V. Ganesan, Abigail Wheeler et al. · Long Papers1 citation
  89. ChainEdit: Propagating Ripple Effects in LLM Knowledge Editing through Logical Rule-Guided Chains ↗Zilu Dong, Xiangqing Shen, Zinong Yang et al. · Long Papers1 citation
  90. ChartLens: Fine-grained Visual Attribution in Charts ↗Manan Suri, Puneet Mathur, Nedim Lipka et al. · Long Papers1 citation
  91. Circuit Stability Characterizes Language Model Generalization ↗Alan Sun · Long Papers1 citation
  92. CoE: A Clue of Emotion Framework for Emotion Recognition in Conversations ↗Zhiyu Shen, Yunhe Pang, Yanghui Rao et al. · Long Papers1 citation
  93. CoLeM: A framework for semantic interpretation of Russian-language tables based on contrastive learning ↗Kirill Tobola, Nikita Dorodnykh · Student Research Workshop1 citation
  94. CoRet: Improved Retriever for Code Editing ↗Fabio James Fehr, Prabhu Teja S, Luca Franceschi et al. · Short Papers1 citation
  95. Com$^2$ : A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models ↗Kai Xiong, Xiao Ding, Yixin Cao et al. · Long Papers1 citation
  96. Combining Domain and Alignment Vectors Provides Better Knowledge-Safety Trade-offs in LLMs ↗Megh Thakkar, Quentin Fournier, Matthew Riemer et al. · Short Papers1 citation
  97. ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development ↗Zhenran Xu, Xue Yang, Yiyu Wang et al. · System Demonstrations1 citation
  98. Commonsense Reasoning in Arab Culture ↗Abdelrahman Sadallah, Junior Cedric Tonga, Khalid Almubarak et al. · Long Papers1 citation
  99. Comparison-based Active Preference Learning for Multi-dimensional Personalization ↗Minhyeon Oh, Seungjoon Lee, Jungseul Ok · Long Papers1 citation
  100. ConSim: Measuring Concept-Based Explanations' Effectiveness with Automated Simulatability ↗Antonin Poché, Alon Jacovi, Agustin Martin Picard et al. · Long Papers1 citation

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