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ACL 2025: all accepted papers

1,966 papers · page 14 of 20 · the most cited first · ← ACL 2025

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  1. Sparse Logit Sampling: Accelerating Knowledge Distillation in LLMs ↗Anshumann, Mohd Abbas Zaidi, Akhil Kedia et al. · Long Papers1 citation
  2. SpeechWeave: Diverse Multilingual Synthetic Text & Audio Data Generation Pipeline for Training Text to Speech Models ↗Karan Dua, Puneet Mittal, Ranjeet Gupta et al. · Industry Track1 citation
  3. Speed Without Sacrifice: Fine-Tuning Language Models with Medusa and Knowledge Distillation in Travel Applications ↗Daniel Zagyva, Emmanouil Stergiadis, Laurens van der Maas et al. · Industry Track1 citation
  4. SpindleKV: A Novel KV Cache Reduction Method Balancing Both Shallow and Deep Layers ↗Zicong Tang, Shi Luohe, Zuchao Li et al. · Long Papers1 citation
  5. Stealing Training Data from Large Language Models in Decentralized Training through Activation Inversion Attack ↗Chenxi Dai, Lin Lu, Pan Zhou · Long Papers1 citation
  6. Stepwise Reasoning Disruption Attack of LLMs ↗Jingyu Peng, Maolin Wang, Xiangyu Zhao et al. · Long Papers1 citation
  7. StitchLLM: Serving LLMs, One Block at a Time ↗Bodun Hu, Shuozhe Li, Saurabh Agarwal et al. · Long Papers1 citation
  8. Structure-aware Domain Knowledge Injection for Large Language Models ↗Kai Liu, Ze Chen, Zhihang Fu et al. · Long Papers1 citation
  9. SubLIME: Subset Selection via Rank Correlation Prediction for Data-Efficient LLM Evaluation ↗Gayathri Saranathan, Cong Xu, Mahammad Parwez Alam et al. · Long Papers · 🏆 Best Theme Paper1 citation
  10. Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing ↗Kaishuai Xu, Tiezheng Yu, Wenjun Hou et al. · Long Papers1 citation
  11. Subword models struggle with word learning, but surprisal hides it ↗Bastian Bunzeck, Sina Zarrieß · Short Papers1 citation
  12. SudoLM: Learning Access Control of Parametric Knowledge with Authorization Alignment ↗Qin Liu, Fei Wang, Chaowei Xiao et al. · Long Papers1 citation
  13. SurveyPilot: an Agentic Framework for Automated Human Opinion Collection from Social Media ↗Viet Thanh Pham, Lizhen Qu, Zhuang Li et al. · Long Papers1 citation
  14. Synergizing Unsupervised Episode Detection with LLMs for Large-Scale News Events ↗Priyanka Kargupta, Yunyi Zhang, Yizhu Jiao et al. · Long Papers1 citation
  15. T2A-Feedback: Improving Basic Capabilities of Text-to-Audio Generation via Fine-grained AI Feedback ↗Zehan Wang, Ke Lei, Chen Zhu et al. · Long Papers1 citation
  16. THOR-MoE: Hierarchical Task-Guided and Context-Responsive Routing for Neural Machine Translation ↗Yunlong Liang, Fandong Meng, Jie Zhou · Long Papers1 citation
  17. TRIDENT: Enhancing Large Language Model Safety with Tri-Dimensional Diversified Red-Teaming Data Synthesis ↗Xiaorui Wu, Xiaofeng Mao, Fei Li et al. · Long Papers1 citation
  18. TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models ↗Deyin Yi, Yihao Liu, Lang Cao et al. · Industry Track1 citation
  19. Targeted Syntactic Evaluation for Grammatical Error CorrectionAomi Koyama, Masato Mita, Su-Youn Yoon et al. · Long Papers1 citation · our summary
  20. Task-Specific Information Decomposition for End-to-End Dense Video Captioning ↗Zhiyue Liu, Xinru Zhang, Jinyuan Liu · Long Papers1 citation
  21. Text-to-ES Bench: A Comprehensive Benchmark for Converting Natural Language to Elasticsearch Query ↗Dongge Xue, Zhili Pu, Zhentao Xia et al. · Long Papers1 citation
  22. Textagon: Boosting Language Models with Theory-guided Parallel Representations ↗John P. Lalor, Ruiyang Qin, David Dobolyi et al. · System Demonstrations1 citation
  23. The Esethu Framework: Reimagining Sustainable Dataset Governance and Curation for Low-Resource Languages ↗Jenalea Rajab, Anuoluwapo Aremu, Everlyn Asiko Chimoto et al. · Long Papers1 citation
  24. The Evolution of Gen Alpha Slang: Linguistic Patterns and AI Translation Challenges ↗Ishita, Radhika Mamidi · Student Research Workshop1 citation
  25. The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It ↗Aaron Nicolson, Shengyao Zhuang, Jason Dowling et al. · Long Papers1 citation
  26. The Invisible Hand: Unveiling Provider Bias in Large Language Models for Code Generation ↗Xiaoyu Zhang, Juan Zhai, Shiqing Ma et al. · Long Papers1 citation
  27. The Mirage of Model Editing: Revisiting Evaluation in the Wild ↗Wanli Yang, Fei Sun, Jiajun Tan et al. · Long Papers1 citation
  28. The Open Argument Mining Framework ↗Debela Gemechu, Ramon Ruiz-Dolz, Kamila Górska et al. · System Demonstrations1 citation
  29. The Role of Exploration Modules in Small Language Models for Knowledge Graph Question Answering ↗Yi-Jie Cheng, Oscar Chew, Yun-Nung Chen · Student Research Workshop1 citation
  30. The Role of Visual Modality in Multimodal Mathematical Reasoning: Challenges and Insights ↗Yufang Liu, Yao Du, Tao Ji et al. · Long Papers1 citation
  31. The ShareLM Collection and Plugin: Contributing Human-Model Chats for the Benefit of the Community ↗Shachar Don-Yehiya, Leshem Choshen, Omri Abend · System Demonstrations1 citation
  32. The TIP of the Iceberg: Revealing a Hidden Class of Task-in-Prompt Adversarial Attacks on LLMs ↗Sergey Berezin, Reza Farahbakhsh, Noel Crespi · Long Papers1 citation
  33. The time scale of redundancy between prosody and linguistic context ↗Tamar I Regev, Chiebuka Ohams, Shaylee Xie et al. · Long Papers1 citation
  34. Theorem Prover as a Judge for Synthetic Data Generation ↗Joshua Ong Jun Leang, Giwon Hong, Wenda Li et al. · Long Papers1 citation
  35. Token Level Routing Inference System for Edge Devices ↗Jianshu She, Wenhao Zheng, Zhengzhong Liu et al. · System Demonstrations1 citation
  36. ToolCoder: A Systematic Code-Empowered Tool Learning Framework for Large Language Models ↗Hanxing Ding, Shuchang Tao, Liang Pang et al. · Long Papers1 citation
  37. Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States ↗Yang Xiao, Jiashuo Wang, Qiancheng Xu et al. · Long Papers1 citation
  38. Towards Robust Sentiment Analysis of Temporally-Sensitive Policy-Related Online Text ↗Charles Alba, Benjamin C Warner, Akshar Saxena et al. · Student Research Workshop1 citation
  39. Towards Robust Universal Information Extraction: Dataset, Evaluation, and Solution ↗Jizhao Zhu, Akang Shi, Zixuan Li et al. · Long Papers1 citation
  40. Towards Style Alignment in Cross-Cultural Translation ↗Shreya Havaldar, Adam Stein, Eric Wong et al. · Long Papers1 citation
  41. Towards Text-Image Interleaved Retrieval ↗Xin Zhang, Ziqi Dai, Yongqi Li et al. · Long Papers1 citation
  42. Towards a More Generalized Approach in Open Relation Extraction ↗Qing Wang, Yuepei Li, Qiao Qiao et al. · Long Papers1 citation
  43. Tracking Life's Ups and Downs: Mining Life Events from Social Media Posts for Mental Health Analysis ↗Minghao Lv, Siyuan Chen, Haoan Jin et al. · Long Papers1 citation
  44. Translation and Fusion Improves Cross-lingual Information Extraction ↗Yang Chen, Vedaant Shah, Alan Ritter · Long Papers1 citation
  45. TreeCut: A Synthetic Unanswerable Math Word Problem Dataset for LLM Hallucination Evaluation ↗Jialin Ouyang · Short Papers1 citation
  46. UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models ↗Boyang Xue, Fei Mi, Qi Zhu et al. · Long Papers1 citation
  47. Uncertainty in Causality: A New Frontier ↗Shaobo Cui, Luca Mouchel, Boi Faltings · Long Papers1 citation
  48. Uncertainty-Aware Iterative Preference Optimization for Enhanced LLM Reasoning ↗Lei Li, Hehuan Liu, Yaxin Zhou et al. · Long Papers1 citation
  49. Understanding Large Language Model Vulnerabilities to Social Bias Attacks ↗Jiaxu Zhao, Meng Fang, Fanghua Ye et al. · Long Papers1 citation
  50. Unifying Uniform and Binary-coding Quantization for Accurate Compression of Large Language Models ↗Seungcheol Park, Jeongin Bae, Beomseok Kwon et al. · Long Papers1 citation
  51. Unintended Harms of Value-Aligned LLMs: Psychological and Empirical Insights ↗Sooyung Choi, Jaehyeok Lee, Xiaoyuan Yi et al. · Long Papers1 citation
  52. Unique Hard Attention: A Tale of Two Sides ↗Selim Jerad, Anej Svete, Jiaoda Li et al. · Short Papers1 citation
  53. Unlocking General Long Chain-of-Thought Reasoning Capabilities of Large Language Models via Representation Engineering ↗Xinyu Tang, Xiaolei Wang, Zhihao Lv et al. · Long Papers1 citation
  54. Unveiling Cultural Blind Spots: Analyzing the Limitations of mLLMs in Procedural Text Comprehension ↗Amir Hossein Yari, Fajri Koto · Long Papers1 citation
  55. Unveiling the Potential of BERT-family: A New Recipe for Building Scalable, General and Competitive Large Language Models ↗Yisheng Xiao, Juntao Li, Wenpeng Hu et al. · Long Papers1 citation
  56. VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC Videos ↗Tingyu Song, Tongyan Hu, Guo Gan et al. · Long Papers1 citation
  57. VLM2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues ↗Jianshu Zhang, Dongyu Yao, Renjie Pi et al. · Long Papers1 citation
  58. VMLU Benchmarks: A comprehensive benchmark toolkit for Vietnamese LLMs ↗Cuc Thi Bui, Nguyen Truong Son, Truong Van Trang et al. · Long Papers1 citation
  59. VQAGuider: Guiding Multimodal Large Language Models to Answer Complex Video Questions ↗Yuyan Chen, Jiyuan Jia, Jiaxin Lu et al. · Long Papers1 citation
  60. Veracity Bias and Beyond: Uncovering LLMs' Hidden Beliefs in Problem-Solving Reasoning ↗Yue Zhou, Barbara Di Eugenio · Long Papers1 citation
  61. VeriMinder: Mitigating Analytical Vulnerabilities in NL2SQL ↗Shubham Mohole, Sainyam Galhotra · System Demonstrations1 citation
  62. WAFFLE: Fine-tuning Multi-Modal Model for Automated Front-End Development ↗Shanchao Liang, Nan Jiang, Shangshu Qian et al. · Long Papers1 citation
  63. WET: Overcoming Paraphrasing Vulnerabilities in Embeddings-as-a-Service with Linear Transformation Watermarks ↗Anudeex Shetty, Qiongkai Xu, Jey Han Lau · Long Papers1 citation
  64. Walk in Others' Shoes with a Single Glance: Human-Centric Visual Grounding with Top-View Perspective Transformation ↗Yuqi Bu, Xin Wu, Zirui Zhao et al. · Long Papers1 citation
  65. What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective ↗Ming Li, Yanhong Li, Tianyi Zhou · Long Papers1 citation
  66. What's the Difference? Supporting Users in Identifying the Effects of Prompt and Model Changes Through Token Patterns ↗Michael A. Hedderich, Anyi Wang, Raoyuan Zhao et al. · Long Papers1 citation
  67. Who Writes What: Unveiling the Impact of Author Roles on AI-generated Text Detection ↗Jiatao Li, Xiaojun Wan · Long Papers1 citation
  68. WiCkeD: A Simple Method to Make Multiple Choice Benchmarks More Challenging ↗Ahmed Elhady, Eneko Agirre, Mikel Artetxe · Short Papers1 citation
  69. WinSpot: GUI Grounding Benchmark with Multimodal Large Language Models ↗Zheng Hui, Yinheng Li, Dan Zhao et al. · Short Papers1 citation
  70. ZIPA: A family of efficient models for multilingual phone recognition ↗Jian Zhu, Farhan Samir, Eleanor Chodroff et al. · Long Papers1 citation
  71. Zero-Shot Text-to-Speech for Vietnamese ↗Thi Vu, Linh The Nguyen, Dat Quoc Nguyen · Short Papers1 citation
  72. iNews: A Multimodal Dataset for Modeling Personalized Affective Responses to News ↗Tiancheng Hu, Nigel Collier · Long Papers1 citation
  73. iPET: An Interactive Emotional Companion Dialogue System with LLM-Powered Virtual Pet World Simulation ↗Zheyong Xie, Shaosheng Cao, Zuozhu Liu et al. · System Demonstrations1 citation
  74. $\mathcalA^3$: Automatic Alignment Framework for Attributed Text Generation ↗Yue Wang, Haoke Zhang, Juntao Li et al. · Long Papers
  75. $\phi$-Decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation ↗Fangzhi Xu, Hang Yan, Chang Ma et al. · Long Papers
  76. $\textitL-CiteEval$: A Suite for Evaluating Fidelity of Long-context Models ↗Zecheng Tang, Keyan Zhou, Juntao Li et al. · Long Papers
  77. (RSA)\texttwosuperior: A Rhetorical-Strategy-Aware Rational Speech Act Framework for Figurative Language Understanding ↗Cesare Spinoso-Di Piano, David Eric Austin, Pablo Piantanida et al. · Long Papers
  78. A Computational Framework to Identify Self-Aspects in Text ↗Jaya Caporusso, Matthew Purver, Senja Pollak · Student Research Workshop
  79. A Dual-Perspective NLG Meta-Evaluation Framework with Automatic Benchmark and Better Interpretability ↗Xinyu Hu, Mingqi Gao, Li Lin et al. · Long Papers
  80. A Framework for Flexible Extraction of Clinical Event Contextual Properties from Electronic Health Records ↗Shubham Agarwal, Thomas Searle, Mart Ratas et al. · Industry Track
  81. A Little Human Data Goes A Long Way ↗Dhananjay Ashok, Jonathan May · Short Papers
  82. A Measure of the System Dependence of Automated Metrics ↗Pius Von Däniken, Jan Milan Deriu, Mark Cieliebak · Short Papers
  83. A Multi-Agent Framework for Mitigating Dialect Biases in Privacy Policy Question-Answering Systems ↗Đorđe Klisura, Astrid R Bernaga Torres, Anna Karen Gárate-Escamilla et al. · Long Papers
  84. A Mutual Information Perspective on Knowledge Graph Embedding ↗Jiang Li, Xiangdong Su, Zehua Duo et al. · Long Papers
  85. A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny ↗Karahan Sarıtaş, Çağatay Yıldız · Student Research Workshop
  86. A Self-Denoising Model for Robust Few-Shot Relation Extraction ↗Liang Zhang, Yang Zhang, Ziyao Lu et al. · Long Papers
  87. A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression ↗Chenlong Deng, Zhisong Zhang, Kelong Mao et al. · Long Papers
  88. A Systematic Study of Compositional Syntactic Transformer Language Models ↗Yida Zhao, Hao Xve, Xiang Hu et al. · Long Papers
  89. A-TASC: Asian TED-Based Automatic Subtitling Corpus ↗Yuhan Zhou, Naoki Yoshinaga · Long Papers
  90. ACL 2025 Industry Track: Overview ↗Georg Rehm, Yunyao Li · Industry Track
  91. ACT: Knowledgeable Agents to Design and Perform Complex Tasks ↗Makoto Nakatsuji, Shuhei Tateishi, Yasuhiro Fujiwara et al. · Long Papers
  92. AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark ↗Jianlyu Chen, Nan Wang, Chaofan Li et al. · Long Papers
  93. APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs ↗Yuxiang Huang, Mingye Li, Xu Han et al. · Long Papers
  94. ARise: Towards Knowledge-Augmented Reasoning via Risk-Adaptive Search ↗Yize Zhang, Tianshu Wang, Sirui Chen et al. · Long Papers
  95. ASPERA: A Simulated Environment to Evaluate Planning for Complex Action Execution ↗Alexandru Coca, Mark Gaynor, Zhenxing Zhang et al. · Long Papers
  96. ATGen: A Framework for Active Text Generation ↗Akim Tsvigun, Daniil Vasilev, Ivan Tsvigun et al. · System Demonstrations
  97. ATLANTIS: Weak-to-Strong Learning via Importance Sampling ↗Yi Liu, Guoyin Wang, Shicheng Li et al. · Long Papers
  98. ATRI: Mitigating Multilingual Audio Text Retrieval Inconsistencies by Reducing Data Distribution Errors ↗Yuguo Yin, Yuxin Xie, Wenyuan Yang et al. · Long Papers
  99. Accelerating Antibiotic Discovery with Large Language Models and Knowledge Graphs ↗Maxime Delmas, Magdalena Wysocka, Danilo Gusicuma et al. · Industry Track
  100. Accelerating Dense LLMs via L0-regularized Mixture-of-Experts ↗Zhenyu Zhang, Jiudong Yang, Zhaowen Tao et al. · Short Papers

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