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ACL 2025: all accepted papers

1,966 papers · page 3 of 20 · the most cited first · ← ACL 2025

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  1. CulturalBench: A Robust, Diverse and Challenging Benchmark for Measuring LMs' Cultural Knowledge Through Human-AI Red-Teaming ↗Yu Ying Chiu, Liwei Jiang, Bill Yuchen Lin et al. · Long Papers7 citations
  2. Disentangling Memory and Reasoning Ability in Large Language Models ↗Mingyu Jin, Weidi Luo, Sitao Cheng et al. · Long Papers7 citations
  3. DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering ↗Rong Cheng, Jinyi Liu, Yan Zheng et al. · Long Papers7 citations
  4. ECLM: Entity Level Language Model for Spoken Language Understanding with Chain of Intent ↗Shangjian Yin, Peijie Huang, JiaTian Chen et al. · Long Papers7 citations
  5. Enhancing Software Requirements Engineering with Language Models and Prompting Techniques: Insights from the Current Research and Future Directions ↗Moemen Ebrahim, Shawkat Guirguis, Christine Basta · Student Research Workshop7 citations
  6. Evaluating Multimodal Language Models as Visual Assistants for Visually Impaired Users ↗Antonia Karamolegkou, Malvina Nikandrou, Georgios Pantazopoulos et al. · Long Papers7 citations
  7. EventRAG: Enhancing LLM Generation with Event Knowledge Graphs ↗Zairun Yang, Yilin Wang, Zhengyan Shi et al. · Long Papers7 citations
  8. Follow-up Question Generation For Enhanced Patient-Provider Conversations ↗Joseph Gatto, Parker Seegmiller, Timothy E. Burdick et al. · Long Papers7 citations
  9. Grammar-Constrained Decoding Makes Large Language Models Better Logical Parsers ↗Federico Raspanti, Tanir Ozcelebi, Mike Holenderski · Industry Track7 citations
  10. GraphCheck: Breaking Long-Term Text Barriers with Extracted Knowledge Graph-Powered Fact-Checking ↗Yingjian Chen, Haoran Liu, Yinhong Liu et al. · Long Papers7 citations
  11. HoH: A Dynamic Benchmark for Evaluating the Impact of Outdated Information on Retrieval-Augmented Generation ↗Jie Ouyang, Tingyue Pan, Mingyue Cheng et al. · Long Papers7 citations
  12. KERL: Knowledge-Enhanced Personalized Recipe Recommendation using Large Language Models ↗Fnu Mohbat, Mohammed J Zaki · Long Papers7 citations
  13. LLMs Can Simulate Standardized Patients via Agent Coevolution ↗Zhuoyun Du, Lujie Zheng, Renjun Hu et al. · Long Papers7 citations
  14. LogicQA: Logical Anomaly Detection with Vision Language Model Generated Questions ↗Yejin Kwon, Daeun Moon, Youngje Oh et al. · Industry Track7 citations
  15. M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation EvaluationZhaopeng Feng, Jiayuan Su, Jiamei Zheng et al. · Long Papers7 citations · our summary
  16. MAPoRL: Multi-Agent Post-Co-Training for Collaborative Large Language Models with Reinforcement Learning ↗Chanwoo Park, Seungju Han, Xingzhi Guo et al. · Long Papers7 citations
  17. MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale ↗Jiawei Guo, Tianyu Zheng, Yizhi Li et al. · Long Papers7 citations
  18. Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering ↗Rongzhi Zhu, Xiangyu Liu, Zequn Sun et al. · Long Papers7 citations
  19. NGQA: A Nutritional Graph Question Answering Benchmark for Personalized Health-aware Nutritional Reasoning ↗Zheyuan Zhang, Yiyang Li, Nhi Ha Lan Le et al. · Long Papers7 citations
  20. OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis ↗Qiushi Sun, Kanzhi Cheng, Zichen Ding et al. · Long Papers7 citations
  21. Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question AnsweringRunxuan Liu, Bei Luo, Jiaqi Li et al. · Long Papers7 citations · our summary
  22. Pandora's Box or Aladdin's Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models ↗Jinyang Wu, Shuai Zhang, Feihu Che et al. · Long Papers7 citations
  23. PwnGPT: Automatic Exploit Generation Based on Large Language Models ↗Wanzong Peng, Lin Ye, Xuetao Du et al. · Long Papers7 citations
  24. RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts ↗Mingyan Wu, Zhenghao Liu, Yukun Yan et al. · Long Papers7 citations
  25. ReflecTool: Towards Reflection-Aware Tool-Augmented Clinical Agents ↗Yusheng Liao, Shuyang Jiang, Yanfeng Wang et al. · Long Papers7 citations
  26. Robust Utility-Preserving Text Anonymization Based on Large Language Models ↗Tianyu Yang, Xiaodan Zhu, Iryna Gurevych · Long Papers7 citations
  27. RuleArena: A Benchmark for Rule-Guided Reasoning with LLMs in Real-World Scenarios ↗Ruiwen Zhou, Wenyue Hua, Liangming Pan et al. · Long Papers7 citations
  28. Self-supervised Quantized Representation for Seamlessly Integrating Knowledge Graphs with Large Language Models ↗Qika Lin, Tianzhe Zhao, Kai He et al. · Long Papers7 citations
  29. SingaKids: A Multilingual Multimodal Dialogic Tutor for Language Learning ↗Zhengyuan Liu, Geyu Lin, Hui Li Tan et al. · Industry Track7 citations
  30. SpeechFake: A Large-Scale Multilingual Speech Deepfake Dataset Incorporating Cutting-Edge Generation Methods ↗Wen Huang, Yanmei Gu, Zhiming Wang et al. · Long Papers7 citations
  31. Synergizing LLMs with Global Label Propagation for Multimodal Fake News Detection ↗Shuguo Hu, Jun Hu, Huaiwen Zhang · Long Papers7 citations
  32. Table-Critic: A Multi-Agent Framework for Collaborative Criticism and Refinement in Table Reasoning ↗Peiying Yu, Guoxin Chen, Jingjing Wang · Long Papers7 citations
  33. Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications ↗Zhe Chen, Yusheng Liao, Shuyang Jiang et al. · Long Papers7 citations
  34. TripleFact: Defending Data Contamination in the Evaluation of LLM-driven Fake News Detection ↗Cheng Xu, Nan Yan · Long Papers7 citations
  35. Uncertainty Propagation on LLM Agent ↗Qiwei Zhao, Dong Li, Yanchi Liu et al. · Long Papers7 citations
  36. 500xCompressor: Generalized Prompt Compression for Large Language Models ↗Zongqian Li, Yixuan Su, Nigel Collier · Long Papers6 citations
  37. Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home ↗Viktor Moskvoretskii, Maria Marina, Mikhail Salnikov et al. · Long Papers6 citations
  38. Auto-Arena: Automating LLM Evaluations with Agent Peer Battles and Committee Discussions ↗Ruochen Zhao, Wenxuan Zhang, Yew Ken Chia et al. · Long Papers6 citations
  39. Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text Generation ↗Yuxuan Zhou, Margret Keuper, Mario Fritz · Long Papers6 citations
  40. Bias in Language Models: Beyond Trick Tests and Towards RUTEd Evaluation ↗Kristian Lum, Jacy Reese Anthis, Kevin Robinson et al. · Long Papers6 citations
  41. Bilingual Zero-Shot Stance Detection ↗Chenye Zhao, Cornelia Caragea · Long Papers6 citations
  42. CAMI: A Counselor Agent Supporting Motivational Interviewing through State Inference and Topic Exploration ↗Yizhe Yang, Palakorn Achananuparp, Heyan Huang et al. · Long Papers6 citations
  43. CULEMO: Cultural Lenses on Emotion - Benchmarking LLMs for Cross-Cultural Emotion Understanding ↗Tadesse Destaw Belay, Ahmed Haj Ahmed, Alvin Grissom II et al. · Long Papers6 citations
  44. Can Knowledge Graphs Make Large Language Models More Trustworthy? An Empirical Study Over Open-ended Question Answering ↗Yuan Sui, Yufei He, Zifeng Ding et al. · Long Papers6 citations
  45. Chinese Inertial GAN for Handwriting Signal Generation and Recognition ↗Yifeng Wang, Yi Zhao · Long Papers6 citations
  46. ChronoSense: Exploring Temporal Understanding in Large Language Models with Time Intervals of Events ↗Duygu Sezen Islakoglu, Jan-Christoph Kalo · Short Papers6 citations
  47. Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence ↗Mohsen Fayyaz, Ali Modarressi, Hinrich Schuetze et al. · Long Papers6 citations
  48. Confidence v.s. Critique: A Decomposition of Self-Correction Capability for LLMs ↗Zhe Yang, Yichang Zhang, Yudong Wang et al. · Long Papers6 citations
  49. Culture is Not Trivia: Sociocultural Theory for Cultural NLP ↗Naitian Zhou, David Bamman, Isaac L. Bleaman · Long Papers6 citations
  50. DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph ↗Jihyung Lee, Jin-Seop Lee, Jaehoon Lee et al. · Long Papers6 citations
  51. DS$^2$-ABSA: Dual-Stream Data Synthesis with Label Refinement for Few-Shot Aspect-Based Sentiment Analysis ↗Hongling Xu, Yice Zhang, Qianlong Wang et al. · Long Papers6 citations
  52. Distilling an End-to-End Voice Assistant Without Instruction Training Data ↗William Held, Yanzhe Zhang, Minzhi Li et al. · Long Papers6 citations
  53. Does Context Matter? ContextualJudgeBench for Evaluating LLM-based Judges in Contextual Settings ↗Austin Xu, Srijan Bansal, Yifei Ming et al. · Long Papers6 citations
  54. Dynamic Order Template Prediction for Generative Aspect-Based Sentiment Analysis ↗Yonghyun Jun, Hwanhee Lee · Short Papers6 citations
  55. Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning ↗Qi Sun, Pengfei Hong, Tej Deep Pala et al. · Long Papers6 citations
  56. FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation ↗Wei Li, Xin Zhang, Zhongxin Guo et al. · Long Papers6 citations
  57. GUICourse: From General Vision Language Model to Versatile GUI Agent ↗Wentong Chen, Junbo Cui, Jinyi Hu et al. · Long Papers6 citations
  58. GenderAlign: An Alignment Dataset for Mitigating Gender Bias in Large Language Models ↗Tao Zhang, Ziqian Zeng, Yuxiang Xiao et al. · Long Papers6 citations
  59. Generating OpenAPI Specifications from Online API Documentation with Large Language Models ↗Koren Lazar, Matan Vetzler, Kiran Kate et al. · Industry Track6 citations
  60. How to Train Long-Context Language Models (Effectively)Tianyu Gao, Alexander Wettig, Howard Yen et al. · Long Papers6 citations · our summary
  61. Information Extraction from Visually Rich Documents using LLM-based Organization of Documents into Independent Textual Segments ↗Aniket Bhattacharyya, Anurag Tripathi, Ujjal Das et al. · Long Papers6 citations
  62. KokoroChat: A Japanese Psychological Counseling Dialogue Dataset Collected via Role-Playing by Trained Counselors ↗Zhiyang Qi, Takumasa Kaneko, Keiko Takamizo et al. · Long Papers6 citations
  63. LLM-based Rumor Detection via Influence Guided Sample Selection and Game-based Perspective Analysis ↗Zhiliang Tian, Jingyuan Huang, Zejiang He et al. · Long Papers6 citations
  64. LLMs Caught in the Crossfire: Malware Requests and Jailbreak Challenges ↗Haoyang Li, Huan Gao, Zhiyuan Zhao et al. · Long Papers6 citations
  65. LLMs know their vulnerabilities: Uncover Safety Gaps through Natural Distribution Shifts ↗Qibing Ren, Hao Li, Dongrui Liu et al. · Long Papers · 🏆 Outstanding Paper6 citations
  66. LLMs syntactically adapt their language use to their conversational partner ↗Florian Kandra, Vera Demberg, Alexander Koller · Short Papers6 citations
  67. Large Language Models Struggle to Describe the Haystack without Human Help: A Social Science-Inspired Evaluation of Topic Models ↗Zongxia Li, Lorena Calvo-Bartolomé, Alexander Hoyle et al. · Long Papers6 citations
  68. Mitigating Hallucination by Integrating Knowledge Graphs into LLM Inference – a Systematic Literature Review ↗Robin Wagner, Emanuel Kitzelmann, Ingo Boersch · Student Research Workshop6 citations
  69. Modeling Uncertainty in Composed Image Retrieval via Probabilistic Embeddings ↗Haomiao Tang, Jinpeng Wang, Yuang Peng et al. · Long Papers6 citations
  70. NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering ↗Ruisheng Cao, Hanchong Zhang, Tiancheng Huang et al. · Long Papers6 citations
  71. OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens ↗Jiacheng Liu, Taylor Blanton, Yanai Elazar et al. · System Demonstrations · 🏆 Best Demo6 citations
  72. PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning ↗Xinyu Zhang, Yuxuan Dong, Yanrui Wu et al. · Long Papers6 citations
  73. RARE: Retrieval-Augmented Reasoning Enhancement for Large Language Models ↗Hieu Tran, Zonghai Yao, Zhichao Yang et al. · Long Papers6 citations
  74. RSVP: Reasoning Segmentation via Visual Prompting and Multi-modal Chain-of-Thought ↗Yi Lu, Jiawang Cao, Yongliang Wu et al. · Long Papers6 citations
  75. Refuse Whenever You Feel Unsafe: Improving Safety in LLMs via Decoupled Refusal Training ↗Youliang Yuan, Wenxiang Jiao, Wenxuan Wang et al. · Long Papers6 citations
  76. Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities? ↗Zhiyuan Zeng, Qinyuan Cheng, Zhangyue Yin et al. · Long Papers6 citations
  77. SequentialBreak: Large Language Models Can be Fooled by Embedding Jailbreak Prompts into Sequential Prompt Chains ↗Bijoy Ahmed Saiem, MD Sadik Hossain Shanto, Rakib Ahsan et al. · Student Research Workshop6 citations
  78. Shaping the Safety Boundaries: Understanding and Defending Against Jailbreaks in Large Language Models ↗Lang Gao, Jiahui Geng, Xiangliang Zhang et al. · Long Papers6 citations
  79. Squeezed Attention: Accelerating Long Context Length LLM Inference ↗Coleman Richard Charles Hooper, Sehoon Kim, Hiva Mohammadzadeh et al. · Long Papers6 citations
  80. TeRDy: Temporal Relation Dynamics through Frequency Decomposition for Temporal Knowledge Graph Completion ↗Ziyang Liu, Chaokun Wang · Long Papers6 citations
  81. Towards Economical Inference: Enabling DeepSeek's Multi-Head Latent Attention in Any Transformer-based LLMs ↗Tao Ji, Bin Guo, Yuanbin Wu et al. · Long Papers6 citations
  82. Towards Effective Extraction and Evaluation of Factual Claims ↗Dasha Metropolitansky, Jonathan Larson · Long Papers6 citations
  83. Unanswerability Evaluation for Retrieval Augmented Generation ↗Xiangyu Peng, Prafulla Kumar Choubey, Caiming Xiong et al. · Long Papers6 citations
  84. UniCodec: Unified Audio Codec with Single Domain-Adaptive Codebook ↗Yidi Jiang, Qian Chen, Shengpeng Ji et al. · Long Papers6 citations
  85. Where Are We? Evaluating LLM Performance on African Languages ↗Ife Adebara, Hawau Olamide Toyin, Nahom Tesfu Ghebremichael et al. · Long Papers6 citations
  86. White Men Lead, Black Women Help? Benchmarking and Mitigating Language Agency Social Biases in LLMs ↗Yixin Wan, Kai-Wei Chang · Long Papers6 citations
  87. A Generative Adaptive Replay Continual Learning Model for Temporal Knowledge Graph Reasoning ↗Zhiyu Zhang, Wei Chen, Youfang Lin et al. · Long Papers5 citations
  88. A Parameter-Efficient and Fine-Grained Prompt Learning for Vision-Language Models ↗Yongbin Guo, Shuzhen Li, Zhulin Liu et al. · Long Papers5 citations
  89. A Survey on Foundation Language Models for Single-cell Biology ↗Fan Zhang, Hao Chen, Zhihong Zhu et al. · Long Papers5 citations
  90. A Unified Agentic Framework for Evaluating Conditional Image Generation ↗Jifang Wang, Xue Yang, Longyue Wang et al. · Long Papers5 citations
  91. ACECODER: Acing Coder RL via Automated Test-Case Synthesis ↗Huaye Zeng, Dongfu Jiang, Haozhe Wang et al. · Long Papers5 citations
  92. AXIS: Efficient Human-Agent-Computer Interaction with API-First LLM-Based Agents ↗Junting Lu, Zhiyang Zhang, Fangkai Yang et al. · Long Papers5 citations
  93. Automated Structured Radiology Report Generation ↗Jean-Benoit Delbrouck, Justin Xu, Johannes Moll et al. · Long Papers5 citations
  94. Batayan: A Filipino NLP benchmark for evaluating Large Language Models ↗Jann Railey Montalan, Jimson Paulo Layacan, David Demitri Africa et al. · Long Papers5 citations
  95. CART: A Generative Cross-Modal Retrieval Framework With Coarse-To-Fine Semantic Modeling ↗Minghui Fang, Shengpeng Ji, Jialong Zuo et al. · Long Papers5 citations
  96. Can Multimodal Large Language Models Understand Spatial Relations? ↗Jingping Liu, Ziyan Liu, Zhedong Cen et al. · Long Papers5 citations
  97. Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective ↗Yiyao Yu, Yuxiang Zhang, Dongdong Zhang et al. · Long Papers5 citations
  98. CoRe-MMRAG: Cross-Source Knowledge Reconciliation for Multimodal RAG ↗Yang Tian, Fan Liu, Jingyuan Zhang et al. · Long Papers5 citations
  99. Curiosity-Driven Reinforcement Learning from Human Feedback ↗Haoran Sun, Yekun Chai, Shuohuan Wang et al. · Long Papers5 citations
  100. DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers ↗Xueguang Ma, Xi Victoria Lin, Barlas Oguz et al. · Long Papers5 citations

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