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ACL 2025: all accepted papers

1,966 papers · page 15 of 20 · the most cited first · ← ACL 2025

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  1. Acoustic Individual Identification of White-Faced Capuchin Monkeys Using Joint Multi-Species Embeddings ↗Álvaro Vega-Hidalgo, Artem Abzaliev, Thore Bergman et al. · Short Papers
  2. Acquisition and Application of Novel Knowledge in Large Language Models ↗Ziyu Shang, Jianghan Liu, Zhizhao Luo et al. · Long Papers
  3. Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and Inference ↗Siyuan Wang, Dianyi Wang, Chengxing Zhou et al. · Long Papers
  4. AdaDHP: Fine-Grained Fine-Tuning via Dual Hadamard Product and Adaptive Parameter Selection ↗Han Liu, Changya Li, Xiaotong Zhang et al. · Long Papers
  5. Adapt Once, Thrive with Updates: Transferable Parameter-Efficient Fine-Tuning on Evolving Base Models ↗Naibin Gu, Peng Fu, Xiyu Liu et al. · Long Papers
  6. Adaptive and Robust Translation from Natural Language to Multi-model Query Languages ↗Gengyuan Shi, Chaokun Wang, Liu Yabin et al. · Long Papers
  7. Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss ↗Liang Zhang, Ziyao Lu, Fandong Meng et al. · Long Papers
  8. Advancing Sequential Numerical Prediction in Autoregressive Models ↗Xiang Fei, Jinghui Lu, Qi Sun et al. · Short Papers
  9. Adversarial Tokenization ↗Renato Geh, Zilei Shao, Guy Van Den Broeck · Long Papers
  10. Adverse Event Extraction from Discharge Summaries: A New Dataset, Annotation Scheme, and Initial Findings ↗Imane Guellil, Salomé Andres, Atul Anand et al. · Long Papers
  11. AfroCS-xs: Creating a Compact, High-Quality, Human-Validated Code-Switched Dataset for African Languages ↗Kayode Olaleye, Arturo Oncevay, Mathieu Sibue et al. · Long Papers
  12. Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering ↗Shuzheng Si, Haozhe Zhao, Gang Chen et al. · Long Papers
  13. An Effective Incorporating Heterogeneous Knowledge Curriculum Learning for Sequence Labeling ↗Xuemei Tang, Jun Wang, Qi Su et al. · Short Papers
  14. An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals ↗Yangyang Zhao, Ben Niu, Libo Qin et al. · Long Papers
  15. An Efficient and Precise Training Data Construction Framework for Process-supervised Reward Model in Mathematical Reasoning ↗Wei Sun, Qianlong Du, Fuwei Cui et al. · Long Papers
  16. An Empirical Study of Iterative Refinements for Non-autoregressive Translation ↗Yisheng Xiao, Pei Guo, Zechen Sun et al. · Long Papers
  17. An Empirical Study of Many-to-Many Summarization with Large Language Models ↗Jiaan Wang, Fandong Meng, Zengkui Sun et al. · Long Papers
  18. Analyzing LLMs' Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations ↗Chenghao Xiao, Hou Pong Chan, Hao Zhang et al. · Long Papers
  19. Analyzing the Rapid Generalization of SFT via the Perspective of Attention Head Activation Patterns ↗Yang Zhao, Li Du, Xiao Ding et al. · Long Papers
  20. Are Any-to-Any Models More Consistent Across Modality Transfers Than Specialists? ↗Jiwan Chung, Janghan Yoon, Junhyeong Park et al. · Long Papers
  21. Are LLMs Truly Graph-Savvy? A Comprehensive Evaluation of Graph Generation ↗Ege Demirci, Rithwik Kerur, Ambuj Singh · Student Research Workshop
  22. Are Optimal Algorithms Still Optimal? Rethinking Sorting in LLM-Based Pairwise Ranking with Batching and Caching ↗Juan Wisznia, Cecilia Bolaños, Juan Tollo et al. · Short Papers
  23. Are Rules Meant to be Broken? Understanding Multilingual Moral Reasoning as a Computational Pipeline with UniMoral ↗Shivani Kumar, David Jurgens · Long Papers · 🏆 Best Resource Paper
  24. Ask-Before-Detection: Identifying and Mitigating Conformity Bias in LLM-Powered Error Detector for Math Word Problem Solutions ↗Hang Li, Tianlong Xu, Kaiqi Yang et al. · Long Papers
  25. Assessment and manipulation of latent constructs in pre-trained language models using psychometric scales ↗Maor Reuben, Ortal Slobodin, Idan-Chaim Cohen et al. · Long Papers
  26. Auto Review: Second Stage Error Detection for Highly Accurate Information Extraction from Phone Conversations ↗Ayesha Qamar, Arushi Raghuvanshi, Conal Sathi et al. · Industry Track
  27. AutoChunker: Structured Text Chunking and its Evaluation ↗Arihant Jain, Purav Aggarwal, Anoop Saladi · Industry Track
  28. AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation ↗Xiechi Zhang, Zetian Ouyang, Linlin Wang et al. · Long Papers
  29. AutoMixAlign: Adaptive Data Mixing for Multi-Task Preference Optimization in LLMs ↗Nicholas E. Corrado, Julian Katz-Samuels, Adithya M Devraj et al. · Long Papers
  30. AutoMixer: Checkpoint Artifacts as Automatic Data Mixers ↗Ernie Chang, Yang Li, Patrick Huber et al. · Long Papers
  31. Automatic Expert Discovery in LLM Upcycling via Sparse Interpolated Mixture-of-Experts ↗Shengzhuang Chen, Ying Wei, Jonathan Richard Schwarz · Long Papers
  32. BI-Bench : A Comprehensive Benchmark Dataset and Unsupervised Evaluation for BI Systems ↗Ankush Gupta, Aniya Aggarwal, Shivangi Bithel et al. · Industry Track
  33. BIPro: Zero-shot Chinese Poem Generation via Block Inverse Prompting Constrained Generation Framework ↗Xu Zou · Long Papers
  34. BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning ↗Ercong Nie, Bo Shao, Mingyang Wang et al. · Long Papers
  35. BQA: Body Language Question Answering Dataset for Video Large Language Models ↗Shintaro Ozaki, Kazuki Hayashi, Miyu Oba et al. · Short Papers
  36. Balancing the Budget: Understanding Trade-offs Between Supervised and Preference-Based Finetuning ↗Mohit Raghavendra, Junmo Kang, Alan Ritter · Long Papers
  37. Basic Reading Distillation ↗Zhi Zhou, Sirui Miao, Xiangyu Duan et al. · Long Papers
  38. BeamLoRA: Beam-Constraint Low-Rank Adaptation ↗Naibin Gu, Zhenyu Zhang, Xiyu Liu et al. · Long Papers
  39. BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models ↗Lindia Tjuatja, Graham Neubig · Long Papers
  40. Behind Closed Words: Creating and Investigating the forePLay Annotated Dataset for Polish Erotic Discourse ↗Anna Kołos, Katarzyna Lorenc, Emilia Wiśnios et al. · Long Papers
  41. Bel Esprit: Multi-Agent Framework for Building AI Model Pipelines ↗Yunsu Kim, Ahmedelmogtaba Abdelaziz, Thiago Castro Ferreira et al. · System Demonstrations
  42. BelarusianGLUE: Towards a Natural Language Understanding Benchmark for Belarusian ↗Maksim Aparovich, Volha Harytskaya, Vladislav Poritski et al. · Long Papers
  43. Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs ↗Weixiang Zhao, Yulin Hu, Yang Deng et al. · Long Papers
  44. Beyond Negative Stereotypes – Non-Negative Abusive Utterances about Identity Groups and Their Semantic Variants ↗Tina Lommel, Elisabeth Eder, Josef Ruppenhofer et al. · Long Papers
  45. Beyond One-Size-Fits-All: Tailored Benchmarks for Efficient Evaluation ↗Peiwen Yuan, Yueqi Zhang, Shaoxiong Feng et al. · Long Papers
  46. Beyond Position: the emergence of wavelet-like properties in Transformers ↗Valeria Ruscio, Umberto Nanni, Fabrizio Silvestri · Long Papers
  47. Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering ↗Zhanghao Hu, Hanqi Yan, Qinglin Zhu et al. · Long Papers
  48. Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection ↗Yang Zhao, Li Du, Xiao Ding et al. · Long Papers
  49. Beyond Single Labels: Improving Conversational Recommendation through LLM-Powered Data Augmentation ↗Haozhe Xu, Xiaohua Wang, Changze Lv et al. · Long Papers
  50. Beyond Surface Simplicity: Revealing Hidden Reasoning Attributes for Precise Commonsense Diagnosis ↗Huijun Lian, Zekai Sun, Keqi Chen et al. · Long Papers
  51. Beyond True or False: Retrieval-Augmented Hierarchical Analysis of Nuanced Claims ↗Priyanka Kargupta, Runchu Tian, Jiawei Han · Long Papers
  52. Beyond the Gold Standard in Analytic Automated Essay Scoring ↗Gabrielle Gaudeau · Student Research Workshop
  53. Bi-Tuning with Collaborative Information for Controllable LLM-based Sequential Recommendation ↗Xinyu Zhang, Linmei Hu, Luhao Zhang et al. · Long Papers
  54. Boosting Long-Context Information Seeking via Query-Guided Activation Refilling ↗Hongjin Qian, Zheng Liu, Peitian Zhang et al. · Long Papers
  55. Bridging the Data Gap in Financial Sentiment: LLM-Driven Augmentation ↗Rohit Kumar, Chandan Nolbaria · Student Research Workshop
  56. Bridging the Embodiment Gap in Agricultural Knowledge Representation for Language Models ↗Vasu Jindal, Huijin Ju, Zili Lyu · Student Research Workshop
  57. Browsing Like Human: A Multimodal Web Agent with Experiential Fast-and-Slow Thinking ↗Haohao Luo, Jiayi Kuang, Wei Liu et al. · Long Papers
  58. Browsing Lost Unformed Recollections: A Benchmark for Tip-of-the-Tongue Search and Reasoning ↗Sky CH-Wang, Darshan Girish Deshpande, Smaranda Muresan et al. · Long Papers
  59. Building Japanese Creativity Benchmarks and Applying them to Enhance LLM Creativity ↗So Fukuda, Hayato Ogawa, Kaito Horio et al. · Student Research Workshop
  60. Building a Long Text Privacy Policy Corpus with Multi-Class Labels ↗Florencia Marotta-Wurgler, David Stein · Long Papers
  61. Bypass Back-propagation: Optimization-based Structural Pruning for Large Language Models via Policy Gradient ↗Yuan Gao, Zujing Liu, Weizhong Zhang et al. · Long Papers
  62. CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning ↗Yangfan Ye, Xiaocheng Feng, Zekun Yuan et al. · Long Papers
  63. CER: Confidence Enhanced Reasoning in LLMs ↗Ali Razghandi, Seyed Mohammad Hadi Hosseini, Mahdieh Soleymani Baghshah · Long Papers
  64. CFBench: A Comprehensive Constraints-Following Benchmark for LLMs ↗Tao Zhang, ChengLIn Zhu, Yanjun Shen et al. · Long Papers
  65. CLEME2.0: Towards Interpretable Evaluation by Disentangling Edits for Grammatical Error Correction ↗Jingheng Ye, Zishan Xu, Yinghui Li et al. · Long Papers
  66. CONFETTI: Conversational Function-Calling Evaluation Through Turn-Level Interactions ↗Tamer Alkhouli, Katerina Margatina, James Gung et al. · Long Papers
  67. CSTree-SRI: Introspection-Driven Cognitive Semantic Tree for Multi-Turn Question Answering over Extra-Long Contexts ↗Zhaowen Wang, Xiang Wei, Kangshao Du et al. · Long Papers
  68. CU-MAM: Coherence-Driven Unified Macro-Structures for Argument Mining ↗Debela Gemechu, Chris Reed · Long Papers
  69. Call for Rigor in Reporting Quality of Instruction Tuning Data ↗Hyeonseok Moon, Jaehyung Seo, Heuiseok Lim · Short Papers
  70. Can LLMs Ground when they (Don't) Know: A Study on Direct and Loaded Political Questions ↗Clara Lachenmaier, Judith Sieker, Sina Zarrieß · Long Papers
  71. Can LLMs Help Uncover Insights about LLMs? A Large-Scale, Evolving Literature Analysis of Frontier LLMs ↗Jungsoo Park, Junmo Kang, Gabriel Stanovsky et al. · Long Papers
  72. Can LLMs Simulate L2-English Dialogue? An Information-Theoretic Analysis of L1-Dependent Biases ↗Rena Gao, Xuetong Wu, Tatsuki Kuribayashi et al. · Long Papers
  73. Can Large Language Models Accurately Generate Answer Keys for Health-related Questions? ↗Davis Bartels, Deepak Gupta, Dina Demner-Fushman · Short Papers
  74. Can Large Language Models Understand Internet Buzzwords Through User-Generated Content ↗Chen Huang, Junkai Luo, Xinzuo Wang et al. · Long Papers
  75. Can Uniform Meaning Representation Help GPT-4 Translate from Indigenous Languages? ↗Shira Wein · Short Papers
  76. Capability Salience Vector: Fine-grained Alignment of Loss and Capabilities for Downstream Task Scaling Law ↗Qiming Ge, Shuhao Xing, Songyang Gao et al. · Long Papers · 🏆 Outstanding Paper
  77. Causal Estimation of Tokenisation Bias ↗Pietro Lesci, Clara Meister, Thomas Hofmann et al. · Long Papers
  78. Causal Graph based Event Reasoning using Semantic Relation Experts ↗Mahnaz Koupaee, Xueying Bai, Mudan Chen et al. · Long Papers
  79. CausalGraphBench: a Benchmark for Evaluating Language Models capabilities of Causal Graph discovery ↗Nikolay Babakov, Ehud Reiter, Alberto Bugarín · Student Research Workshop
  80. Centurio: On Drivers of Multilingual Ability of Large Vision-Language Model ↗Gregor Geigle, Florian Schneider, Carolin Holtermann et al. · Long Papers
  81. Chart Question Answering from Real-World Analytical Narratives ↗Maeve Hutchinson, Radu Jianu, Aidan Slingsby et al. · Student Research Workshop
  82. ChatBench: From Static Benchmarks to Human-AI Evaluation ↗Serina Chang, Ashton Anderson, Jake M. Hofman · Long Papers
  83. CheXalign: Preference fine-tuning in chest X-ray interpretation models without human feedback ↗Dennis Hein, Zhihong Chen, Sophie Ostmeier et al. · Long Papers
  84. Cheems: A Practical Guidance for Building and Evaluating Chinese Reward Models from Scratch ↗Xueru Wen, Jie Lou, Zichao Li et al. · Long Papers
  85. Chinese SafetyQA: A Safety Short-form Factuality Benchmark for Large Language Models ↗Yingshui Tan, Boren Zheng, Baihui Zheng et al. · Long Papers
  86. Circuit Compositions: Exploring Modular Structures in Transformer-Based Language Models ↗Philipp Mondorf, Sondre Wold, Barbara Plank · Long Papers
  87. Class Distillation with Mahalanobis Contrast: An Efficient Training Paradigm for Pragmatic Language Understanding Tasks ↗Chenlu Wang, Weimin Lyu, Ritwik Banerjee · Long Papers
  88. Classifying Unreliable Narrators with Large Language Models ↗Anneliese Brei, Katharine Henry, Abhisheik Sharma et al. · Long Papers
  89. ClusterAttn: KV Cache Compression under Intrinsic Attention Clustering ↗Minwei Zhang, Haifeng Sun, Jingyu Wang et al. · Long Papers
  90. CoAM: Corpus of All-Type Multiword Expressions ↗Yusuke Ide, Joshua Tanner, Adam Nohejl et al. · Long Papers
  91. CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text Generation ↗Santosh T.Y.S.S, Youssef Tarek Elkhayat, Oana Ichim et al. · Long Papers
  92. CoMet: Metaphor-Driven Covert Communication for Multi-Agent Language Games ↗Shuhang Xu, Fangwei Zhong · Long Papers
  93. CoT-ICL Lab: A Synthetic Framework for Studying Chain-of-Thought Learning from In-Context Demonstrations ↗Vignesh Kothapalli, Hamed Firooz, Maziar Sanjabi · Long Papers
  94. CodeTool: Enhancing Programmatic Tool Invocation of LLMs via Process Supervision ↗Yifei Lu, Fanghua Ye, Jian Li et al. · Long Papers
  95. Colloquial Singaporean English Style Transfer with Fine-Grained Explainable Control ↗Jinggui Liang, Dung Vo, Yap Hong Xian et al. · Long Papers
  96. Comparing Moral Values in Western English-speaking societies and LLMs with Word Associations ↗Chaoyi Xiang, Chunhua Liu, Simon De Deyne et al. · Long Papers
  97. Computation Mechanism Behind LLM Position Generalization ↗Chi Han, Heng Ji · Long Papers
  98. ConCodeEval: Evaluating Large Language Models for Code Constraints in Domain-Specific Languages ↗Mehant Kammakomati, Sameer Pimparkhede, Srikanth G. Tamilselvam et al. · Industry Track
  99. ConLoan: A Contrastive Multilingual Dataset for Evaluating Loanwords ↗Sina Ahmadi, Micha David Hess, Elena Álvarez-Mellado et al. · Long Papers
  100. ConceptCarve: Dynamic Realization of Evidence ↗Eylon Caplan, Dan Goldwasser · Long Papers

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