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ACL 2025: all accepted papers

1,966 papers · page 11 of 20 · the most cited first · ← ACL 2025

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  1. Consistent Client Simulation for Motivational Interviewing-based Counseling ↗Yizhe Yang, Palakorn Achananuparp, Heyan Huang et al. · Long Papers1 citation
  2. Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models ↗Tassilo Klein, Moin Nabi · Long Papers1 citation
  3. Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time Steering ↗Zifeng Cheng, Zhonghui Wang, Yuchen Fu et al. · Long Papers1 citation
  4. Controlling Language Confusion in Multilingual LLMs ↗Nahyun Lee, Yeongseo Woo, Hyunwoo Ko et al. · Student Research Workshop1 citation
  5. Cool-Fusion: Fuse Large Language Models without Training ↗Cong Liu, Xiaojun Quan, Yan Pan et al. · Long Papers1 citation
  6. CoreEval: Automatically Building Contamination-Resilient Datasets with Real-World Knowledge toward Reliable LLM Evaluation ↗Jingqian Zhao, Bingbing Wang, Geng Tu et al. · Long Papers1 citation
  7. Crab: A Novel Configurable Role-Playing LLM with Assessing Benchmark ↗Kai He, Yucheng Huang, Wenqing Wang et al. · Long Papers1 citation
  8. Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity ↗Yuri Kuratov, Mikhail Arkhipov, Aydar Bulatov et al. · Long Papers1 citation
  9. CrisisTS: Coupling Social Media Textual Data and Meteorological Time Series for Urgency Classification ↗Romain Meunier, Farah Benamara, Véronique Moriceau et al. · Long Papers1 citation
  10. Cross-Lingual Auto Evaluation for Assessing Multilingual LLMs ↗Sumanth Doddapaneni, Mohammed Safi Ur Rahman Khan, Dilip Venkatesh et al. · Long Papers1 citation
  11. Cross-Lingual Generalization and Compression: From Language-Specific to Shared Neurons ↗Frederick Riemenschneider, Anette Frank · Long Papers1 citation
  12. Cross-Lingual Pitfalls: Automatic Probing Cross-Lingual Weakness of Multilingual Large Language Models ↗Zixiang Xu, Yanbo Wang, Yue Huang et al. · Long Papers1 citation
  13. Cross-Lingual Representation Alignment Through Contrastive Image-Caption Tuning ↗Nathaniel Krasner, Nicholas Lanuzo, Antonios Anastasopoulos · Short Papers1 citation
  14. Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia ↗Samuel Cahyawijaya, Holy Lovenia, Joel Ruben Antony Moniz et al. · Long Papers1 citation
  15. Cuckoo: An IE Free Rider Hatched by Massive Nutrition in LLM's Nest ↗Letian Peng, Zilong Wang, Feng Yao et al. · Long Papers1 citation
  16. CxGGEC: Construction-Guided Grammatical Error Correction ↗Yayu Cao, Tianxiang Wang, Lvxiaowei Xu et al. · Long Papers1 citation
  17. DAC: A Dynamic Attention-aware Approach for Task-Agnostic Prompt Compression ↗Yi Zhao, Zuchao Li, Hai Zhao et al. · Long Papers1 citation
  18. DDxTutor: Clinical Reasoning Tutoring System with Differential Diagnosis-Based Structured Reasoning ↗Qian Wu, Zheyao Gao, Longfei Gou et al. · Long Papers1 citation
  19. DECAF: A Dynamically Extensible Corpus Analysis Framework ↗Max Müller-Eberstein, Rob van der Goot, Anna Rogers · System Demonstrations1 citation
  20. DEEP: an automatic bidirectional translator leveraging an ASR for translation of Italian sign language ↗Nicolas Tagliabue, Elisa Colletti, Francesco Roberto Dani et al. · System Demonstrations1 citation
  21. DEEPER Insight into Your User: Directed Persona Refinement for Dynamic Persona Modeling ↗Aili Chen, Chengyu Du, Jiangjie Chen et al. · Long Papers1 citation
  22. DISC: Plug-and-Play Decoding Intervention with Similarity of Characters for Chinese Spelling Check ↗Ziheng Qiao, Houquan Zhou, Yumeng Liu et al. · Long Papers1 citation
  23. DIVE into MoE: Diversity-Enhanced Reconstruction of Large Language Models from Dense into Mixture-of-Experts ↗Yuchen Feng, Bowen Shen, Naibin Gu et al. · Long Papers1 citation
  24. DNASpeech: A Contextualized and Situated Text-to-Speech Dataset with Dialogues, Narratives and Actions ↗Chuanqi Cheng, Hongda Sun, Bo Du et al. · Long Papers1 citation
  25. Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning ↗Mingfei Lau, Qian Chen, Yeming Fang et al. · Long Papers1 citation
  26. Data-Constrained Synthesis of Training Data for De-Identification ↗Thomas Vakili, Aron Henriksson, Hercules Dalianis · Long Papers1 citation
  27. DavIR: Data Selection via Implicit Reward for Large Language Models ↗Haotian Zhou, Tingkai Liu, Qianli Ma et al. · Long Papers1 citation
  28. Decoding Knowledge Attribution in Mixture-of-Experts: A Framework of Basic-Refinement Collaboration and Efficiency Analysis ↗Junzhuo Li, Bo Wang, Xiuze Zhou et al. · Long Papers1 citation
  29. Delving into Multilingual Ethical Bias: The MSQAD with Statistical Hypothesis Tests for Large Language Models ↗Seunguk Yu, Juhwan Choi, YoungBin Kim · Long Papers1 citation
  30. DenseLoRA: Dense Low-Rank Adaptation of Large Language Models ↗Lin Mu, Xiaoyu Wang, Li Ni et al. · Long Papers1 citation
  31. Deontological Keyword Bias: The Impact of Modal Expressions on Normative Judgments of Language Models ↗Bumjin Park, Jinsil Lee, Jaesik Choi · Long Papers1 citation
  32. Dia-Lingle: A Gamified Interface for Dialectal Data Collection ↗Jiugeng Sun, Rita Sevastjanova, Sina Ahmadi et al. · System Demonstrations1 citation
  33. DialUp! Modeling the Language Continuum by Adapting Models to Dialects and Dialects to Models ↗Niyati Bafna, Emily Chang, Nathaniel Romney Robinson et al. · Long Papers1 citation
  34. Different Speech Translation Models Encode and Translate Speaker Gender Differently ↗Dennis Fucci, Marco Gaido, Matteo Negri et al. · Short Papers1 citation
  35. Direct Prompt Optimization with Continuous Representations ↗Yangkun Wang, Zihan Wang, Jingbo Shang · Long Papers1 citation
  36. Discourse Relation-Enhanced Neural Coherence Modeling ↗Wei Liu, Michael Strube · Long Papers1 citation
  37. Disentangling the Roles of Representation and Selection in Data Pruning ↗Yupei Du, Yingjin Song, Hugh Mee Wong et al. · Long Papers1 citation
  38. Diversity Explains Inference Scaling Laws: Through a Case Study of Minimum Bayes Risk Decoding ↗Hidetaka Kamigaito, Hiroyuki Deguchi, Yusuke Sakai et al. · Long Papers1 citation
  39. Do LLMs Understand Dialogues? A Case Study on Dialogue ActsAyesha Qamar, Jonathan Tong, Ruihong Huang · Long Papers1 citation · our summary
  40. Do Language Models Have Semantics? On the Five Standard Positions ↗Anders Søgaard · Long Papers1 citation
  41. Doc-React: Multi-page Heterogeneous Document Question-answering ↗Junda Wu, Yu Xia, Tong Yu et al. · Short Papers1 citation
  42. Document-Level Text Generation with Minimum Bayes Risk Decoding using Optimal Transport ↗Yuu Jinnai · Long Papers1 citation
  43. Does Time Have Its Place? Temporal Heads: Where Language Models Recall Time-specific Information ↗Yein Park, Chanwoong Yoon, Jungwoo Park et al. · Long Papers1 citation
  44. Don't Reinvent the Wheel: Efficient Instruction-Following Text Embedding based on Guided Space Transformation ↗Yingchaojie Feng, Yiqun Sun, Yandong Sun et al. · Long Papers1 citation
  45. Drift: Enhancing LLM Faithfulness in Rationale Generation via Dual-Reward Probabilistic Inference ↗Jiazheng Li, Hanqi Yan, Yulan He · Long Papers1 citation
  46. DualGuard: A Parameter Space Transformation Approach for Bidirectional Defense in Split-Based LLM Fine-Tuning ↗Zihan Liu, Yizhen Wang, Rui Wang et al. · Long Papers1 citation
  47. Dynamic Label Name Refinement for Few-Shot Dialogue Intent Classification ↗Gyutae Park, Ingeol Baek, Byeongjeong Kim et al. · Short Papers1 citation
  48. Dynamic Scaling of Unit Tests for Code Reward Modeling ↗Zeyao Ma, Xiaokang Zhang, Jing Zhang et al. · Long Papers1 citation
  49. Dynamic and Generalizable Process Reward Modeling ↗Zhangyue Yin, Qiushi Sun, Zhiyuan Zeng et al. · Long Papers1 citation
  50. Déjà Vu? Decoding Repeated Reading from Eye Movements ↗Yoav Meiri, Omer Shubi, Cfir Avraham Hadar et al. · Long Papers1 citation
  51. ELABORATION: A Comprehensive Benchmark on Human-LLM Competitive Programming ↗Xinwei Yang, Zhaofeng Liu, Chen Huang et al. · Long Papers1 citation
  52. EPO: Explicit Policy Optimization for Strategic Reasoning in LLMs via Reinforcement Learning ↗Xiaoqian Liu, Ke Wang, Yongbin Li et al. · Long Papers1 citation
  53. EcoDoc: A Cost-Efficient Multimodal Document Processing System for Enterprises Using LLMs ↗Ravi K. Rajendran, Biplob Debnath, Murugan Sankaradass et al. · Industry Track1 citation
  54. Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets ↗Dongyue Li, Ziniu Zhang, Lu Wang et al. · Long Papers1 citation
  55. Efficient Long Context Language Model Retrieval with Compression ↗Minju Seo, Jinheon Baek, Seongyun Lee et al. · Long Papers1 citation
  56. Efficient Many-Shot In-Context Learning with Dynamic Block-Sparse Attention ↗Emily Xiao, Chin-Jou Li, Yilin Zhang et al. · Long Papers1 citation
  57. Efficient Pretraining Data Selection for Language Models via Multi-Actor Collaboration ↗Tianyi Bai, Ling Yang, Zhen Hao Wong et al. · Long Papers1 citation
  58. Efficient Safety Alignment of Large Language Models via Preference Re-ranking and Representation-based Reward Modeling ↗Deng Qiyuan, Xuefeng Bai, Kehai Chen et al. · Long Papers1 citation
  59. Efficient Universal Goal Hijacking with Semantics-guided Prompt Organization ↗Yihao Huang, Chong Wang, Xiaojun Jia et al. · Long Papers1 citation
  60. Empathy Prediction from Diverse Perspectives ↗Francine Chen, Scott Carter, Tatiana Lau et al. · Long Papers1 citation
  61. Employing Discourse Coherence Enhancement to Improve Cross-Document Event and Entity Coreference Resolution ↗Xinyu Chen, Peifeng Li, Qiaoming Zhu · Long Papers1 citation
  62. Enabling LLM Knowledge Analysis via Extensive Materialization ↗Yujia Hu, Tuan-Phong Nguyen, Shrestha Ghosh et al. · Long Papers1 citation
  63. Enhancing Automated Interpretability with Output-Centric Feature Descriptions ↗Yoav Gur-Arieh, Roy Mayan, Chen Agassy et al. · Long Papers1 citation
  64. Enhancing Cross-Lingual Transfer through Reversible Transliteration: A Huffman-Based Approach for Low-Resource Languages ↗Wenhao Zhuang, Yuan Sun, Xiaobing Zhao · Long Papers1 citation
  65. Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub ↗Bohan Lyu, Xin Cong, Heyang Yu et al. · Long Papers1 citation
  66. Enhancing Transformers for Generalizable First-Order Logical Entailment ↗Tianshi Zheng, Jiazheng Wang, Zihao Wang et al. · Long Papers1 citation
  67. Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation ↗Susanna Rücker, Alan Akbik · Long Papers1 citation
  68. Evaluating LLMs for Portuguese Sentence Simplification with Linguistic Insights ↗Arthur Scalercio, Elvis de Souza, Maria José Finatto et al. · Long Papers1 citation
  69. Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search ↗Linhao Yu, Xingguang Ji, Yahui Liu et al. · Long Papers1 citation
  70. Evaluating Personalized Tool-Augmented LLMs from the Perspectives of Personalization and Proactivity ↗Yupu Hao, Pengfei Cao, Zhuoran Jin et al. · Long Papers1 citation
  71. Evaluating Sequence Labeling on the basis of Information Theory ↗Enrique Amigó, Elena Álvarez-Mellado, Julio Gonzalo et al. · Long Papers1 citation
  72. Evaluation Agent: Efficient and Promptable Evaluation Framework for Visual Generative Models ↗Fan Zhang, Shulin Tian, Ziqi Huang et al. · Long Papers1 citation
  73. EvoWiki: Evaluating LLMs on Evolving Knowledge ↗Wei Tang, Yixin Cao, Yang Deng et al. · Long Papers1 citation
  74. EvolveBench: A Comprehensive Benchmark for Assessing Temporal Awareness in LLMs on Evolving Knowledge ↗Zhiyuan Zhu, Yusheng Liao, Zhe Chen et al. · Long Papers1 citation
  75. Explaining Matters: Leveraging Definitions and Semantic Expansion for Sexism Detection ↗Sahrish Khan, Arshad Jhumka, Gabriele Pergola · Long Papers1 citation
  76. Exploiting contextual information to improve stance detection in informal political discourse with LLMs ↗Arman Engin Sucu, Yixiang Zhou, Mario A. Nascimento et al. · Student Research Workshop1 citation
  77. Exploring the Effect of Nominal Compound Structure in Scientific Texts on Reading Times of Experts and Novices ↗Isabell Landwehr, Marie-Pauline Krielke, Stefania Degaetano-Ortlieb · Student Research Workshop1 citation
  78. FCMR: Robust Evaluation of Financial Cross-Modal Multi-Hop Reasoning ↗Seunghee Kim, Changhyeon Kim, Taeuk Kim · Long Papers1 citation
  79. FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring ↗Hyein Seo, Taewook Hwang, Yohan Lee et al. · Short Papers1 citation
  80. FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling ↗Weilin Zhao, Tengyu Pan, Xu Han et al. · Long Papers1 citation
  81. Fast or Slow? Integrating Fast Intuition and Deliberate Thinking for Enhancing Visual Question Answering ↗Songtao Jiang, Chenyi Zhou, Yan Zhang et al. · Short Papers1 citation
  82. Fine-grained Video Dubbing Duration Alignment with Segment Supervised Preference Optimization ↗Chaoqun Cui, Liangbin Huang, Shijing Wang et al. · Long Papers1 citation
  83. Fixing Distribution Shifts of LLM Self-Critique via On-Policy Self-Play Training ↗Rong Bao, Donglei Yu, Kai Fan et al. · Long Papers1 citation
  84. FlagEvalMM: A Flexible Framework for Comprehensive Multimodal Model Evaluation ↗Zheqi He, Yesheng Liu, Jing-Shu Zheng et al. · System Demonstrations1 citation
  85. Forward Knows Efficient Backward Path: Saliency-Guided Memory-Efficient Fine-tuning of Large Language Models ↗Yeachan Kim, SangKeun Lee · Long Papers1 citation
  86. Frictional Agent Alignment Framework: Slow Down and Don't Break Things ↗Abhijnan Nath, Carine Graff, Andrei Bachinin et al. · Long Papers1 citation
  87. From Citations to Criticality: Predicting Legal Decision Influence in the Multilingual Swiss Jurisprudence ↗Ronja Stern, Ken Kawamura, Matthias Stürmer et al. · Short Papers1 citation
  88. From English to Second Language Mastery: Enhancing LLMs with Cross-Lingual Continued Instruction Tuning ↗Linjuan Wu, Hao-Ran Wei, Baosong Yang et al. · Long Papers1 citation
  89. From Lists to Emojis: How Format Bias Affects Model Alignment ↗Xuanchang Zhang, Wei Xiong, Lichang Chen et al. · Long Papers1 citation
  90. From Objectives to Questions: A Planning-based Framework for Educational Mathematical Question Generation ↗Cheng Cheng, Zhenya Huang, GuanHao Zhao et al. · Long Papers1 citation
  91. GAMEBoT: Transparent Assessment of LLM Reasoning in Games ↗Wenye Lin, Jonathan Roberts, Yunhan Yang et al. · Long Papers1 citation
  92. GAPO: Learning Preferential Prompt through Generative Adversarial Policy Optimization ↗Zhouhong Gu, Xingzhou Chen, Xiaoran Shi et al. · Long Papers1 citation
  93. GIFT-SW: Gaussian noise Injected Fine-Tuning of Salient Weights for LLMs ↗Maxim Zhelnin, Viktor Moskvoretskii, Egor Shvetsov et al. · Long Papers1 citation
  94. GRAT: Guiding Retrieval-Augmented Reasoning through Process Rewards Tree Search ↗Xianshu Peng, Wei Wei · Long Papers1 citation
  95. GenGO Ultra: an LLM-powered ACL Paper Explorer ↗Sotaro Takeshita, Tornike Tsereteli, Simone Paolo Ponzetto · System Demonstrations1 citation
  96. Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning ↗Fangzhi Xu, Hang Yan, Chang Ma et al. · Long Papers1 citation
  97. GreaterPrompt: A Unified, Customizable, and High-Performing Open-Source Toolkit for Prompt Optimization ↗Wenliang Zheng, Sarkar Snigdha Sarathi Das, Yusen Zhang et al. · System Demonstrations1 citation
  98. GuideBench: Benchmarking Domain-Oriented Guideline Following for LLM Agents ↗Lingxiao Diao, Xinyue Xu, Wanxuan Sun et al. · Long Papers1 citation
  99. HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs ↗Qing Li, Jiahui Geng, Zongxiong Chen et al. · Long Papers1 citation
  100. HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models ↗Songtao Jiang, Yan Zhang, Yeying Jin et al. · Long Papers1 citation

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