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ACL 2025: all accepted papers

1,966 papers · page 16 of 20 · the most cited first · ← ACL 2025

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  1. Conceptual Diagnostics for Knowledge Graphs and Large Language Models ↗Rosario Uceda Sosa, Maria Chang, Karthikeyan Natesan Ramamurthy et al. · Industry Track
  2. Conditional Dichotomy Quantification via Geometric Embedding ↗Shaobo Cui, Wenqing Liu, Yiyang Feng et al. · Long Papers
  3. Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement ↗Maosong Cao, Taolin Zhang, Mo Li et al. · Long Papers
  4. Confidence and Stability of Global and Pairwise Scores in NLP Evaluation ↗Georgii Levtsov, Dmitry Ustalov · Student Research Workshop
  5. Consistency-Aware Online Multi-Objective Alignment for Related Search Query Generation ↗Shuxian Bi, Chongming Gao, Wenjie Wang et al. · Industry Track
  6. ConsistencyChecker: Tree-based Evaluation of LLM Generalization Capabilities ↗Zhaochen Hong, Haofei Yu, Jiaxuan You · Long Papers
  7. Contrastive Learning on LLM Back Generation Treebank for Cross-domain Constituency Parsing ↗Peiming Guo, Meishan Zhang, Jianling Li et al. · Long Papers
  8. Controllable Style Arithmetic with Language Models ↗Weiqi Wang, Wengang Zhou, Zongmeng Zhang et al. · Long Papers
  9. Convert Language Model into a Value-based Strategic Planner ↗Xiaoyu Wang, Yue Zhao, Qingqing Gu et al. · Industry Track
  10. Cooperative or Competitive? Understanding the Interaction between Attention Heads From A Game Theory Perspective ↗Xiaoye Qu, Zengqi Yu, Dongrui Liu et al. · Long Papers
  11. Coordinating Chaos: A Structured Review of Linguistic Coordination Methodologies ↗Benjamin Roger Litterer, David Jurgens, Dallas Card · Long Papers
  12. Counterspeech the ultimate shield! Multi-Conditioned Counterspeech Generation through Attributed Prefix Learning ↗Aswini Kumar Padhi, Anil Bandhakavi, Tanmoy Chakraborty · Long Papers
  13. Cracking Factual Knowledge: A Comprehensive Analysis of Degenerate Knowledge Neurons in Large Language Models ↗Yuheng Chen, Pengfei Cao, Yubo Chen et al. · Long Papers
  14. CritiQ: Mining Data Quality Criteria from Human Preferences ↗Honglin Guo, Kai Lv, Qipeng Guo et al. · Long Papers
  15. Cross-Genre Learning for Old English Poetry POS TaggingIrene Miani, Sara Stymne, Gregory R. Darwin · Student Research Workshopour summary
  16. Cross-Lingual Transfer of Cultural Knowledge: An Asymmetric Phenomenon ↗Chen Zhang, Zhiyuan Liao, Yansong Feng · Short Papers
  17. Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts ↗Youcheng Huang, Chen Huang, Duanyu Feng et al. · Long Papers
  18. Cultivating Gaming Sense for Yourself: Making VLMs Gaming Experts ↗Wenxuan Lu, Jiangyang He, Zhanqiu Zhang et al. · Long Papers
  19. Curriculum Debiasing: Toward Robust Parameter-Efficient Fine-Tuning Against Dataset Biases ↗Mingyu Lee, Yeachan Kim, Wing-Lam Mok et al. · Long Papers
  20. D.Va: Validate Your Demonstration First Before You Use It ↗Qi Zhang, Zhiqing Xiao, Ruixuan Xiao et al. · Long Papers
  21. DARS: Dynamic Action Re-Sampling to Enhance Coding Agent Performance by Adaptive Tree Traversal ↗Vaibhav Aggarwal, Ojasv Kamal, Abhinav Japesh et al. · Long Papers
  22. DISPUTool 3.0: Fallacy Detection and Repairing in Argumentative Political Debates ↗Pierpaolo Goffredo, Deborah Dore, Elena Cabrio et al. · System Demonstrations
  23. DNCASR: End-to-End Training for Speaker-Attributed ASR ↗Xianrui Zheng, Chao Zhang, Phil Woodland · Long Papers
  24. DRPruning: Efficient Large Language Model Pruning through Distributionally Robust Optimization ↗Hexuan Deng, Wenxiang Jiao, Xuebo Liu et al. · Long Papers
  25. DTCRS: Dynamic Tree Construction for Recursive Summarization ↗Guanran Luo, Zhongquan Jian, Wentao Qiu et al. · Long Papers
  26. Data Laundering: Artificially Boosting Benchmark Results through Knowledge Distillation ↗Jonibek Mansurov, Akhmed Sakip, Alham Fikri Aji · Long Papers
  27. Decoder-Only LLMs can be Masked Auto-Encoders ↗Dan Qiao, Yuan Gao, Zheming Yang et al. · Short Papers
  28. Deep Temporal Reasoning in Video Language Models: A Cross-Linguistic Evaluation of Action Duration and Completion through Perfect Times ↗Olga Loginova, Sofía Ortega Loguinova · Long Papers
  29. Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model ↗Siheng Xiong, Ali Payani, Yuan Yang et al. · Long Papers
  30. Delta-KNN: Improving Demonstration Selection in In-Context Learning for Alzheimer's Disease Detection ↗Chuyuan Li, Raymond Li, Thalia S. Field et al. · Long Papers
  31. Design Choices for Extending the Context Length of Visual Language Models ↗Mukai Li, Lei Li, Shansan Gong et al. · Long Papers
  32. Dialz: A Python Toolkit for Steering Vectors ↗Zara Siddique, Liam Turner, Luis Espinosa-Anke · System Demonstrations
  33. Did Translation Models Get More Robust Without Anyone Even Noticing? ↗Ben Peters, Andre Martins · Long Papers
  34. Diffusion Directed Acyclic Transformer for Non-Autoregressive Machine Translation ↗Quan Nguyen-Tri, Cong Dao Tran, Hoang Thanh-Tung · Short Papers
  35. Digest the Knowledge: Large Language Models empowered Message Passing for Knowledge Graph Question Answering ↗Junhong Wan, Tao Yu, Kunyu Jiang et al. · Long Papers
  36. Digital Gatekeepers: Google's Role in Curating Hashtags and Subreddits ↗Amrit Poudel, Yifan Ding, Tim Weninger et al. · Long Papers
  37. Disambiguating Reference in Visually Grounded Dialogues through Joint Modeling of Textual and Multimodal Semantic Structures ↗Shun Inadumi, Nobuhiro Ueda, Koichiro Yoshino · Long Papers
  38. Do Androids Question Electric Sheep? A Multi-Agent Cognitive Simulation of Philosophical Reflection on Hybrid Table Reasoning ↗Yiran Rex Ma · Student Research Workshop
  39. Do Multimodal Large Language Models Truly See What We Point At? Investigating Indexical, Iconic, and Symbolic Gesture Comprehension ↗Noriki Nishida, Koji Inoue, Hideki Nakayama et al. · Short Papers
  40. Do not Abstain! Identify and Solve the Uncertainty ↗Jingyu Liu, Jingquan Peng, Xiaopeng Wu et al. · Long Papers
  41. DoMIX: An Efficient Framework for Exploiting Domain Knowledge in Fine-Tuning ↗Dohoon Kim, Donghun Kang, Taesup Moon · Long Papers
  42. Does the Emotional Understanding of LVLMs Vary Under High-Stress Environments and Across Different Demographic Attributes? ↗Jaewook Lee, Yeajin Jang, Oh-Woog Kwon et al. · Long Papers
  43. Don't Erase, Inform! Detecting and Contextualizing Harmful Language in Cultural Heritage Collections ↗Orfeas Menis Mastromichalakis, Jason Liartis, Kristina Rose et al. · Long Papers
  44. Don't Half-listen: Capturing Key-part Information in Continual Instruction Tuning ↗Yongquan He, Wenyuan Zhang, Xuancheng Huang et al. · Long Papers
  45. Donate or Create? Comparing Data Collection Strategies for Emotion-labeled Multimodal Social Media Posts ↗Christopher Bagdon, Aidan Combs, Carina Silberer et al. · Long Papers
  46. Dynamic Head Selection for Neural Lexicalized Constituency Parsing ↗Yang Hou, Zhenghua Li · Long Papers
  47. EAGLE: Expert-Guided Self-Enhancement for Preference Alignment in Pathology Large Vision-Language Model ↗Meidan Ding, Jipeng Zhang, Wenxuan Wang et al. · Long Papers
  48. ENGinius: A Bilingual LLM Optimized for Plant Construction Engineering ↗Wooseong Lee, Minseo Kim, Taeil Hur et al. · Industry Track
  49. ERU-KG: Efficient Reference-aligned Unsupervised Keyphrase Generation ↗Lam Thanh Do, Aaditya Bodke, Pritom Saha Akash et al. · Long Papers
  50. EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association ↗Weiqi Wang, Limeng Cui, Xin Liu et al. · Long Papers
  51. EdiText: Controllable Coarse-to-Fine Text Editing with Diffusion Language Models ↗Che Hyun Lee, Heeseung Kim, Jiheum Yeom et al. · Long Papers
  52. EditInspector: A Benchmark for Evaluation of Text-Guided Image Edits ↗Ron Yosef, Yonatan Bitton, Dani Lischinski et al. · Long Papers
  53. Efficient Annotator Reliability Assessment with EffiARA ↗Owen Cook, Jake A Vasilakes, Ian Roberts et al. · System Demonstrations
  54. Efficient Knowledge Editing via Minimal Precomputation ↗Akshat Gupta, Maochuan Lu, Thomas Hartvigsen et al. · Short Papers
  55. Efficient OpAmp Adaptation for Zoom Attention to Golden Contexts ↗Haoyuan Wu, Rui Ming, Haisheng Zheng et al. · Long Papers
  56. Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning ↗Chenxi Huang, Shaotian Yan, Liang Xie et al. · Long Papers
  57. Enhancing Event-centric News Cluster Summarization via Data Sharpening and Localization Insights ↗Longyin Zhang, Bowei Zou, AiTi Aw · Long Papers
  58. Enhancing Goal-oriented Proactive Dialogue Systems via Consistency Reflection and Correction ↗Didi Zhang, Yaxin Fan, Peifeng Li et al. · Long Papers
  59. Enhancing Hyperbole and Metaphor Detection with Their Bidirectional Dynamic Interaction and Emotion Knowledge ↗Li Zheng, Sihang Wang, Hao Fei et al. · Long Papers
  60. Enhancing Input-Label Mapping in In-Context Learning with Contrastive Decoding ↗Keqin Peng, Liang Ding, Yuanxin Ouyang et al. · Short Papers
  61. Enhancing LLM-as-a-Judge through Active-Sampling-based Prompt Optimization ↗Cheng Zhen, Ervine Zheng, Jilong Kuang et al. · Industry Track
  62. Enhancing Marker Scoring Accuracy through Ordinal Confidence Modelling in Educational Assessments ↗Abhirup Chakravarty, Mark Brenchley, Trevor Breakspear et al. · Industry Track
  63. Enhancing NER by Harnessing Multiple Datasets with Conditional Variational Autoencoders ↗Taku Oi, Makoto Miwa · Short Papers
  64. Enhancing Retrieval Systems with Inference-Time Logical Reasoning ↗Felix Faltings, Wei Wei, Yujia Bao · Short Papers
  65. Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization ↗Yuhao Wang, Keyan Ding, Kehua Feng et al. · Long Papers
  66. Enhancing Spoken Discourse Modeling in Language Models Using Gestural Cues ↗Varsha Suresh, M. Hamza Mughal, Christian Theobalt et al. · Long Papers
  67. Enriching children's stories with LLMs: Delivering multilingual data enrichment for children's books at scale and across markets ↗Zarah Weiss, Christof Meyer, Mikael Andersson · Industry Track
  68. Ensemble Watermarks for Large Language Models ↗Georg Niess, Roman Kern · Long Papers
  69. Entailed Between the Lines: Incorporating Implication into NLI ↗Shreya Havaldar, Hamidreza Alvari, John Palowitch et al. · Long Papers
  70. Entailment-Preserving First-order Logic Representations in Natural Language Entailment ↗Jinu Lee, Qi Liu, Runzhi Ma et al. · Long Papers
  71. EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts ↗Subhajit Chaudhury, Payel Das, Sarathkrishna Swaminathan et al. · Long Papers
  72. EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents ↗Cheng Qian, Peixuan Han, Qinyu Luo et al. · Long Papers
  73. Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis ↗Kejian Zhu, Shangqing Tu, Zhuoran Jin et al. · Long Papers
  74. Estimating Privacy Leakage of Augmented Contextual Knowledge in Language Models ↗James Flemings, Bo Jiang, Wanrong Zhang et al. · Long Papers
  75. Evaluating Credibility and Political Bias in LLMs for News Outlets in Bangladesh ↗Tabia Tanzin Prama, Md. Saiful Islam · Student Research Workshop
  76. Evaluating Lexical Proficiency in Neural Language Models ↗Cristiano Ciaccio, Alessio Miaschi, Felice Dell'Orletta · Long Papers
  77. Evaluating Theory of (an uncertain) Mind: Predicting the Uncertain Beliefs of Others from Conversational Cues ↗Anthony Sicilia, Malihe Alikhani · Long Papers
  78. Exclusion of Thought: Mitigating Cognitive Load in Large Language Models for Enhanced Reasoning in Multiple-Choice Tasks ↗Qihang Fu, Yongbin Qin, Ruizhang Huang et al. · Long Papers
  79. ExpeTrans: LLMs Are Experiential Transfer Learners ↗Jinglong Gao, Xiao Ding, Lingxiao Zou et al. · Long Papers
  80. Exploiting Contextual Knowledge in LLMs through $\mathcalV$-usable Information based Layer Enhancement ↗Xiaowei Yuan, Zhao Yang, Ziyang Huang et al. · Long Papers
  81. Exploiting the Shadows: Unveiling Privacy Leaks through Lower-Ranked Tokens in Large Language Models ↗Yuan Zhou, Zhuo Zhang, Xiangyu Zhang · Long Papers
  82. ExploraCoder: Advancing Code Generation for Multiple Unseen APIs via Planning and Chained Exploration ↗Yunkun Wang, Yue Zhang, Zhen Qin et al. · Long Papers
  83. Exploring LLMs' Ability to Spontaneously and Conditionally Modify Moral Expressions through Text Manipulation ↗Candida Maria Greco, Lucio La Cava, Lorenzo Zangari et al. · Long Papers
  84. Exploring Multimodal Relation Extraction of Hierarchical Tabular Data with Multi-task Learning ↗Xinyu Zhang, Aibo Song, Jingyi Qiu et al. · Long Papers
  85. FINKRX: Establishing Best Practices for Korean Financial NLP ↗Guijin Son, Hyunwoo Ko, Hanearl Jung et al. · Industry Track
  86. FOCUS: Evaluating Pre-trained Vision-Language Models on Underspecification Reasoning ↗Kankan Zhou, Eason Lai, Kyriakos Mouratidis et al. · Long Papers
  87. FORG3D: Flexible Object Rendering for Generating Vision-Language Spatial Reasoning Data from 3D Scenes ↗Oscar Pang, Freda Shi · System Demonstrations
  88. FRACTAL: Fine-Grained Scoring from Aggregate Text Labels ↗Yukti Makhija, Priyanka Agrawal, Rishi Saket et al. · Long Papers
  89. Fact from Fiction: Finding Serialized Novels in Newspapers ↗Pascale Feldkamp, Alie Lassche, Katrine Frøkjær Baunvig et al. · Student Research Workshop
  90. FairI Tales: Evaluation of Fairness in Indian Contexts with a Focus on Bias and Stereotypes ↗Janki Atul Nawale, Mohammed Safi Ur Rahman Khan, Janani D et al. · Long Papers
  91. Fairness Beyond Performance: Revealing Reliability Disparities Across Groups in Legal NLP ↗Santosh T.Y.S.S, Irtiza Chowdhury · Long Papers
  92. FaithfulSAE: Towards Capturing Faithful Features with Sparse Autoencoders without External Datasets Dependency ↗Seonglae Cho, Harryn Oh, Donghyun Lee et al. · Student Research Workshop
  93. FastMCTS: A Simple Sampling Strategy for Data Synthesis ↗Peiji Li, Kai Lv, Yunfan Shao et al. · Long Papers
  94. Finding Needles in Images: Can Multi-modal LLMs Locate Fine Details? ↗Parth Thakkar, Ankush Agarwal, Prasad Kasu et al. · Long Papers
  95. Finding the Sweet Spot: Preference Data Construction for Scaling Preference Optimization ↗Yao Xiao, Hai Ye, Linyao Chen et al. · Long Papers
  96. FineReason: Evaluating and Improving LLMs' Deliberate Reasoning through Reflective Puzzle Solving ↗Guizhen Chen, Weiwen Xu, Hao Zhang et al. · Long Papers
  97. First-AID: the first Annotation Interface for grounded Dialogues ↗Stefano Menini, Daniel Russo, Alessio Palmero Aprosio et al. · System Demonstrations
  98. FlagEval-Arena: A Side-by-Side Comparative Evaluation Platform for Large Language Models and Text-Driven AIGC ↗Jing-Shu Zheng, Richeng Xuan, Bowen Qin et al. · System Demonstrations
  99. FlexRAG: A Flexible and Comprehensive Framework for Retrieval-Augmented Generation ↗Zhuocheng Zhang, Yang Feng, Min Zhang · System Demonstrations
  100. FocalPO: Enhancing Preference Optimizing by Focusing on Correct Preference Rankings ↗Tong Liu, Xiao Yu, Wenxuan Zhou et al. · Short Papers

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