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Findings of the Association for Computational Linguistics 2025: all accepted papers

3,414 papers · page 34 of 35 · the most cited first · ← Findings of the Association for Computational Linguistics 2025

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  1. Tuning-Free Personalized Alignment via Trial-Error-Explain In-Context Learning ↗Hyundong Justin Cho, Karishma Sharma, Nicolaas Paul Jedema et al.
  2. Turbocharging Web Automation: The Impact of Compressed History States ↗Xiyue Zhu, Peng Tang, Haofu Liao et al.
  3. Turning the Tide: Repository-based Code Reflection ↗Wei Zhang, Jian Yang, Jiaxi Yang et al.
  4. Two Steps from Hell: Compositionality on Chemical LMs ↗Veronika Ganeeva, Kuzma Khrabrov, Artur Kadurin et al.
  5. UIOrchestra: Generating High-Fidelity Code from UI Designs with a Multi-agent System ↗Chuhuai Yue, Jiajun Chai, Yufei Zhang et al.
  6. ULTRABENCH: Benchmarking LLMs under Extreme Fine-grained Text Generation ↗Longfei Yun, Letian Peng, Jingbo Shang
  7. UPLex: Fine-Grained Personality Control in Large Language Models via Unsupervised Lexical Modulation ↗Tianlong Li, Wenhao Liu, Muling Wu et al.
  8. UTMath: A Benchmark for Math Evaluation with Unit Test ↗Bo Yang, Qingping Yang, Yingwei Ma et al.
  9. Uncertainty Unveiled: Can Exposure to More In-context Examples Mitigate Uncertainty for Large Language Models? ↗Yifei Wang, Yu Sheng, Linjing Li et al.
  10. Uncertainty-Aware Contrastive Decoding ↗Hakyung Lee, Subeen Park, Joowang Kim et al.
  11. Uncovering Cultural Representation Disparities in Vision-Language Models ↗Ram Mohan Rao Kadiyala, Siddhant Gupta, Jebish Purbey et al.
  12. Uncovering Factor-Level Preference to Improve Human-Model Alignment ↗Juhyun Oh, Eunsu Kim, Jiseon Kim et al.
  13. Uncovering Scaling Laws for Large Language Models via Inverse Problems ↗Arun Verma, Zhaoxuan Wu, Zijian Zhou et al.
  14. Understand the Implication: Learning to Think for Pragmatic Understanding ↗Settaluri Lakshmi Sravanthi, Kishan Maharaj, Sravani Gunnu et al.
  15. Understanding How Value Neurons Shape the Generation of Specified Values in LLMs ↗Yi Su, Jiayi Zhang, Shu Yang et al.
  16. Understanding Refusal in Language Models with Sparse Autoencoders ↗Wei Jie Yeo, Nirmalendu Prakash, Clement Neo et al.
  17. Understanding and Meeting Practitioner Needs When Measuring Representational Harms Caused by LLM-Based Systems ↗Emma Harvey, Emily Sheng, Su Lin Blodgett et al.
  18. Understanding the Gap: an Analysis of Research Collaborations in NLP and Language Documentation ↗Luke Gessler, Alexis Palmer, Katharina von der Wense
  19. Unearthing Gems from Stones: Policy Optimization with Negative Sample Augmentation for LLM Reasoning ↗Zhaohui Yang, Yuxiao Ye, Shilei Jiang et al.
  20. UniCoM: A Universal Code-Switching Speech Generator ↗Sangmin Lee, Woojin Chung, Seyun Um et al.
  21. UniRAG: A Unified RAG Framework for Knowledge-Intensive Queries with Decomposition, Break-Down Reasoning, and Iterative Rewriting ↗Gun Il Kim, Jong Wook Kim, Beakcheol Jang
  22. UniT: One Document, Many Revisions, Too Many Edit Intention Taxonomies ↗Fangping Lan, Abdullah Aljebreen, Eduard Dragut
  23. Unlocking LLMs' Self-Improvement Capacity with Autonomous Learning for Domain Adaptation ↗Ke Ji, Junying Chen, Anningzhe Gao et al.
  24. Unlocking Recursive Thinking of LLMs: Alignment via Refinement ↗Haoke Zhang, Xiaobo Liang, Cunxiang Wang et al.
  25. Unlocking Speech Instruction Data Potential with Query Rewriting ↗Yonghua Hei, Yibo Yan, Shuliang Liu et al.
  26. Unraveling Misinformation Propagation in LLM Reasoning ↗Yiyang Feng, Yichen Wang, Shaobo Cui et al.
  27. Unsupervised Morphological Tree Tokenizer ↗Qingyang Zhu, Xiang Hu, Pengyu Ji et al.
  28. Unsupervised Sentence Representation Learning with Syntactically Aligned Negative Samples ↗Zhilan Wang, Zekai Zhi, Rize Jin et al.
  29. Unveiling Multimodal Processing: Exploring Activation Patterns in Multimodal LLMs for Interpretability and Efficiency ↗Chuan Wu, Meng Su, Youxuan Fang et al.
  30. Unveiling and Addressing Pseudo Forgetting in Large Language Models ↗Huashan Sun, Yizhe Yang, Yinghao Li et al.
  31. Unveiling the Influence of Amplifying Language-Specific Neurons ↗Inaya Rahmanisa, Lyzander Marciano Andrylie, Mahardika Krisna Ihsani et al.
  32. UrduFactCheck: An Agentic Fact-Checking Framework for Urdu with Evidence Boosting and Benchmarking ↗Sarfraz Ahmad, Hasan Iqbal, Momina Ahsan et al.
  33. Use Random Selection for Now: Investigation of Few-Shot Selection Strategies in LLM-based Text Augmentation ↗Jan Cegin, Branislav Pecher, Jakub Simko et al.
  34. Using Linguistic Entrainment to Evaluate Large Language Models for Use in Cognitive Behavioral Therapy ↗Mina Kian, Kaleen Shrestha, Katrin Fischer et al.
  35. Using Review Combination and Pseudo-Tokens for Aspect Sentiment Quad Prediction ↗Jiazhou Chen, Xu Jia, RuiQiang Guo
  36. Using tournaments to calculate AUROC for zero-shot classification with LLMs ↗WonJin Yoon, Ian Bulovic, Timothy A. Miller
  37. Utilizing Semantic Textual Similarity for Clinical Survey Data Feature Selection ↗Benjamin C. Warner, Ziqi Xu, Simon Haroutounian et al.
  38. V-ALPHASOCIAL: Benchmark and Self-Reflective Chain-of-Thought Generation for Visual Social Commonsense Reasoning ↗Zongyu Lin, Zhikun Xu, Xiaohan Song et al.
  39. VAQUUM: Are Vague Quantifiers Grounded in Visual Data? ↗Hugh Mee Wong, Rick Nouwen, Albert Gatt
  40. VISIAR: Empower MLLM for Visual Story Ideation ↗Zhaoyang Xia, Somdeb Sarkhel, Mehrab Tanjim et al.
  41. VIVA+: Human-Centered Situational Decision-Making ↗Zhe Hu, Yixiao Ren, Guanzhong Liu et al.
  42. VQA-Augmented Machine Translation with Cross-Modal Contrastive Learning ↗Zhihui Zhang, Shiliang Sun, Jing Zhao et al.
  43. VehicleWorld: A Highly Integrated Multi-Device Environment for Intelligent Vehicle Interaction ↗Jie Yang, Jiajun Chen, Zhangyue Yin et al.
  44. Verbosity-Aware Rationale Reduction: Sentence-Level Rationale Reduction for Efficient and Effective Reasoning ↗Joonwon Jang, Jaehee Kim, Wonbin Kweon et al.
  45. Verify with Caution: The Pitfalls of Relying on Imperfect Factuality Metrics ↗Ameya Godbole, Robin Jia
  46. Verifying the Steps of Deductive Reasoning Chains ↗Zacchary Sadeddine, Fabian M. Suchanek
  47. Visibility as Survival: Generalizing NLP for Native Alaskan Language Identification ↗Ivory Yang, Chunhui Zhang, Yuxin Wang et al.
  48. Vision-aided Unsupervised Constituency Parsing with Multi-MLLM Debating ↗Dong Zhang, Haiyan Tian, Qingying Sun et al.
  49. Visual Self-Refinement for Autoregressive Models ↗Jiamian Wang, Ziqi Zhou, Chaithanya Kumar Mummadi et al.
  50. Visualising Policy-Reward Interplay to Inform Zeroth-Order Preference Optimisation of Large Language Models ↗Alessio Galatolo, Zhenbang Dai, Katie Winkle et al.
  51. WASA: WAtermark-based Source Attribution for Large Language Model-Generated Data ↗Xinyang Lu, Jingtan Wang, Zitong Zhao et al.
  52. War of Thoughts: Competition Stimulates Stronger Reasoning in Large Language Models ↗Yibin Chen, Jinyi Liu, Yan Zheng et al.
  53. WaterSeeker: Pioneering Efficient Detection of Watermarked Segments in Large Documents ↗Leyi Pan, Aiwei Liu, Yijian Lu et al.
  54. Watermark under Fire: A Robustness Evaluation of LLM Watermarking ↗Jiacheng Liang, Zian Wang, Spencer Hong et al.
  55. Watermarking for Factuality: Guiding Vision-Language Models Toward Truth via Tri-layer Contrastive Decoding ↗Kyungryul Back, Seongbeom Park, Milim Kim et al.
  56. Watermarking with Low-Entropy POS-Guided Token Partitioning and Z-Score-Driven Dynamic Bias for Large Language Models ↗He Li, Xiaojun Chen, Zhendong Zhao et al.
  57. We Argue to Agree: Towards Personality-Driven Argumentation-Based Negotiation Dialogue Systems for Tourism ↗Priyanshu Priya, Saurav Dudhate, Desai Vishesh Yasheshbhai et al.
  58. Weak2Wise: An Automated, Lightweight Framework for Weak-LLM-Friendly Reasoning Synthesis ↗Jianing Lin, Yuanfang Guo, Shunning Liu et al.
  59. WebNLG-IT: Construction of an aligned RDF-Italian corpus through Machine Translation techniques ↗Michael Oliverio, Pier Felice Balestrucci, Alessandro Mazzei et al.
  60. Weight-based Analysis of Detokenization in Language Models: Understanding the First Stage of Inference Without Inference ↗Go Kamoda, Benjamin Heinzerling, Tatsuro Inaba et al.
  61. Well Begun is Half Done: Low-resource Preference Alignment by Weak-to-Strong Decoding ↗Feifan Song, Shaohang Wei, Wen Luo et al.
  62. What data should I include in my POS tagging training set? ↗Zoey Liu, Masoud Jasbi, Christan Grant et al.
  63. What if Othello-Playing Language Models Could See? ↗Xinyi Chen, Yifei Yuan, Jiaang Li et al.
  64. What's Not Said Still Hurts: A Description-Based Evaluation Framework for Measuring Social Bias in LLMs ↗Jinhao Pan, Chahat Raj, Ziyu Yao et al.
  65. When Allies Turn Foes: Exploring Group Characteristics of LLM-Based Multi-Agent Collaborative Systems Under Adversarial Attacks ↗Jiahao Zhang, Baoshuo Kan, Tao Gong et al.
  66. When Benchmarks Talk: Re-Evaluating Code LLMs with Interactive Feedback ↗Jane Pan, Ryan Shar, Jacob Pfau et al.
  67. When Format Changes Meaning: Investigating Semantic Inconsistency of Large Language Models ↗Cheongwoong Kang, Jongeun Baek, Yeonjea Kim et al.
  68. When Inverse Data Outperforms: Exploring the Pitfalls of Mixed Data in Multi-Stage Fine-Tuning ↗Mengyi Deng, Xin Li, Tingyu Zhu et al.
  69. When Models Reason in Your Language: Controlling Thinking Language Comes at the Cost of Accuracy ↗Jirui Qi, Shan Chen, Zidi Xiong et al.
  70. When Personalization Meets Reality: A Multi-Faceted Analysis of Personalized Preference Learning ↗Yijiang River Dong, Tiancheng Hu, Yinhong Liu et al.
  71. When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning ↗Xiaoyun Zhang, Jingqing Ruan, Xing Ma et al.
  72. Where Did That Come From? Sentence-Level Error-Tolerant Attribution ↗Ori Ernst, Aviv Slobodkin, Meng Cao et al.
  73. Where is this coming from? Making groundedness count in the evaluation of Document VQA models ↗Armineh Nourbakhsh, Siddharth Parekh, Pranav Shetty et al.
  74. Whether LLMs Know If They Know: Identifying Knowledge Boundaries via Debiased Historical In-Context Learning ↗Bo Lv, Nayu Liu, Yang Shen et al.
  75. Which Retain Set Matters for LLM Unlearning? A Case Study on Entity Unlearning ↗Hwan Chang, Hwanhee Lee
  76. Whispering in Ol Chiki: Cross-Lingual Transfer Learning for Santali Speech Recognition ↗Atanu Mandal, Madhusudan Ghosh, Pratick Maiti et al.
  77. Who Speaks Matters: Analysing the Influence of the Speaker's Linguistic Identity on Hate Classification ↗Ananya Malik, Kartik Sharma, Shaily Bhatt et al.
  78. Who's the Author? How Explanations Impact User Reliance in AI-Assisted Authorship Attribution ↗Calvin Bao, Connor Baumler, Hal Daumé III et al.
  79. Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? A Petroglyph Revisited ↗Kazuki Irie
  80. Why Not Act on What You Know? Unleashing Safety Potential of LLMs via Self-Aware Guard Enhancement ↗Peng Ding, Jun Kuang, ZongYu Wang et al.
  81. Why We Feel What We Feel: Joint Detection of Emotions and Their Opinion Triggers in E-commerce ↗Arnav Attri, Anuj Attri, Pushpak Bhattacharyya et al.
  82. WildFireCan-MMD: A Multimodal Dataset for Classification of User-Generated Content During Wildfires in Canada ↗Braeden Sherritt, Isar Nejadgholi, Efstratios Aivaliotis et al.
  83. Will Annotators Disagree? Identifying Subjectivity in Value-Laden Arguments ↗Amir Homayounirad, Enrico Liscio, Tong Wang et al.
  84. Word-Level Detection of Code-Mixed Hate Speech with Multilingual Domain Transfer ↗Karin Niederreiter, Dagmar Gromann
  85. Word2Passage: Word-level Importance Re-weighting for Query Expansion ↗Jeonghwan Choi, Minjeong Ban, Minseok Kim et al.
  86. World Knowledge Resolves Some Aspectual Ambiguity ↗Katarzyna Pruś, Mark Steedman, Adam Lopez
  87. XL-Suite: Cross-Lingual Synthetic Training and Evaluation Data for Open-Ended Generation ↗Vivek Iyer, Pinzhen Chen, Ricardo Rei et al.
  88. XTRA: Cross-Lingual Topic Modeling with Topic and Representation Alignments ↗Tien Phat Nguyen, Ngo Vu Minh, Tung Nguyen et al.
  89. YinYang-Align: A new Benchmark for Competing Objectives and Introducing Multi-Objective Preference based Text-to-Image Alignment ↗Amitava Das, Yaswanth Narsupalli, Gurpreet Singh et al.
  90. You Only Use Reactive Attention Slice When Retrieving From Long Context ↗Yun Joon Soh, Hanxian Huang, Yuandong Tian et al.
  91. You need to MIMIC to get FAME: Solving Meeting Transcript Scarcity with Multi-Agent Conversations ↗Frederic Kirstein, Muneeb Khan, Jan Philip Wahle et al.
  92. Your Language Model May Think Too Rigidly: Achieving Reasoning Consistency with Symmetry-Enhanced Training ↗Yihang Yao, Zhepeng Cen, Miao Li et al.
  93. Your Mileage May Vary: How Empathy and Demographics Shape Human Preferences in LLM Responses ↗Yishan Wang, Amanda Cercas Curry, Flor Miriam Plaza-del-Arco
  94. Your Semantic-Independent Watermark is Fragile: A Semantic Perturbation Attack against EaaS Watermark ↗Zekun Fei, Biao Yi, Jianing Geng et al.
  95. ZEBRA: Leveraging Model-Behavioral Knowledge for Zero-Annotation Preference Dataset Construction ↗Jeesu Jung, Chanjun Park, Sangkeun Jung
  96. Zero-Shot Contextual Embeddings via Offline Synthetic Corpus Generation ↗Philip Lippmann, Jie Yang
  97. Zero-Shot Defense Against Toxic Images via Inherent Multimodal Alignment in LVLMs ↗Wei Zhao, Zhe Li, Yige Li et al.
  98. Zero-Shot Fine-Grained Image Classification Using Large Vision-Language Models ↗Md. Atabuzzaman, Andrew Zhang, Chris Thomas
  99. Zero-Shot Keyphrase Generation: Investigating Specialized Instructions and Multi-sample Aggregation on Large Language Models ↗Jayanth Mohan, Jishnu Ray Chowdhury, Tomas Malik et al.
  100. Zero-Shot Privacy-Aware Text Rewriting via Iterative Tree Search ↗Shuo Huang, Xingliang Yuan, Gholamreza Haffari et al.

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