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

3,414 papers · page 26 of 35 · the most cited first · ← Findings of the Association for Computational Linguistics 2025

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  1. Factuality Beyond Coherence: Evaluating LLM Watermarking Methods for Medical Texts ↗Rochana Prih Hastuti, Rian Adam Rajagede, Mansour Al Ghanim et al.
  2. Fair Text-Attributed Graph Representation Learning ↗Ruilin Luo, Tianle Gu, Lin Wang et al.
  3. Fairness in Automatic Speech Recognition Isn't a One-Size-Fits-All ↗Hend ElGhazaly, Bahman Mirheidari, Heidi Christensen et al.
  4. FaithfulPersona: Balancing Faithfulness and Personalization in Code Explanations through Self-Critique ↗Zhuang Luo, Yichuan Li, Zexing Xu et al.
  5. False Friends Are Not Foes: Investigating Vocabulary Overlap in Multilingual Language Models ↗Julie Kallini, Dan Jurafsky, Christopher Potts et al.
  6. Familiarity-Aware Evidence Compression for Retrieval-Augmented Generation ↗Dongwon Jung, Qin Liu, Tenghao Huang et al.
  7. Family helps one another: Dravidian NLP suite for Natural Language Understanding ↗Abhinav P M, Priyanka Dasari, Nagaraju Vuppala et al.
  8. Fast Quiet-STaR: Thinking Without Thought Tokens ↗Wei Huang, Yizhe Xiong, Xin Ye et al.
  9. Fast-and-Frugal Text-Graph Transformers are Effective Link Predictors ↗Andrei C. Coman, Christos Theodoropoulos, Marie-Francine Moens et al.
  10. FastCuRL: Curriculum Reinforcement Learning with Stage-wise Context Scaling for Efficient Training R1-like Reasoning Models ↗Mingyang Song, Mao Zheng, Zheng Li et al.
  11. FastDraft: How to Train Your Draft ↗Ofir Zafrir, Igor Margulis, Dorin Shteyman et al.
  12. Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders ↗Kristian Kuznetsov, Laida Kushnareva, Anton Razzhigaev et al.
  13. Features that Make a Difference: Leveraging Gradients for Improved Dictionary Learning ↗Jeffrey Olmo, Jared Wilson, Max Forsey et al.
  14. Ferret: Faster and Effective Automated Red Teaming with Reward-Based Scoring Technique ↗Tej Deep Pala, Vernon Toh, Rishabh Bhardwaj et al.
  15. FiRST: Finetuning Router-Selective Transformers for Input-Adaptive Latency Reduction ↗Akriti Jain, Saransh Sharma, Koyel Mukherjee et al.
  16. FicSim: A Dataset for Multi-Faceted Semantic Similarity in Long-Form Fiction ↗Natasha Johnson, Amanda Bertsch, Maria-Emil Deal et al.
  17. Filling the Temporal Void: Recovering Missing Publication Years in the Project Gutenberg Corpus Using LLMs ↗Omar Momen, Manuel Schaaf, Alexander Mehler
  18. FinGEAR: Financial Mapping-Guided Enhanced Answer Retrieval ↗Ying Li, Mengyu Wang, Miguel de Carvalho et al.
  19. FinGrAct: A Framework for FINe-GRrained Evaluation of ACTionability in Explainable Automatic Fact-Checking ↗Islam Eldifrawi, Shengrui Wang, Amine Trabelsi
  20. FinLFQA: Evaluating Attributed Text Generation of LLMs in Financial Long-Form Question Answering ↗Yitao Long, Tiansheng Hu, Yilun Zhao et al.
  21. Fine-Grained Detection of AI-Generated Text Using Sentence-Level Segmentation ↗L. D. M. S. Sai Teja, Annepaka Yadagiri, Partha Pakray et al.
  22. Fine-Tuned Thoughts: Leveraging Chain-of-Thought Reasoning for Industrial Asset Health Monitoring ↗Shuxin Lin, Dhaval C Patel, Christodoulos Constantinides
  23. Fine-Tuning Encoder-Decoder Models with Contrastive Learning for In-Context Distractor Generation ↗Elaf Alhazmi, Quan Z. Sheng, Wei Emma Zhang et al.
  24. Fine-tuning LLMs with Cross-Attention-based Weight Decay for Bias Mitigation ↗Farsheed Haque, Zhe Fu, Depeng Xu et al.
  25. First-Step Advantage: Importance of Starting Right in Multi-Step Math Reasoning ↗Kushal Jain, Moritz Miller, Niket Tandon et al.
  26. Flowchart-Based Decision Making with Large Language Models ↗Yuuki Yamanaka, Hiroshi Takahashi, Tomoya Yamashita
  27. FoodSafeSum: Enabling Natural Language Processing Applications for Food Safety Document Summarization and Analysis ↗Juli Bakagianni, Korbinian Randl, Guido Rocchietti et al.
  28. For a Fistful of Puns: Evaluating a Puns in Multiword Expressions Identification Algorithm Without Dedicated Dataset ↗Julien Bezançon, Gaël Lejeune
  29. Forget for Get: A Lightweight Two-phase Gradient Method for Knowledge Editing in Large Language Models ↗Yanhong Li, Min Yang, Xiping Hu et al.
  30. Forget the Token and Pixel: Rethinking Gradient Ascent for Concept Unlearning in Multimodal Generative Models ↗Jiaqi Li, Chuanyi Zhang, Miaozeng Du et al.
  31. Forget the Unneeded: Backdooring Large Language Models via Contrastive-enhanced Machine Unlearning ↗Shiji Yang, Shu Zhao, Congyao Mei et al.
  32. Formalizing Test-Time Compute for Function-Level Code Generation ↗Haau-Sing Li, Patrick Fernandes, Iryna Gurevych et al.
  33. FormosanBench: Benchmarking Low-Resource Austronesian Languages in the Era of Large Language Models ↗Kaiying Kevin Lin, Hsi-Yu Chen, Haopeng Zhang
  34. FractalLLM: Lossless Self-Speculative Decoding with Layer Embedded Self-Compression ↗Juhyeong Kim, Sangyeon Yu, Gyunyeop Kim et al.
  35. FrameEOL: Semantic Frame Induction using Causal Language Models ↗Chihiro Yano, Kosuke Yamada, Hayato Tsukagoshi et al.
  36. Frequency matters: Modeling irregular morphological patterns in Spanish with Transformers ↗Akhilesh Kakolu Ramarao, Kevin Tang, Dinah Baer-Henney
  37. FroM: Frobenius Norm-Based Data-Free Adaptive Model Merging ↗Zijian Li, Xiaocheng Feng, Huixin Liu et al.
  38. From Argumentation to Deliberation: Perspectivized Stance Vectors for Fine-grained (Dis)agreement Analysis ↗Moritz Plenz, Philipp Heinisch, Janosch Gehring et al.
  39. From Awareness to Adaptability: Enhancing Tool Utilization for Scientific Reasoning ↗Wenjing Xie, Xiaobo Liang, Juntao Li et al.
  40. From Benchmark to Better Embeddings: Leveraging Synonym Substitution to Enhance Multimodal Models in Ukrainian ↗Volodymyr Mudryi, Yurii Laba
  41. From Cross-Task Examples to In-Task Prompts: A Graph-Based Pseudo-Labeling Framework for In-context Learning ↗Zihan Chen, Song Wang, Xingbo Fu et al.
  42. From Curiosity to Clarity : Exploring the Impact of Consecutive Why-Questions ↗Geonyeong Son, Jaeyoung Lee, Misuk Kim
  43. From Evasion to Concealment: Stealthy Knowledge Unlearning for LLMs ↗Tianle Gu, Kexin Huang, Ruilin Luo et al.
  44. From Ground Trust to Truth: Disparities in Offensive Language Judgments on Contemporary Korean Political Discourse ↗Seunguk Yu, JungMin Yun, Jinhee Jang et al.
  45. From Heart to Words: Generating Empathetic Responses via Integrated Figurative Language and Semantic Context Signals ↗Gyeongeun Lee, Zhu Wang, Sathya N. Ravi et al.
  46. From Implicit Exploration to Structured Reasoning: Guideline and Refinement for LLMs ↗Jiaxiang Chen, Zhuo Wang, Mingxi Zou et al.
  47. From Insight to Exploit: Leveraging LLM Collaboration for Adaptive Adversarial Text Generation ↗Najrin Sultana, Md Rafi Ur Rashid, Kang Gu et al.
  48. From KMMLU-Redux to Pro: A Professional Korean Benchmark Suite for LLM Evaluation ↗Seokhee Hong, Sunkyoung Kim, Guijin Son et al.
  49. From Lazy to Prolific: Tackling Missing Labels in Open Vocabulary Extreme Classification by Positive-Unlabeled Sequence Learning ↗Ranran Haoran Zhang, Bensu Uçar, Soumik Dey et al.
  50. From Misleading Queries to Accurate Answers: A Three-Stage Fine-Tuning Method for LLMs ↗Guocong Li, Weize Liu, Yihang Wu et al.
  51. From Monolingual to Bilingual: Investigating Language Conditioning in Large Language Models for Psycholinguistic Tasks ↗Shuzhou Yuan, Zhan Qu, Mario Tawfelis et al.
  52. From Noise to Clarity: Filtering Real and LLM-Generated Samples for Enhanced Intent Detection ↗Junbao Huang, Weizhen Li, Peijie Huang et al.
  53. From Observation to Understanding: Front-Door Adjustments with Uncertainty Calibration for Enhancing Egocentric Reasoning in LVLMs ↗Shenshen Li, Wenxin Meng, Lei Wang et al.
  54. From Perception to Reasoning: Enhancing Vision-Language Models for Mobile UI Understanding ↗Settaluri Lakshmi Sravanthi, Ankit Mishra, Debjyoti Mondal et al.
  55. From Remembering to Metacognition: Do Existing Benchmarks Accurately Evaluate LLMs? ↗Geng Zhang, Yizhou Ying, Sihang Jiang et al.
  56. From Text to Emoji: How PEFT-Driven Personality Manipulation Unleashes the Emoji Potential in LLMs ↗Navya Jain, Zekun Wu, Cristian Enrique Munoz Villalobos et al.
  57. From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval ↗Dohyeon Lee, Yeonseok Jeong, Seung-won Hwang
  58. Fuzzy Reasoning Chain (FRC): An Innovative Reasoning Framework from Fuzziness to Clarity ↗Ping Chen, Xiang Liu, Zhaoxiang Liu et al.
  59. GAMIC: Graph-Aligned Molecular In-context Learning for Molecule Analysis via LLMs ↗Ali Al Lawati, Jason S Lucas, Zhiwei Zhang et al.
  60. GASE: Generatively Augmented Sentence Encoding ↗Manuel Frank, Haithem Afli
  61. GAttention: Gated Attention for the Detection of Abusive Language ↗Horacio Jarquín Vásquez, Hugo Jair Escalante, Manuel Montes et al.
  62. GDLLM: A Global Distance-aware Modeling Approach Based on Large Language Models for Event Temporal Relation Extraction ↗Jie Zhao, Wanting Ning, Yuxiao Fei et al.
  63. GOLFer: Smaller LMs-Generated Documents Hallucination Filter & Combiner for Query Expansion in Information Retrieval ↗Lingyuan Liu, Mengxiang Zhang
  64. GOODLIAR: A Reinforcement Learning-Based Deceptive Agent for Disrupting LLM Beliefs on Foundational Principles ↗Soo Kyung Kim, Hyunsoo Cho
  65. GRAD: Generative Retrieval-Aligned Demonstration Sampler for Efficient Few-Shot Reasoning ↗Oussama Gabouj, Kamel Charaf, Ivan Zakazov et al.
  66. GTA: Supervised-Guided Reinforcement Learning for Text Classification with Large Language Models ↗Min Zeng, Jingfei Sun, Xueyou Luo et al.
  67. GUARD: Glocal Uncertainty-Aware Robust Decoding for Effective and Efficient Open-Ended Text Generation ↗Yuanhao Ding, Esteban Garces Arias, Meimingwei Li et al.
  68. GUIDEX: Guided Synthetic Data Generation for Zero-Shot Information Extraction ↗Neil De La Fuente, Oscar Sainz, Iker García-Ferrero et al.
  69. GeAR: Generation Augmented Retrieval ↗Haoyu Liu, Shaohan Huang, Jianfeng Liu et al.
  70. GeNRe: A French Gender-Neutral Rewriting System Using Collective Nouns ↗Enzo Doyen, Amalia Todirascu
  71. GenPoE: Generative Passage-level Mixture of Experts for Knowledge Enhancement of LLMs ↗Xuebing Liu, Shanbao Qiao, Seung-Hoon Na
  72. GenTool: Enhancing Tool Generalization in Language Models through Zero-to-One and Weak-to-Strong Simulation ↗Jie He, Jennifer Neville, Mengting Wan et al.
  73. Generalizable Cross-Lingual Cognitive Distortion Detection with Standardized Annotations and Multi-Task Learning ↗Hongzhi Qi, Nan Bai, Jianqiang Li et al.
  74. Generate, Discriminate, Evolve: Enhancing Context Faithfulness via Fine-Grained Sentence-Level Self-Evolution ↗Kun Li, Tianhua Zhang, Yunxiang Li et al.
  75. Generating Questions Under Discussion with Reinforcement Learning using Ranking and Scoring for Reward and Evaluation ↗Kelvin Han, Claire Gardent
  76. Generating Questions, Answers, and Distractors for Videos: Exploring Semantic Uncertainty of Object Motions ↗Wenjian Ding, Yao Zhang, Jun Wang et al.
  77. Generation-Augmented Retrieval: Rethinking the Role of Large Language Models in Zero-Shot Relation Extraction ↗Zehan Li, Fu Zhang, Tianyue Peng et al.
  78. Generative Error Correction for Emotion-aware Speech-to-text Translation ↗Zhengdong Yang, Sheng Li, Chenhui Chu
  79. GeoSAFE - A Novel Geospatial Artificial Intelligence Safety Assurance Framework and Evaluation for LLM Moderation ↗Nihar Sanda, Rajat Shinde, Sumit Nawathe et al.
  80. GlyphPattern: An Abstract Pattern Recognition for Vision-Language Models ↗Zixuan Wu, Yoolim Kim, Carolyn Jane Anderson
  81. Going Beyond Your Expectations in Latency Metrics for Simultaneous Speech Translation ↗Jorge Iranzo-Sánchez, Javier Iranzo-Sánchez, Adrià Giménez et al.
  82. Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning ↗Yuxia Geng, Runkai Zhu, Jiaoyan Chen et al.
  83. GraphCheck: Multipath Fact-Checking with Entity-Relationship Graphs ↗Hyewon Jeon, Jay-Yoon Lee
  84. Group then Scale: Dynamic Mixture-of-Experts Multilingual Language Model ↗Chong Li, Yingzhuo Deng, Jiajun Zhang et al.
  85. Guaranteed Guess: A Language Modeling Approach for CISC-to-RISC Transpilation with Testing Guarantees ↗Ahmed Heakl, Sarim Hashmi, Chaimaa Abi et al.
  86. Guess What I am Thinking: A Benchmark for Inner Thought Reasoning of Role-Playing Language Agents ↗Rui Xu, Mingyu Wang, Xintao Wang et al.
  87. GuiLoMo: Allocating Experts and Ranks for LoRA-MoE via Bilevel Optimization with GuidedSelection Vectors ↗Xinrong Chen, Hengyuan Zhang, Yingmin Qiu et al.
  88. GuideQ: Framework for Guided Questioning for progressive informational collection and classification ↗Priya Mishra, Suraj Racha, Kaustubh Ponkshe et al.
  89. Guideline Compliance in Task-Oriented Dialogue: The Chained Prior Approach ↗Xiangyu Wen, Jianyuan Zhong, Zhijian Xu et al.
  90. HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation ↗Jinyu Guo, Xunlei Chen, Qiyang Xia et al.
  91. HAWK: Highlighting Entity-aware Knowledge for Alleviating Information Sparsity in Long Contexts ↗Seonmin Koo, Jinsung Kim, Chanjun Park et al.
  92. HEAL: A Hypothesis-Based Preference-Aware Analysis Framework ↗Yifu Huo, Chenglong Wang, Qiren Zhu et al.
  93. HEAL: Hybrid Enhancement with LLM-based Agents for Text-attributed Hypergraph Self-supervised Representation Learning ↗Ruochang Li, Xiao Luo, Zhiping Xiao et al.
  94. HG-InsightLog: Context Prioritization and Reduction for Question Answering with Non-Natural Language Construct Log Data ↗Supriya Bajpai, Athira Gopal, Chandrakant Harjpal et al.
  95. HGAdapter: Hypergraph-based Adapters in Language Models for Code Summarization and Clone Detection ↗Guang Yang, Yujie Zhu
  96. HICD: Hallucination-Inducing via Attention Dispersion for Contrastive Decoding to Mitigate Hallucinations in Large Language Models ↗Xinyan Jiang, Hang Ye, Yongxin Zhu et al.
  97. HMCL: Task-Optimal Text Representation Adaptation through Hierarchical Contrastive Learning ↗Zhenyi Wang, Yapeng Jia, Haiyan Ning et al.
  98. HapticCap: A Multimodal Dataset and Task for Understanding User Experience of Vibration Haptic Signals ↗Guimin Hu, Daniel Hershcovich, Hasti Seifi
  99. Hard Emotion Test Evaluation Sets for Language Models ↗Tiberiu Sosea, Cornelia Caragea
  100. Harmonious Minds: Benchmarking Intertwined Reasoning of Human Personality and Musical Preference ↗Sayantan Pal, Souvik Das, Rohini Srihari

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