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

3,414 papers · page 10 of 35 · the most cited first · ← Findings of the Association for Computational Linguistics 2025

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  1. CoAT: Chain-of-Associated-Thoughts Framework for Enhancing Large Language Models Reasoning ↗Jianfeng Pan, Senyou Deng, Shaomang Huang2 citations
  2. CoT-UQ: Improving Response-wise Uncertainty Quantification in LLMs with Chain-of-Thought ↗Boxuan Zhang, Ruqi Zhang2 citations
  3. CoT-VTM: Visual-to-Music Generation with Chain-of-Thought Reasoning ↗Xikang Guan, Zheng Gu, Jing Huo et al.2 citations
  4. Context-DPO: Aligning Language Models for Context-Faithfulness ↗Baolong Bi, Shaohan Huang, Yiwei Wang et al.2 citations
  5. Continual Quantization-Aware Pre-Training: When to transition from 16-bit to 1.58-bit pre-training for BitNet language models? ↗Jacob Nielsen, Peter Schneider-Kamp, Lukas Galke2 citations
  6. Controlled Retrieval-augmented Context Evaluation for Long-form RAG ↗Jia-Huei Ju, Suzan Verberne, Maarten de Rijke et al.2 citations
  7. Crafting Customisable Characters with LLMs: A Persona-Driven Role-Playing Agent Framework ↗Bohao Yang, Dong Liu, Chenghao Xiao et al.2 citations
  8. CtrlA: Adaptive Retrieval-Augmented Generation via Inherent Control ↗Liu Huanshuo, Hao Zhang, Zhijiang Guo et al.2 citations
  9. CulturalFrames: Assessing Cultural Expectation Alignment in Text-to-Image Models and Evaluation Metrics ↗Shravan Nayak, Mehar Bhatia, Xiaofeng Zhang et al.2 citations
  10. Curse of Knowledge: Your Guidance and Provided Knowledge are biasing LLM Judges in Complex Evaluation ↗Weiyuan Li, Xintao Wang, Siyu Yuan et al.2 citations
  11. DAST: Context-Aware Compression in LLMs via Dynamic Allocation of Soft Tokens ↗Shaoshen Chen, Yangning Li, Zishan Xu et al.2 citations
  12. DB-Explore: Automated Database Exploration and Instruction Synthesis for Text-to-SQL ↗Haoyuan Ma, Yongliang Shen, Hengwei Liu et al.2 citations
  13. DELMAN: Dynamic Defense Against Large Language Model Jailbreaking with Model Editing ↗Yi Wang, Fenghua Weng, Sibei Yang et al.2 citations
  14. DI-BENCH: Benchmarking Large Language Models on Dependency Inference with Testable Repositories at Scale ↗Linghao Zhang, Junhao Wang, Shilin He et al.2 citations
  15. DLPO: Towards a Robust, Efficient, and Generalizable Prompt Optimization Framework from a Deep-Learning Perspective ↗Dengyun Peng, Yuhang Zhou, Qiguang Chen et al.2 citations
  16. DLTKG: Denoising Logic-based Temporal Knowledge Graph Reasoning ↗Xiaoke Wang, Fu Zhang, Jingwei Cheng et al.2 citations
  17. DP-GTR: Differentially Private Prompt Protection via Group Text Rewriting ↗Mingchen Li, Heng Fan, Song Fu et al.2 citations
  18. DS-MHP: Improving Chain-of-Thought through Dynamic Subgraph-Guided Multi-Hop Path ↗Yongqiang Liu, Qiyao Peng, Binrong Liu et al.2 citations
  19. Data Augmentation for Low-resource Neural Machine Translation: A Systematic Analysis ↗Zhiqiang Shi2 citations
  20. DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations ↗Aryo Pradipta Gema, Chen Jin, Ahmed Abdulaal et al.2 citations
  21. Debate, Reflect, and Distill: Multi-Agent Feedback with Tree-Structured Preference Optimization for Efficient Language Model Enhancement ↗Xiaofeng Zhou, Heyan Huang, Lizi Liao2 citations
  22. Decoding LLM Personality Measurement: Forced-Choice vs. Likert ↗Xiaoyu Li, Haoran Shi, Zengyi Yu et al.2 citations
  23. Decoding Uncertainty: The Impact of Decoding Strategies for Uncertainty Estimation in Large Language Models ↗Wataru Hashimoto, Hidetaka Kamigaito, Taro Watanabe2 citations
  24. Decoding in Latent Spaces for Efficient Inference in LLM-based Recommendation ↗Chengbing Wang, Yang Zhang, Zhicheng Wang et al.2 citations
  25. DecompileBench: A Comprehensive Benchmark for Evaluating Decompilers in Real-World Scenarios ↗Zeyu Gao, Yuxin Cui, Hao Wang et al.2 citations
  26. Decomposed Opinion Summarization with Verified Aspect-Aware Modules ↗Miao Li, Jey Han Lau, Eduard Hovy et al.2 citations
  27. Decoupling Reasoning and Knowledge Injection for In-Context Knowledge Editing ↗Changyue Wang, Weihang Su, Qingyao Ai et al.2 citations
  28. DeepNote: Note-Centric Deep Retrieval-Augmented Generation ↗Ruobing Wang, Qingfei Zhao, Yukun Yan et al.2 citations
  29. DeepRTL2: A Versatile Model for RTL-Related Tasks ↗Yi Liu, Hongji Zhang, Yunhao Zhou et al.2 citations
  30. Dependency Parsing-Based Syntactic Enhancement of Relation Extraction in Scientific Texts ↗Devvrat Joshi, Islem Rekik2 citations
  31. DiSCo: Device-Server Collaborative LLM-based Text Streaming Services ↗Ting Sun, Penghan Wang, Fan Lai2 citations
  32. DiVISe: Direct Visual-Input Speech Synthesis Preserving Speaker Characteristics And Intelligibility ↗Yifan Liu, Yu Fang, Zhouhan Lin2 citations
  33. Dialectal Toxicity Detection: Evaluating LLM-as-a-Judge Consistency Across Language Varieties ↗Fahim Faisal, Md Mushfiqur Rahman, Antonios Anastasopoulos2 citations
  34. DiffSkip: Differential Layer Skipping in Large Language Models ↗Xuan Luo, Weizhi Wang, Xifeng Yan2 citations
  35. Disambiguate First, Parse Later: Generating Interpretations for Ambiguity Resolution in Semantic Parsing ↗Irina Saparina, Mirella Lapata2 citations
  36. Discovering Semantic Subdimensions through Disentangled Conceptual Representations ↗Yunhao Zhang, Shaonan Wang, Nan Lin et al.2 citations
  37. Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities ↗Wenyue Hua, Kaijie Zhu, Lingyao Li et al.2 citations
  38. Distance between Relevant Information Pieces Causes Bias in Long-Context LLMs ↗Runchu Tian, Yanghao Li, Yuepeng Fu et al.2 citations
  39. Distillation versus Contrastive Learning: How to Train Your Rerankers ↗Zhichao Xu, Zhiqi Huang, Shengyao Zhuang et al.2 citations
  40. Diversification Catalyzes Language Models' Instruction Generalization To Unseen Semantics ↗Dylan Zhang, Justin Wang, Francois Charton2 citations
  41. Do LLMs Know and Understand Domain Conceptual Knowledge? ↗Sijia Shen, Feiyan Jiang, Peiyan Wang et al.2 citations
  42. Do LLMs Understand Wine Descriptors Across Cultures? A Benchmark for Cultural Adaptations of Wine Reviews ↗Chenye Zou, Xingyue Wen, Tianyi Hu et al.2 citations
  43. Do Large Language Models Perform Latent Multi-Hop Reasoning without Exploiting Shortcuts? ↗Sohee Yang, Nora Kassner, Elena Gribovskaya et al.2 citations
  44. DocFusion: A Unified Framework for Document Parsing Tasks ↗Mingxu Chai, Ziyu Shen, Chong Zhang et al.2 citations
  45. Document-Level Relation Extraction with Global Relations and Entity Pair Reasoning ↗Fu Zhang, Yi Yan, Jingwei Cheng2 citations
  46. DongbaMIE: A Multimodal Information Extraction Dataset for Evaluating Semantic Understanding of Dongba Pictograms ↗Xiaojun Bi, Shuo Li, Junyao Xing et al.2 citations
  47. Dynamic Feature Fusion for Sign Language Translation Using HyperNetworks ↗Ruiquan Zhang, Rui Zhao, Zhicong Wu et al.2 citations
  48. Dynamic Strategy Planning for Efficient Question Answering with Large Language Models ↗Tanmay Parekh, Pradyot Prakash, Alexander Radovic et al.2 citations
  49. ELI-Why: Evaluating the Pedagogical Utility of Language Model Explanations ↗Brihi Joshi, Keyu He, Sahana Ramnath et al.2 citations
  50. EMO-RL: Emotion-Rule-Based Reinforcement Learning Enhanced Audio-Language Model for Generalized Speech Emotion Recognition ↗Pengcheng Li, Botao Zhao, Zuheng Kang et al.2 citations
  51. EcoSafeRAG: Efficient Security through Context Analysis in Retrieval-Augmented Generation ↗Ruobing Yao, Yifei Zhang, Shuang Song et al.2 citations
  52. Efficient Annotator Reliability Assessment and Sample Weighting for Knowledge-Based Misinformation Detection on Social Media ↗Owen Cook, Charlie Grimshaw, Ben Peng Wu et al.2 citations
  53. EgoSpeak: Learning When to Speak for Egocentric Conversational Agents in the Wild ↗Junhyeok Kim, Min Soo Kim, Jiwan Chung et al.2 citations
  54. Emo Pillars: Knowledge Distillation to Support Fine-Grained Context-Aware and Context-Less Emotion Classification ↗Alexander Shvets2 citations
  55. Enhancing Automatic Term Extraction with Large Language Models via Syntactic Retrieval ↗Yongchan Chun, Minhyuk Kim, Dongjun Kim et al.2 citations
  56. Enhancing Cross-Tokenizer Knowledge Distillation with Contextual Dynamical Mapping ↗Yijie Chen, Yijin Liu, Fandong Meng et al.2 citations
  57. Enhancing LLM Knowledge Learning through Generalization ↗Mingkang Zhu, Xi Chen, Zhongdao Wang et al.2 citations
  58. Enhancing Multimodal Unified Representations for Cross Modal Generalization ↗Hai Huang, Yan Xia, Shengpeng Ji et al.2 citations
  59. Enhancing Partially Relevant Video Retrieval with Robust Alignment Learning ↗Long Zhang, Peipei Song, Jianfeng Dong et al.2 citations
  60. Enhancing Speech-to-Speech Dialogue Modeling with End-to-End Retrieval-Augmented Generation ↗Pengchao Feng, Ziyang Ma, Wenxi Chen et al.2 citations
  61. Enhancing Tool Learning in Large Language Models with Hierarchical Error Checklists ↗Yue Cui, Liuyi Yao, Shuchang Tao et al.2 citations
  62. Evaluating Implicit Bias in Large Language Models by Attacking From a Psychometric Perspective ↗Yuchen Wen, Keping Bi, Wei Chen et al.2 citations
  63. Evaluating Instructively Generated Statement by Large Language Models for Directional Event Causality Identification ↗Wei Xiang, Chuanhong Zhan, Qing Zhang et al.2 citations
  64. Evaluation of Attribution Bias in Generator-Aware Retrieval-Augmented Large Language Models ↗Amin Abolghasemi, Leif Azzopardi, Seyyed Hadi Hashemi et al.2 citations
  65. Event Pattern-Instance Graph: A Multi-Round Role Representation Learning Strategy for Document-Level Event Argument Extraction ↗Qizhi Wan, Tao Liu, Changxuan Wan et al.2 citations
  66. Expectation Confirmation Preference Optimization for Multi-Turn Conversational Recommendation Agent ↗Xueyang Feng, Jingsen Zhang, Jiakai Tang et al.2 citations
  67. Explainable Hallucination through Natural Language Inference Mapping ↗Wei-Fan Chen, Zhixue Zhao, Akbar Karimi et al.2 citations
  68. Exploring Hyperbolic Hierarchical Structure for Multimodal Rumor Detection ↗Md Mahbubur Rahman, Shufeng Hao, Chongyang Shi et al.2 citations
  69. Exploring Knowledge Filtering for Retrieval-Augmented Discriminative Tasks ↗Minjie Qiang, Zhongqing Wang, Xiaoyi Bao et al.2 citations
  70. Exploring Supervised Approaches to the Detection of Anthropomorphic Language in the Reporting of NLP Venues ↗Matthew Shardlow, Ashley Williams, Charlie Roadhouse et al.2 citations
  71. FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only ↗He Zhu, Yifan Ding, Yicheng Tao et al.2 citations
  72. FC-Attack: Jailbreaking Multimodal Large Language Models via Auto-Generated Flowcharts ↗Ziyi Zhang, Zhen Sun, Zongmin Zhang et al.2 citations
  73. FG-PRM: Fine-grained Hallucination Detection and Mitigation in Language Model Mathematical Reasoning ↗Ruosen Li, Ziming Luo, Xinya Du2 citations
  74. FIHA: Automated Fine-grained Hallucinations Evaluations in Large Vision Language Models with Davidson Scene Graphs ↗Bowen Yan, Zhengsong Zhang, Liqiang Jing et al.2 citations
  75. FaStFact: Faster, Stronger Long-Form Factuality Evaluations in LLMs ↗Yingjia Wan, Haochen Tan, Xiao Zhu et al.2 citations
  76. FactLens: Benchmarking Fine-Grained Fact Verification ↗Kushan Mitra, Dan Zhang, Sajjadur Rahman et al.2 citations
  77. FactReasoner: A Probabilistic Approach to Long-Form Factuality Assessment for Large Language Models ↗Radu Marinescu, Debarun Bhattacharjya, Junkyu Lee et al.2 citations
  78. FedDQC: Data Quality Control in Federated Instruction-tuning of Large Language Models ↗Yaxin Du, Rui Ye, Fengting Yuchi et al.2 citations
  79. Feel the Difference? A Comparative Analysis of Emotional Arcs in Real and LLM-Generated CBT Sessions ↗Xiaoyi Wang, Jiwei Zhang, Guangtao Zhang et al.2 citations
  80. FigEx: Aligned Extraction of Scientific Figures and Captions ↗Jifeng Song, Arun Das, Ge Cui et al.2 citations
  81. Find the Intention of Instruction: Comprehensive Evaluation of Instruction Understanding for Large Language Models ↗Hyeonseok Moon, Jaehyung Seo, Seungyoon Lee et al.2 citations
  82. FineCite: A Novel Approach For Fine-Grained Citation Context Analysis ↗Lasse M. Jantsch, Dong-Jae Koh, Seonghwan Yoon et al.2 citations
  83. FlashBack: Efficient Retrieval-Augmented Language Modeling for Fast Inference ↗Runheng Liu, Xingchen Xiao, Heyan Huang et al.2 citations
  84. FlexQuant: A Flexible and Efficient Dynamic Precision Switching Framework for LLM Quantization ↗Fangxin Liu, Zongwu Wang, Jinhong Xia et al.2 citations
  85. From Generation to Detection: A Multimodal Multi-Task Dataset for Benchmarking Health Misinformation ↗Zhihao Zhang, Yiran Zhang, Xiyue Zhou et al.2 citations
  86. From Grounding to Manipulation: Case Studies of Foundation Model Integration in Embodied Robotic Systems ↗Xiuchao Sui, Daiying Tian, Qi Sun et al.2 citations
  87. From Tower to Spire: Adding the Speech Modality to a Translation-Specialist LLM ↗Kshitij Ambilduke, Ben Peters, Sonal Sannigrahi et al.2 citations
  88. G2S: A General-to-Specific Learning Framework for Temporal Knowledge Graph Forecasting with Large Language Models ↗Long Bai, Zixuan Li, Xiaolong Jin et al.2 citations
  89. GAIfE: Using GenAI to Improve Literacy in Low-resourced Settings ↗Allahsera Auguste Tapo, Nouhoum Coulibaly, Seydou Diallo et al.2 citations
  90. GEMS: Generation-Based Event Argument Extraction via Multi-perspective Prompts and Ontology Steering ↗Run Lin, Yao Liu, Yanglei Gan et al.2 citations
  91. GLiM: Integrating Graph Transformer and LLM for Document-Level Biomedical Relation Extraction with Incomplete Labeling ↗Hao Fang, Yuejie Zhang, Rui Feng et al.2 citations
  92. GRIL: Knowledge Graph Retrieval-Integrated Learning with Large Language Models ↗Jialin Chen, Houyu Zhang, Seongjun Yun et al.2 citations
  93. GRV-KBQA: A Three-Stage Framework for Knowledge Base Question Answering with Decoupled Logical Structure, Semantic Grounding and Structure-Aware Validation ↗Yuhang Tian, Pan Yang, Dandan Song et al.2 citations
  94. GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence Embeddings ↗Raghuveer Thirukovalluru, Bhuwan Dhingra2 citations
  95. GenPilot: A Multi-Agent System for Test-Time Prompt Optimization in Image Generation ↗Wen Ye, Zhaocheng Liu, Gui Yuwei et al.2 citations
  96. Generative Music Models' Alignment with Professional and Amateur Users' Expectations ↗Zihao Wang, Jiaxing Yu, Haoxuan Liu et al.2 citations
  97. GeoChain: Multimodal Chain-of-Thought for Geographic Reasoning ↗Sahiti Yerramilli, Nilay Pande, Rynaa Grover et al.2 citations
  98. GeoDANO: Geometric VLM with Domain Agnostic Vision Encoder ↗Seunghyuk Cho, Zhenyue Qin, Yang Liu et al.2 citations
  99. GrEmLIn: A Repository of Green Baseline Embeddings for 87 Low-Resource Languages Injected with Multilingual Graph Knowledge ↗Daniil Gurgurov, Rishu Kumar, Simon Ostermann2 citations
  100. Grounding Task Assistance with Multimodal Cues from a Single Demonstration ↗Gabriel Herbert Sarch, Balasaravanan Thoravi Kumaravel, Sahithya Ravi et al.2 citations

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