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COLING 2025: all accepted papers

848 papers · page 1 of 9 · the most cited first · ← COLING 2025

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  1. A Benchmark and Robustness Study of In-Context-Learning with Large Language Models in Music Entity DetectionSimon Hachmeier, Robert Jäschke
  2. A Benchmark of French ASR Systems Based on Error SeverityAntoine Tholly, Jane Wottawa, Mickael Rouvier et al.
  3. A Career Interview Dialogue System using Large Language Model-based Dynamic Slot GenerationEkai Hashimoto, Mikio Nakano, Takayoshi Sakurai et al.
  4. A Chain-of-Task Framework for Instruction Tuning of LLMs Based on Chinese Grammatical Error CorrectionXinpeng Liu, Bing Xu, Muyun Yang et al.
  5. A Collaborative Reasoning Framework Powered by Reinforcement Learning and Large Language Models for Complex Questions Answering over Knowledge GraphZhiqiang Zhang, Wen Zhao
  6. A Combinatorial Approach to Neural Emergent CommunicationZheyuan Zhang
  7. A Compliance Checking Framework Based on Retrieval Augmented GenerationJingyun Sun, Zhongze Luo, Yang Li
  8. A Compressive Memory-based Retrieval Approach for Event Argument ExtractionWanlong Liu, Enqi Zhang, Shaohuan Cheng et al.
  9. A Context-Aware Approach for Enhancing Data Imputation with Pre-trained Language ModelsAhatsham Hayat, Mohammad R. Hasan
  10. A Dataset for Expert Reviewer Recommendation with Large Language Models as Zero-shot RankersVanja M. Karan, Stephen McQuistin, Ryo Yanagida et al.
  11. A Dual Contrastive Learning Framework for Enhanced Multimodal Conversational Emotion RecognitionYunhe Xie, Chengjie Sun, Ziyi Cao et al.
  12. A Flash in the Pan: Better Prompting Strategies to Deploy Out-of-the-Box LLMs as Conversational Recommendation SystemsGustavo Adolpho Lucas de Carvalho, Simon Benigeri, Jennifer Healey et al.
  13. A Framework for Effective Invocation Methods of Various LLM ServicesCan Wang, Dianbo Sui, Bolin Zhang et al.
  14. A Graph Interaction Framework on Relevance for Multimodal Named Entity Recognition with Multiple ImagesJiachen Zhao, Shizhou Huang, Xin Lin
  15. A High-Quality Text-Rich Image Instruction Tuning Dataset via Hybrid Instruction GenerationShijie Zhou, Ruiyi Zhang, Yufan Zhou et al.
  16. A Knowledge Graph Reasoning-Based Model for Computerized Adaptive TestingXinyi Qiu, Zhiyun Chen
  17. A Novel Negative Sample Generation Method for Contrastive Learning in Hierarchical Text ClassificationJuncheng Zhou, Lijuan Zhang, Yachen He et al.
  18. A Probabilistic Toolkit for Multi-grained Word Segmentation in ChineseXi Ma, Yang Hou, Xuebin Wang et al. · System Demonstrations
  19. A Recipe For Building a Compliant Real Estate ChatbotNavid Madani, Anusha Bagalkotkar, Supriya Anand et al. · Industry Track
  20. A Review of Prominent Paradigms for LLM-Based Agents: Tool Use, Planning (Including RAG), and Feedback LearningXinzhe Li
  21. A Simple yet Efficient Prompt Compression Method for Text Classification Data Annotation Using LLMYiran Xie, Debin Xiao, Ping Wang et al. · Industry Track
  22. A Simple-Yet-Efficient Instruction Augmentation Method for Zero-Shot Sentiment ClassificationYang Zhao, Masayasu Muraoka, Issei Yoshida et al.
  23. A Survey of Code-switched Arabic NLP: Progress, Challenges, and Future DirectionsInjy Hamed, Caroline Sabty, Slim Abdennadher et al.
  24. A Survey of Generative Information ExtractionZikang Zhang, Wangjie You, Tianci Wu et al.
  25. A Testset for Context-Aware LLM Translation in Korean-to-English Discourse Level TranslationMinjae Lee, Youngbin Noh, Seung Jin Lee
  26. A Text Embedding Model with Contrastive Example Mining for Point-of-Interest GeocodingHibiki Nakatani, Hiroki Teranishi, Shohei Higashiyama et al.
  27. ACE-$M^3$: Automatic Capability Evaluator for Multimodal Medical ModelsXiechi Zhang, Shunfan Zheng, Linlin Wang et al.
  28. ACL-rlg: A Dataset for Reading List GenerationJulien Aubert-Béduchaud, Florian Boudin, Béatrice Daille et al.
  29. ADAPTIVE IE: Investigating the Complementarity of Human-AI Collaboration to Adaptively Extract Information on-the-flyIshani Mondal, Michelle Yuan, Anandhavelu N et al.
  30. AGCL: Aspect Graph Construction and Learning for Aspect-level Sentiment ClassificationZhongquan Jian, Daihang Wu, Shaopan Wang et al.
  31. AHVE-CNER: Aligned Hanzi Visual Encoding Enhance Chinese Named Entity Recognition with Multi-InformationXuhui Zheng, Zhiyuan Min, Bin Shi et al.
  32. AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction SimulatorZhihao Fan, Lai Wei, Jialong Tang et al.
  33. AI-Press: A Multi-Agent News Generating and Feedback Simulation System Powered by Large Language ModelsXiawei Liu, Shiyue Yang, Xinnong Zhang et al. · System Demonstrations
  34. AIDER: a Robust and Topic-Independent Framework for Detecting AI-Generated TextJiayi Gui, Baitong Cui, Xiaolian Guo et al.
  35. AIGT: AI Generative Table Based on PromptMingming Zhang, Zhiqing Xiao, Guoshan Lu et al.
  36. ALIS: Aligned LLM Instruction Security Strategy for Unsafe Input PromptXinhao Song, Sufeng Duan, Gongshen Liu
  37. ALYMPICS: LLM Agents Meet Game TheoryShaoguang Mao, Yuzhe Cai, Yan Xia et al.
  38. AMAN: Agent for Mentoring and Assisting Newbies in MMORPGJeehyun Lee, Seung-Moo Yang, Won Ik Cho · Industry Track
  39. Acquired TASTE: Multimodal Stance Detection with Textual and Structural EmbeddingsGuy Barel, Oren Tsur, Dan Vilenchikour summary
  40. Acquiring Bidirectionality via Large and Small Language ModelsTakumi Goto, Hiroyoshi Nagao, Yuta Koreeda
  41. AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval AlignmentYilong Lai, Jialong Wu, Congzhi Zhang et al.
  42. Adapters Selector: Cross-domains and Multi-tasks LoRA Modules Integration Usage MethodYimin Tian, Bolin Zhang, Zhiying Tu et al.
  43. Addressing the Training-Inference Discrepancy in Discrete Diffusion for Text GenerationMasaki Asada, Makoto Miwa
  44. AdminSet and AdminBERT: a Dataset and a Pre-trained Language Model to Explore the Unstructured Maze of French Administrative DocumentsThomas Sebbag, Solen Quiniou, Nicolas Stucky et al.
  45. AgriCLIP: Adapting CLIP for Agriculture and Livestock via Domain-Specialized Cross-Model AlignmentUmair Nawaz, Awais Muhammad, Hanan Gani et al.
  46. Aligning Complex Knowledge Graph Question Answering as Knowledge-Aware Constrained Code GenerationPrerna Agarwal, Nishant Kumar, Srikanta Bedathur
  47. Aligning LLMs with Individual Preferences via InteractionShujin Wu, Yi R. Fung, Cheng Qian et al.
  48. Aligning Large Language Models with Human Opinions through Persona Selection and Value–Belief–Norm ReasoningDo Xuan Long, Kenji Kawaguchi, Min-Yen Kan et al.
  49. Aligning Retrieval with Reader Needs: Reader-Centered Passage Selection for Open-Domain Question AnsweringChunlei Xin, Shuheng Zhou, Xuanang Chen et al.
  50. Alternate Preference Optimization for Unlearning Factual Knowledge in Large Language ModelsAnmol Mekala, Vineeth Dorna, Shreya Dubey et al.
  51. Ambiguity-aware Multi-level Incongruity Fusion Network for Multi-Modal Sarcasm DetectionKuntao Li, Yifan Chen, Qiaofeng Wu et al.
  52. An Active Learning Framework for Inclusive Generation by Large Language ModelsSabit Hassan, Anthony B. Sicilia, Malihe Alikhani
  53. An Automatic Method to Estimate Correctness of RAGChi Zhang, Vivek V. Datla, Aditya Shrivastava et al. · Industry Track
  54. An Efficient Dialogue Policy Agent with Model-Based Causal Reinforcement LearningKai Xu, Zhenyu Wang, Yangyang Zhao et al.
  55. An Efficient Retrieval-Based Method for Tabular Prediction with LLMJie Wu, Mengshu Hou
  56. An LLM-based Framework for Biomedical Terminology Normalization in Social Media via Multi-Agent CollaborationYongqi Fan, Kui Xue, Zelin Li et al.
  57. Analysing Zero-Shot Readability-Controlled Sentence SimplificationAbdullah Barayan, Jose Camacho-Collados, Fernando Alva-Manchego
  58. Analyzing Continuous Semantic Shifts with Diachronic Word Similarity MatricesHajime Kiyama, Taichi Aida, Mamoru Komachi et al.
  59. Analyzing Offensive Language Dataset Insights from Training Dynamics and Human Agreement LevelDo-Kyung Kim, Hyeseon Ahn, Youngwook Kim et al.
  60. Analyzing the Attention Heads for Pronoun Disambiguation in Context-aware Machine Translation ModelsPaweł Mąka, Yusuf Can Semerci, Jan Scholtes et al.
  61. Annotating the French Wiktionary with supersenses for large scale lexical analysis: a use case to assess form-meaning relationships within the nominal lexiconNicolas Angleraud, Lucie Barque, Marie Candito
  62. AraDiCE: Benchmarks for Dialectal and Cultural Capabilities in LLMsBasel Mousi, Nadir Durrani, Fatema Ahmad et al.our summary
  63. AraTrust: An Evaluation of Trustworthiness for LLMs in ArabicEmad A. Alghamdi, Reem I. Masoud, Deema Alnuhait et al.
  64. Are Your Keywords Like My Queries? A Corpus-Wide Evaluation of Keyword Extractors with Real SearchesMartina Galletti, Giulio Prevedello, Emanuele Brugnoli et al.
  65. Argument Mining with Fine-Tuned Large Language ModelsJérémie Cabessa, Hugo Hernault, Umer Mushtaq
  66. Argumentation and Domain Discourse in Scholarly Articles on the Theory of International RelationsMagdalena Wolska, Sassan Gholiagha, Mitja Sienknecht et al.
  67. Aspect-Based Sentiment Analysis with Syntax-Opinion-Sentiment Reasoning ChainRui Fan, Shu Li, Tingting He et al.
  68. Assessing the Human Likeness of AI-Generated CounterspeechXiaoying Song, Sujana Mamidisetty, Eduardo Blanco et al.
  69. AsymKV: Enabling 1-Bit Quantization of KV Cache with Layer-Wise Asymmetric Quantization ConfigurationsQian Tao, Wenyuan Yu, Jingren Zhou
  70. Attention-Seeker: Dynamic Self-Attention Scoring for Unsupervised Keyphrase ExtractionErwin Daniel Lopez Zapata, Cheng Tang, Atsushi Shimada
  71. Aurora-M: Open Source Continual Pre-training for Multilingual Language and CodeTaishi Nakamura, Mayank Mishra, Simone Tedeschi et al. · Industry Track
  72. AutoProteinEngine: A Large Language Model Driven Agent Framework for Multimodal AutoML in Protein EngineeringYungeng Liu, Zan Chen, Yuguang Wang et al. · Industry Track
  73. Automated Clinical Data Extraction with Knowledge Conditioned LLMsDiya Li, Asim Kadav, Aijing Gao et al. · Industry Track
  74. Automated Detection of Tropes In Short TextsAlessandra Flaccavento, Youri Peskine, Paolo Papotti et al.
  75. Automated Molecular Concept Generation and Labeling with Large Language ModelsZimin Zhang, Qianli Wu, Botao Xia et al.
  76. Automated Progressive Red TeamingBojian Jiang, Yi Jing, Tong Wu et al.
  77. Automatic Evaluation of Language Generation Technology Based on Structure AlignmentKatsuki Chousa, Tsutomu Hirao
  78. Automatic Extraction of Metaphoric Analogies from Literary Texts: Task Formulation, Dataset Construction, and EvaluationJoanne Boisson, Zara Siddique, Hsuvas Borkakoty et al.
  79. Automatic Mathematic In-Context Example Generation for LLM Using Multi-Modal ConsistencyJaeseong Lee, Wei Yang, Gopal Gupta et al.
  80. Automatic Multiple-Choice Question Generation and Evaluation Systems Based on LLM: A Study Case With University ResolutionsSérgio Silva Mucciaccia, Thiago Meireles Paixão, Filipe Wall Mutz et al.
  81. Autonomous Machine Learning-Based Peer Reviewer Selection SystemNurmukhammed Aitymbetov, Dimitrios Zorbas · System Demonstrations
  82. Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question AnsweringHuanxuan Liao, Shizhu He, Yao Xu et al.
  83. BANER: Boundary-Aware LLMs for Few-Shot Named Entity RecognitionQuanjiang Guo, Yihong Dong, Ling Tian et al.
  84. BERT-based Classical Arabic Poetry Authorship AttributionLama Alqurashi, Serge Sharoff, Janet Watson et al.
  85. BackMATH: Towards Backward Reasoning for Solving Math Problems Step by StepShaowei Zhang, Deyi Xiong · Industry Track
  86. BasqBBQ: A QA Benchmark for Assessing Social Biases in LLMs for Basque, a Low-Resource LanguageMuitze Zulaika, Xabier Saralegi
  87. BeefBot: Harnessing Advanced LLM and RAG Techniques for Providing Scientific and Technology Solutions to Beef ProducersZhihao Zhang, Carrie-Ann Wilson, Rachel Hay et al. · System Demonstrations
  88. Benchmark Creation for Aspect-Based Sentiment Analysis in Low-Resource Odia Language and Evaluation through Fine-Tuning of Multilingual ModelsLipika Dewangan, Zoyah Afsheen Sayeed, Chandresh Maurya
  89. Benchmark Self-Evolving: A Multi-Agent Framework for Dynamic LLM EvaluationSiyuan Wang, Zhuohan Long, Zhihao Fan et al.
  90. Best Practices for Distilling Large Language Models into BERT for Web Search RankingDezhi Ye, Junwei Hu, Jiabin Fan et al. · Industry Track
  91. Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity RecognitionYuming Yang, Wantong Zhao, Caishuang Huang et al.
  92. Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMsYu Xia, Rui Wang, Xu Liu et al.
  93. Beyond Dataset Creation: Critical View of Annotation Variation and Bias Probing of a Dataset for Online Radical Content DetectionArij Riabi, Virginie Mouilleron, Menel Mahamdi et al.
  94. Beyond Discrete Personas: Personality Modeling Through Journal Intensive ConversationsSayantan Pal, Souvik Das, Rohini K. Srihari
  95. Beyond Film Subtitles: Is YouTube the Best Approximation of Spoken Vocabulary?Adam Nohejl, Frederikus Hudi, Eunike Andriani Kardinata et al.
  96. Beyond Surprisal: A Dual Metric Framework for Lexical Skill Acquisition in LLMsNazanin Shafiabadi, Guillaume Wisniewski
  97. Beyond Visual Understanding Introducing PARROT-360V for Vision Language Model BenchmarkingHarsha Vardhan Khurdula, Basem Rizk, Indus Khaitan · Industry Track
  98. BiLD: Bi-directional Logits Difference Loss for Large Language Model DistillationMinchong Li, Feng Zhou, Xiaohui Song
  99. Bias Vector: Mitigating Biases in Language Models with Task Arithmetic ApproachDaiki Shirafuji, Makoto Takenaka, Shinya Taguchi
  100. Biases in Large Language Model-Elicited Text: A Case Study in Natural Language InferenceGrace Proebsting, Adam Poliak

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