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COLING 2025: all accepted papers

848 papers · page 2 of 9 · the most cited first · ← COLING 2025

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  1. Bilingual Evaluation of Language Models on General Knowledge in University Entrance Exams with Minimal Contamination ↗Eva Sánchez Salido, Roser Morante, Julio Gonzalo et al.
  2. BinarySelect to Improve Accessibility of Black-Box Attack Research ↗Shatarupa Ghosh, Jonathan Rusert
  3. Boosting Text-to-SQL through Multi-grained Error Identification ↗Bo Xu, Shufei Li, Hongyu Jing et al.
  4. Boosting the Capabilities of Compact Models in Low-Data Contexts with Large Language Models and Retrieval-Augmented Generation ↗Bhargav Shandilya, Alexis Palmer
  5. Breaking the Stage Barrier: A Novel Single-Stage Approach to Long Context Extension for Large Language Models ↗Haoran Lian, Junmin Chen, Wei Huang et al.
  6. Bridging Context Gaps: Enhancing Comprehension in Long-Form Social Conversations Through Contextualized Excerpts ↗Shrestha Mohanty, Sarah Xuan, Jacob Jobraeel et al.
  7. Bridging Modality Gap for Effective Multimodal Sentiment Analysis in Fashion-related Social Media ↗Zheyu Zhao, Zhongqing Wang, Shichen Li et al.
  8. Bridging the Language Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs ↗Somnath Kumar, Vaibhav Balloli, Mercy Ranjit et al.
  9. Building a Family of Data Augmentation Models for Low-cost LLM Fine-tuning on the Cloud ↗Yuanhao Yue, Chengyu Wang, Jun Huang et al. · Industry Track
  10. C3LRSO: A Chinese Corpus for Complex Logical Reasoning in Sentence Ordering ↗Xiaotao Guo, Jiang Li, Xiangdong Su et al.
  11. CACA: Context-Aware Cross-Attention Network for Extractive Aspect Sentiment Quad Prediction ↗Bingfeng Chen, Haoran Xu, Yongqi Luo et al.
  12. CASE: Large Scale Topic Exploitation for Decision Support Systems ↗Lorena Calvo Bartolomé, Jerónimo Arenas-García, David Pérez Fernández · System Demonstrations
  13. CAST: Cross-modal Alignment Similarity Test for Vision Language Models ↗Gautier Dagan, Olga Loginova, Anil Batra
  14. CDA\textasciicircum2: Counterfactual Diffusion Augmentation for Cross-Domain Adaptation in Low-Resource Sentiment Analysis ↗Dancheng Xin, Kaiqi Zhao, Jingyun Sun et al.
  15. CE-DA: Custom Embedding and Dynamic Aggregation for Zero-Shot Relation Extraction ↗Fu Zhang, He Liu, Zehan Li et al.
  16. CEHA: A Dataset of Conflict Events in the Horn of Africa ↗Rui Bai, Di Lu, Shihao Ran et al.
  17. CFSP: An Efficient Structured Pruning Framework for LLMs with Coarse-to-Fine Activation Information ↗Yuxin Wang, MingHua Ma, Zekun Wang et al.
  18. CMMaTH: A Chinese Multi-modal Math Skill Evaluation Benchmark for Foundation Models ↗Zhongzhi Li, Ming-Liang Zhang, Pei-Jie Wang et al.
  19. COF: Adaptive Chain of Feedback for Comparative Opinion Quintuple Extraction ↗Qingting Xu, Kaisong Song, Chaoqun Liu et al.
  20. CONTRANS: Weak-to-Strong Alignment Engineering via Concept Transplantation ↗Weilong Dong, Xinwei Wu, Renren Jin et al.
  21. CPsyExam: A Chinese Benchmark for Evaluating Psychology using Examinations ↗Jiahao Zhao, Jingwei Zhu, Minghuan Tan et al.
  22. CULTURALLY YOURS: A Reading Assistant for Cross-Cultural Content ↗Saurabh Kumar Pandey, Harshit Budhiraja, Sougata Saha et al. · System Demonstrations
  23. CUTE: A Multilingual Dataset for Enhancing Cross-Lingual Knowledge Transfer in Low-Resource Languages ↗Wenhao Zhuang, Yuan Sun
  24. CaDRL: Document-level Relation Extraction via Context-aware Differentiable Rule Learning ↗Kunli Zhang, Pengcheng Wu, Bohan Yu et al.
  25. Can LLMs Clarify? Investigation and Enhancement of Large Language Models on Argument Claim Optimization ↗Yiran Wang, Ben He, Xuanang Chen et al.
  26. Can LLMs Help Create Grammar?: Automating Grammar Creation for Endangered Languages with In-Context Learning ↗Piyapath T. Spencer, Nanthipat Kongborrirak
  27. Can Large Language Models Differentiate Harmful from Argumentative Essays? Steps Toward Ethical Essay Scoring ↗Hongjin Kim, Jeonghyun Kang, Harksoo Kim
  28. Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale? ↗Seyed Amin Tabatabaei, Sarah Fancher, Michael Parsons et al. · Industry Track
  29. Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits ↗Bohan Li, Jiannan Guan, Longxu Dou et al.
  30. Can Large Language Models perform Relation-based Argument Mining? ↗Deniz Gorur, Antonio Rago, Francesca Toni
  31. Can Many-Shot In-Context Learning Help LLMs as Evaluators? A Preliminary Empirical Study ↗Mingyang Song, Mao Zheng, Xuan Luo
  32. Can Model Uncertainty Function as a Proxy for Multiple-Choice Question Item Difficulty? ↗Leonidas Zotos, Hedderik van Rijn, Malvina Nissim
  33. Can We Afford The Perfect Prompt? Balancing Cost and Accuracy with the Economical Prompting Index ↗Tyler McDonald, Anthony Colosimo, Yifeng Li et al.
  34. CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding ↗Johannes Kirmayr, Lukas Stappen, Phillip Schneider et al. · Industry Track
  35. Case2Code: Scalable Synthetic Data for Code Generation ↗Yunfan Shao, Linyang Li, Yichuan Ma et al.
  36. CateEA: Enhancing Entity Alignment via Implicit Category Supervision ↗Guan Dong Feng, Tao Ren, Jun Hu et al.
  37. CausalScore: An Automatic Reference-Free Metric for Assessing Response Relevance in Open-Domain Dialogue Systems ↗Tao Feng, Lizhen Qu, Xiaoxi Kang et al.
  38. Chain-of-Discussion: A Multi-Model Framework for Complex Evidence-Based Question Answering ↗Mingxu Tao, Dongyan Zhao, Yansong Feng
  39. Chain-of-Specificity: Enhancing Task-Specific Constraint Adherence in Large Language Models ↗Kaiwen Wei, Jiang Zhong, Hongzhi Zhang et al.
  40. CharMoral: A Character Morality Dataset for Morally Dynamic Character Analysis in Long-Form Narratives ↗Suyoung Bae, Gunhee Cho, Boyang Li et al.
  41. ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild ↗Ahmed Masry, Megh Thakkar, Aayush Bajaj et al. · Industry Track
  42. Charting the Future: Using Chart Question-Answering for Scalable Evaluation of LLM-Driven Data Visualizations ↗James Ford, Xingmeng Zhao, Dan Schumacher et al.
  43. ChatCite: LLM Agent with Human Workflow Guidance for Comparative Literature Summary ↗Yutong Li, Lu Chen, Aiwei Liu et al.
  44. Chinese Automatic Readability Assessment Using Adaptive Pre-training and Linguistic Feature Fusion ↗Xusheng Yang, Jincai Yang, Xiao Li
  45. Citation Amnesia: On The Recency Bias of NLP and Other Academic Fields ↗Jan Philip Wahle, Terry Ruas, Mohamed Abdalla et al.
  46. Claim veracity assessment for explainable fake news detection ↗Bassamtiano Renaufalgi Irnawan, Sheng Xu, Noriko Tomuro et al.
  47. Clear Up Confusion: Iterative Differential Generation for Fine-grained Intent Detection with Contrastive Feedback ↗Feng Zhang, Wei Chen, Meng Gao et al.
  48. Close or Cloze? Assessing the Robustness of Large Language Models to Adversarial Perturbations via Word Recovery ↗Luke Moffett, Bhuwan Dhingra
  49. CmEAA: Cross-modal Enhancement and Alignment Adapter for Radiology Report Generation ↗Xiyang Huang, Yingjie Han, Yaoxu Li et al.
  50. CoMIF: Modeling of Complex Multiple Interaction Factors for Conversation Generation ↗Yuxuan Chen, Wei Wei, Shixuan Fan et al.
  51. CoPrUS: Consistency Preserving Utterance Synthesis towards more realistic benchmark dialogues ↗Sebastian Steindl, Ulrich Schäfer, Bernd Ludwig
  52. CoSTA: Code-Switched Speech Translation using Aligned Speech-Text Interleaving ↗Bhavani Shankar, Preethi Jyothi, Pushpak Bhattacharyya
  53. CodeJudge-Eval: Can Large Language Models be Good Judges in Code Understanding? ↗Yuwei Zhao, Ziyang Luo, Yuchen Tian et al.
  54. Cognate Detection for Historical Language Reconstruction of Proto-Sabean Languages: the Case of Ge'ez, Tigrinya, and AmharicElleni Sisay Temesgen, Hellina Hailu Nigatu, Fitsum Assamnew Andargieour summary
  55. Cognitive Biases, Task Complexity, and Result Interpretability in Large Language Models ↗Mario Mina, Valle Ruiz-Fernández, Júlia Falcão et al.
  56. ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information Retrieval ↗Antoine Louis, Vageesh Kumar Saxena, Gijs van Dijck et al.
  57. Collaborative Document Simplification Using Multi-Agent Systems ↗Dengzhao Fang, Jipeng Qiang, Xiaoye Ouyang et al.
  58. Comet: Dialog Context Fusion Mechanism for End-to-End Task-Oriented Dialog with Multi-task Learning ↗Haipeng Sun, Junwei Bao, Youzheng Wu et al.
  59. Commonsense Subgraph for Inductive Relation Reasoning with Meta-learning ↗Feng Zhao, Zhilu Zhang, Cheng Yan et al.
  60. CompUGE-Bench: Comparative Understanding and Generation Evaluation Benchmark for Comparative Question Answering ↗Ahmad Shallouf, Irina Nikishina, Chris Biemann · System Demonstrations
  61. Comparative Study of Multilingual Idioms and Similes in Large Language ModelsParia Khoshtab, Danial Namazifard, Mostafa Masoudi et al.our summary
  62. Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term Conversations ↗Nuo Chen, Hongguang Li, Jianhui Chang et al.
  63. Con-ReCall: Detecting Pre-training Data in LLMs via Contrastive Decoding ↗Cheng Wang, Yiwei Wang, Bryan Hooi et al.
  64. Conditional Semantic Textual Similarity via Conditional Contrastive Learning ↗Xinyue Liu, Zeyang Qin, Zeyu Wang et al.
  65. Confront Insider Threat: Precise Anomaly Detection in Behavior Logs Based on LLM Fine-Tuning ↗Shuang Song, Yifei Zhang, Neng Gao
  66. Consistency Rating of Semantic Transparency: an Evaluation Method for Metaphor Competence in Idiom Understanding Tasks ↗Hui Gao, Jing Zhang, Peng Zhang et al.
  67. Context Filtering with Reward Modeling in Question Answering ↗Sangryul Kim, James Thorne
  68. Context-Informed Machine Translation of Manga using Multimodal Large Language Models ↗Philip Lippmann, Konrad Skublicki, Joshua Tanner et al.
  69. Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI ↗Yuya Asano, Sabit Hassan, Paras Sharma et al. · Industry Track
  70. Contextual Augmentation for Entity Linking using Large Language Models ↗Daniel Vollmers, Hamada Zahera, Diego Moussallem et al.
  71. Continual Learning Using Only Large Language Model Prompting ↗Jiabao Qiu, Zixuan Ke, Bing Liu
  72. Controlling Out-of-Domain Gaps in LLMs for Genre Classification and Generated Text Detection ↗Dmitri Roussinov, Serge Sharoff, Nadezhda Puchnina
  73. Converging to a Lingua Franca: Evolution of Linguistic Regions and Semantics Alignment in Multilingual Large Language Models ↗Hongchuan Zeng, Senyu Han, Lu Chen et al.
  74. Counterfactual Debating with Preset Stances for Hallucination Elimination of LLMs ↗Yi Fang, Moxin Li, Wenjie Wang et al.
  75. Counting-Stars: A Multi-evidence, Position-aware, and Scalable Benchmark for Evaluating Long-Context Large Language Models ↗Mingyang Song, Mao Zheng, Xuan Luo
  76. Courtroom-LLM: A Legal-Inspired Multi-LLM Framework for Resolving Ambiguous Text Classifications ↗Sangkeun Jung, Jeesu Jung
  77. Cross Domain Classification of Education Talk Turns ↗Achyutarama R. Ganti, Steven R. Wilson, Geoffrey Louie Wing-Yue
  78. Cross-Dialect Information Retrieval: Information Access in Low-Resource and High-Variance Languages ↗Robert Litschko, Oliver Kraus, Verena Blaschke et al.
  79. Cross-Domain Fake News Detection based on Dual-Granularity Adversarial Training ↗Wenjie Wei, Yanyue Zhang, Jinyan Li et al.
  80. Cross-Lingual Knowledge Projection and Knowledge Enhancement for Zero-Shot Question Answering in Low-Resource Languages ↗Sello Ralethe, Jan Buys
  81. Cross-Lingual Sentence Compression for Length-Constrained Subtitles in Low-Resource Settings ↗Tollef Emil Jørgensen, Ole Jakob Mengshoel
  82. Cross-Refine: Improving Natural Language Explanation Generation by Learning in Tandem ↗Qianli Wang, Tatiana Anikina, Nils Feldhus et al.
  83. Cross-lingual Evaluation of Multilingual Text Generation ↗Shamil Chollampatt, Minh Quang Pham, Sathish Reddy Indurthi et al.
  84. Cross-lingual Social Misinformation Detector based on Hierarchical Mixture-of-Experts Adapter ↗Haofang Fan, Xiran Hu, Geng Zhao
  85. Cross-lingual Text Classification Transfer: The Case of Ukrainian ↗Daryna Dementieva, Valeriia Khylenko, Georg Groh
  86. CryptOpiQA: A new Opinion and Question Answering dataset on Cryptocurrency ↗Sougata Sarkar, Aditya Badwal, Amartya Roy et al.
  87. Cultural Alignment in Large Language Models: An Explanatory Analysis Based on Hofstede's Cultural DimensionsReem I. Masoud, Ziquan Liu, Martin Ferianc et al.our summary
  88. CycleOIE: A Low-Resource Training Framework For Open Information Extraction ↗Zhihong Jin, Chunhong Zhang, Zheng Hu et al.
  89. DAEA: Enhancing Entity Alignment in Real-World Knowledge Graphs Through Multi-Source Domain Adaptation ↗Linyan Yang, Shiqiao Zhou, Jingwei Cheng et al.
  90. DEGAP: Dual Event-Guided Adaptive Prefixes for Templated-Based Event Argument Extraction with Slot Querying ↗Guanghui Wang, Dexi Liu, Jian-Yun Nie et al.
  91. DORA: Dynamic Optimization Prompt for Continuous Reflection of LLM-based Agent ↗Kun Li, Tingzhang Zhao, Wei Zhou et al.
  92. DP-FROST: Differentially Private Fine-tuning of Pre-trained Models with Freezing Model Parameters ↗Daeyoung Hong, Woohwan Jung, Kyuseok Shim
  93. DROWN: Towards Tighter LiRPA-based Robustness Certification ↗Yunruo Zhang, Tianyu Du, Shouling Ji et al.
  94. DaCoM: Strategies to Construct Domain-specific Low-resource Language Machine Translation Dataset ↗Junghoon Kang, Keunjoo Tak, Joungsu Choi et al. · Industry Track
  95. Data Augmentation for Cross-domain Parsing via Lightweight LLM Generation and Tree Hybridization ↗Ziyan Zhang, Yang Hou, Chen Gong et al.
  96. Data Quality Enhancement on the Basis of Diversity with Large Language Models for Text Classification: Uncovered, Difficult, and Noisy ↗Min Zeng, Caiquan Liu, Shiqi Zhang et al.
  97. DeTriever: Decoder-representation-based Retriever for Improving NL2SQL In-Context Learning ↗Raymond Li, Yuxi Feng, Zhenan Fan et al.
  98. Debate-to-Write: A Persona-Driven Multi-Agent Framework for Diverse Argument Generation ↗Zhe Hu, Hou Pong Chan, Jing Li et al.
  99. Debiasing by obfuscating with 007-classifiers promotes fairness in multi-community settings ↗Ingroj Shrestha, Padmini Srinivasan
  100. Decoding Decoded: Understanding Hyperparameter Effects in Open-Ended Text Generation ↗Esteban Garces Arias, Meimingwei Li, Christian Heumann et al.

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