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COLING 2025: all accepted papers

848 papers · page 6 of 9 · the most cited first · ← COLING 2025

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  1. Linear Recency Bias During Training Improves Transformers' Fit to Reading Times ↗Christian Clark, Byung-Doh Oh, William Schuler
  2. Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech ↗Jonathan Heitz, Gerold Schneider, Nicolas Langer
  3. Linguistic Minimal Pairs Elicit Linguistic Similarity in Large Language Models ↗Xinyu Zhou, Delong Chen, Samuel Cahyawijaya et al.
  4. LionGuard: A Contextualized Moderation Classifier to Tackle Localized Unsafe Content ↗Jessica Foo, Shaun Khoo · Industry Track
  5. LlmLink: Dual LLMs for Dynamic Entity Linking on Long Narratives with Collaborative Memorisation and Prompt Optimisation ↗Lixing Zhu, Jun Wang, Yulan He
  6. LoRA Soups: Merging LoRAs for Practical Skill Composition Tasks ↗Akshara Prabhakar, Yuanzhi Li, Karthik Narasimhan et al. · Industry Track
  7. LoRA-drop: Efficient LoRA Parameter Pruning based on Output Evaluation ↗Hongyun Zhou, Xiangyu Lu, Wang Xu et al.
  8. LogiGraph: Logical Reasoning with Contrastive Learning and Lightweight Graph Networks ↗Xiang Li, Chen Shi, Yong Xu et al.
  9. Loki: An Open-Source Tool for Fact Verification ↗Haonan Li, Xudong Han, Hao Wang et al. · System Demonstrations
  10. Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning ↗Xiaoye Qu, Jiashuo Sun, Wei Wei et al.
  11. Looking at the Unseen: Effective Sampling of Non-Related Propositions for Argument Mining ↗Ramon Ruiz-Dolz, Debela Gemechu, Zlata Kikteva et al.
  12. Looks can be Deceptive: Distinguishing Repetition Disfluency from Reduplication ↗Arif A. Ahmad, Khyathi Gayathri Mothika, Pushpak Bhattacharyya
  13. Low-Resource Fast Text Classification Based on Intra-Class and Inter-Class Distance Calculation ↗Yanxu Mao, Peipei Liu, Tiehan Cui et al.
  14. Low-Resource Language Expansion and Translation Capacity Enhancement for LLM: A Study on the Uyghur ↗Kaiwen Lu, Yating Yang, Fengyi Yang et al.
  15. Luna: A Lightweight Evaluation Model to Catch Language Model Hallucinations with High Accuracy and Low Cost ↗Masha Belyi, Robert Friel, Shuai Shao et al. · Industry Track
  16. LuxEmbedder: A Cross-Lingual Approach to Enhanced Luxembourgish Sentence Embeddings ↗Fred Philippy, Siwen Guo, Jacques Klein et al.
  17. MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQLBing Wang, Changyu Ren, Jian Yang et al.our summary
  18. MAGRET: Machine-generated Text Detection with Rewritten Texts ↗Yifei Huang, Jiuxin Cao, Hanyu Luo et al.
  19. MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity ↗Xiaqiang Tang, Qiang Gao, Jian Li et al.
  20. MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation ↗Dongjun Lee, Choongwon Park, Jaehyuk Kim et al.
  21. MDPO: Customized Direct Preference Optimization with a Metric-based Sampler for Question and Answer Generation ↗Yihang Wang, Bowen Tian, Yueyang Su et al.
  22. ME2-BERT: Are Events and Emotions what you need for Moral Foundation Prediction? ↗Lorenzo Zangari, Candida M. Greco, Davide Picca et al.
  23. MESAQA: A Dataset for Multi-Span Contextual and Evidence-Grounded Question Answering ↗Jui-I Wang, Hen-Hsen Huang, Hsin-Hsi Chen
  24. META-LORA: Memory-Efficient Sample Reweighting for Fine-Tuning Large Language Models ↗Weicheng Li, Lixin Zou, Min Tang et al.
  25. MIDLM: Multi-Intent Detection with Bidirectional Large Language Models ↗Shangjian Yin, Peijie Huang, Yuhong Xu
  26. MIGRATE: Cross-Lingual Adaptation of Domain-Specific LLMs through Code-Switching and Embedding Transfer ↗Seongtae Hong, Seungyoon Lee, Hyeonseok Moon et al.
  27. MIT-10M: A Large Scale Parallel Corpus of Multilingual Image Translation ↗Bo Li, Shaolin Zhu, Lijie Wen
  28. MLD-EA: Check and Complete Narrative Coherence by Introducing Emotions and Actions ↗Jinming Zhang, Yunfei Long
  29. MLLM-I2W: Harnessing Multimodal Large Language Model for Zero-Shot Composed Image Retrieval ↗Tong Bao, Che Liu, Derong Xu et al.
  30. MLaKE: Multilingual Knowledge Editing Benchmark for Large Language Models ↗Zihao Wei, Jingcheng Deng, Liang Pang et al.
  31. MMD-ERE: Multi-Agent Multi-Sided Debate for Event Relation Extraction ↗Yong Guan, Hao Peng, Lei Hou et al.
  32. MOPO: Multi-Objective Prompt Optimization for Affective Text Generation ↗Yarik Menchaca Resendiz, Roman Klinger
  33. MPID: A Modality-Preserving and Interaction-Driven Fusion Network for Multimodal Sentiment Analysis ↗Tianyi Li, Daming Liu
  34. MPPO: Multi Pair-wise Preference Optimization for LLMs with Arbitrary Negative Samples ↗Shuo Xie, Fangzhi Zhu, Jiahui Wang et al.
  35. MQA-KEAL: Multi-hop Question Answering under Knowledge Editing for Arabic Language ↗Muhammad Asif Ali, Nawal Daftardar, Mutayyba Waheed et al.
  36. MQM-APE: Toward High-Quality Error Annotation Predictors with Automatic Post-Editing in LLM Translation EvaluatorsQingyu Lu, Liang Ding, Kanjian Zhang et al.our summary
  37. MQM-Chat: Multidimensional Quality Metrics for Chat Translation ↗Yunmeng Li, Jun Suzuki, Makoto Morishita et al.
  38. MSG-LLM: A Multi-scale Interactive Framework for Graph-enhanced Large Language Models ↗Jiayu Ding, Zhangkai Zheng, Benshuo Lin et al.
  39. MURRE: Multi-Hop Table Retrieval with Removal for Open-Domain Text-to-SQL ↗Xuanliang Zhang, Dingzirui Wang, Longxu Dou et al.
  40. Making Large Language Models into World Models with Precondition and Effect Knowledge ↗Kaige Xie, Ian Yang, John Gunerli et al.
  41. Making Task-Oriented Dialogue Datasets More Natural by Synthetically Generating Indirect User Requests ↗Amogh Mannekote, Jinseok Nam, Ziming Li et al.
  42. ManiTweet: A New Benchmark for Identifying Manipulation of News on Social Media ↗Kung-Hsiang Huang, Hou Pong Chan, Kathleen McKeown et al.
  43. Match, Compare, or Select? An Investigation of Large Language Models for Entity Matching ↗Tianshu Wang, Xiaoyang Chen, Hongyu Lin et al.
  44. Measuring Contextual Informativeness in Child-Directed Text ↗Maria Valentini, Téa Wright, Ali Marashian et al.
  45. Measuring the Robustness of Reference-Free Dialogue Evaluation Systems ↗Justin Vasselli, Adam Nohejl, Taro Watanabe
  46. MedEx: Enhancing Medical Question-Answering with First-Order Logic based Reasoning and Knowledge Injection ↗Aizan Zafar, Kshitij Mishra, Asif Ekbal
  47. MiMoTable: A Multi-scale Spreadsheet Benchmark with Meta Operations for Table Reasoning ↗Zheng Li, Yang Du, Mao Zheng et al.
  48. Mining Word Boundaries from Speech-Text Parallel Data for Cross-domain Chinese Word Segmentation ↗Xuebin Wang, Lei Zhang, Zhenghua Li et al.
  49. Mitigating Language Confusion through Inference-time Intervention ↗Xie Yunfan, Lixin Zou, Dan Luo et al.
  50. Mitigating Out-of-Entity Errors in Named Entity Recognition: A Sentence-Level Strategy ↗Guochao Jiang, Ziqin Luo, Chengwei Hu et al.
  51. Mitigating Shortcut Learning via Smart Data Augmentation based on Large Language Model ↗Xinyi Sun, Hongye Tan, Yaxin Guo et al.
  52. Mitigating the Discrepancy Between Video and Text Temporal Sequences: A Time-Perception Enhanced Video Grounding method for LLM ↗Xuefen Li, Bo Wang, Ge Shi et al.
  53. Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation ↗Zijie Zhong, Hanwen Liu, Xiaoya Cui et al.
  54. MoKA:Parameter Efficiency Fine-Tuning via Mixture of Kronecker Product Adaption ↗Beiming Yu, Zhenfei Yang, Xiushuang Yi
  55. MoSLD: An Extremely Parameter-Efficient Mixture-of-Shared LoRAs for Multi-Task Learning ↗Lulu Zhao, Weihao Zeng, Shi Xiaofeng et al.
  56. ModaFact: Multi-paradigm Evaluation for Joint Event Modality and Factuality Detection ↗Marco Rovera, Serena Cristoforetti, Sara Tonelli
  57. Modal Feature Optimization Network with Prompt for Multimodal Sentiment Analysis ↗Xiangmin Zhang, Wei Wei, Shihao Zou
  58. Momentum Posterior Regularization for Multi-hop Dense Retrieval ↗Zehua Xia, Yuyang Wu, Yiyun Xia et al.
  59. Montague semantics and modifier consistency measurement in neural language models ↗Danilo S. Carvalho, Edoardo Manino, Julia Rozanova et al.
  60. Monte Carlo Tree Search Based Prompt Autogeneration for Jailbreak Attacks against LLMs ↗Suhuang Wu, Huimin Wang, Yutian Zhao et al.
  61. MuKA: Multimodal Knowledge Augmented Visual Information-Seeking ↗Lianghao Deng, Yuchong Sun, Shizhe Chen et al.
  62. MuPe Life Stories Dataset: Spontaneous Speech in Brazilian Portuguese with a Case Study Evaluation on ASR Bias against Speakers Groups and Topic Modeling ↗Sidney Evaldo Leal, Arnaldo Candido Junior, Ricardo Marcacini et al.
  63. MuRAR: A Simple and Effective Multimodal Retrieval and Answer Refinement Framework for Multimodal Question Answering ↗Zhengyuan Zhu, Daniel Lee, Hong Zhang et al. · System Demonstrations
  64. Multi-Graph Co-Training for Capturing User Intent in Session-based Recommendation ↗Zhe Yang, Tiantian Liang
  65. Multi-Layered Evaluation Using a Fusion of Metrics and LLMs as Judges in Open-Domain Question Answering ↗Rashin Rahnamoun, Mehrnoush Shamsfard
  66. Multi-Modal Entities Matter: Benchmarking Multi-Modal Entity Alignment ↗GuanChen Xiao, WeiXin Zeng, ShiQi Zhang et al.
  67. Multi-Modal Multi-Granularity Tokenizer for Chu Bamboo Slips ↗Yingfa Chen, Chenlong Hu, Cong Feng et al.
  68. Multi-View Incongruity Learning for Multimodal Sarcasm Detection ↗Diandian Guo, Cong Cao, Fangfang Yuan et al.
  69. Multi-perspective Preference Alignment of LLMs for Programming-Community Question Answering ↗Hongyu Yang, Jiahui Hou, Liyang He et al.
  70. Multilingual Continual Learning using Attention Distillation ↗Sanjay Agrawal, Deep Nayak, Vivek Varadarajan Sembium · Industry Track
  71. Multilingual Knowledge Editing with Language-Agnostic Factual Neurons ↗Xue Zhang, Yunlong Liang, Fandong Meng et al.
  72. Multilingual Supervision Improves Semantic Disambiguation of Adpositions ↗Wesley Scivetti, Lauren Levine, Nathan Schneider
  73. Multilingual and Explainable Text Detoxification with Parallel CorporaDaryna Dementieva, Nikolay Babakov, Amit Ronen et al.our summary
  74. Multimodal Aspect-Based Sentiment Analysis under Conditional Relation ↗Xinjing Liu, Ruifan Li, Shuqin Ye et al.
  75. Multimodal Extraction and Recognition of Arabic Implicit Discourse Relations ↗Ahmed Ruby, Christian Hardmeier, Sara Stymne
  76. Multimodal Fact-Checking with Vision Language Models: A Probing Classifier based Solution with Embedding Strategies ↗Recep Firat Cekinel, Pinar Karagoz, Çağrı Çöltekin
  77. Multitask-Bench: Unveiling and Mitigating Safety Gaps in LLMs Fine-tuning ↗Essa Jan, Nouar Aldahoul, Moiz Ali et al.
  78. NCRE: A Benchmark for Document-level Nominal Compound Relation Extraction ↗Jincheng Cao, Bobo Li, Jiang Liu et al.
  79. NLP for preserving Torlak, a vulnerable low-resource Slavic language ↗Li Tang, Teodora Vuković
  80. NYT-Connections: A Deceptively Simple Text Classification Task that Stumps System-1 Thinkers ↗Angel Yahir Loredo Lopez, Tyler McDonald, Ali Emami
  81. NesTools: A Dataset for Evaluating Nested Tool Learning Abilities of Large Language Models ↗Han Han, Tong Zhu, Xiang Zhang et al.
  82. Neural Document Segmentation Using Weighted Sliding Windows with Transformer Encoders ↗Saeed Abbasi, Aijun An, Heidar Davoudi et al. · Industry Track
  83. No Size Fits All: The Perils and Pitfalls of Leveraging LLMs Vary with Company Size ↗Ashok Urlana, Charaka Vinayak Kumar, Bala Mallikarjunarao Garlapati et al. · Industry Track
  84. No Train but Gain: Language Arithmetic for training-free Language Adapters enhancement ↗Mateusz Klimaszewski, Piotr Andruszkiewicz, Alexandra Birch
  85. Noise-powered Multi-modal Knowledge Graph Representation Framework ↗Zhuo Chen, Yin Fang, Yichi Zhang et al.
  86. Non-Emotion-Centric Empathetic Dialogue Generation ↗Yuanxiang Huangfu, Peifeng Li, Yaxin Fan et al.
  87. Norm of Mean Contextualized Embeddings Determines their Variance ↗Hiroaki Yamagiwa, Hidetoshi Shimodaira
  88. Not Every Metric is Equal: Cognitive Models for Predicting N400 and P600 Components During Reading Comprehension ↗Lavinia Salicchi, Yu-Yin Hsu
  89. NovAScore: A New Automated Metric for Evaluating Document Level Novelty ↗Lin Ai, Ziwei Gong, Harshsaiprasad Deshpande et al.
  90. NyayaAnumana and INLegalLlama: The Largest Indian Legal Judgment Prediction Dataset and Specialized Language Model for Enhanced Decision Analysis ↗Shubham Kumar Nigam, Deepak Patnaik Balaramamahanthi, Shivam Mishra et al.
  91. NüshuRescue: Reviving the Endangered Nüshu Language with AI ↗Ivory Yang, Weicheng Ma, Soroush Vosoughi
  92. OKG: On-the-Fly Keyword Generation in Sponsored Search Advertising ↗Zhao Wang, Briti Gangopadhyay, Mengjie Zhao et al. · Industry Track
  93. OVEL: Online Video Entity Linking ↗Haiquan Zhao, Xuwu Wang, Shisong Chen et al.
  94. Oddballness: universal anomaly detection with language models ↗Filip Gralinski, Ryszard Staruch, Krzysztof Jurkiewicz
  95. On Evaluating LLMs' Capabilities as Functional Approximators: A Bayesian Evaluation Framework ↗Shoaib Ahmed Siddiqui, Yanzhi Chen, Juyeon Heo et al.
  96. On Evaluation Protocols for Data Augmentation in a Limited Data Scenario ↗Frédéric Piedboeuf, Philippe Langlais
  97. On Weaponization-Resistant Large Language Models with Prospect Theoretic Alignment ↗Zehua Cheng, Manying Zhang, Jiahao Sun et al.
  98. On the Effects of Fine-tuning Language Models for Text-Based Reinforcement Learning ↗Mauricio Gruppi, Soham Dan, Keerthiram Murugesan et al.
  99. On the Human-level Performance of Visual Question Answering ↗Chenlian Zhou, Guanyi Chen, Xin Bai et al.
  100. On the effective transfer of knowledge from English to Hindi Wikipedia ↗Paramita Das, Amartya Roy, Ritabrata Chakraborty et al. · Industry Track

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