📰 COLING 2025 — accepted papers

COLING 2025 is the 2025 edition of the International Conference on Computational Linguistics (COLING), held in Abu Dhabi, United Arab Emirates, 19–24 January 2025 (publisher: International Committee on Computational Linguistics (ICCL)). The ACL Anthology lists 848 papers of it in 3 tracks; our library holds 13 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Tracks

Main757Industry Track69System Demonstrations22

All accepted papers (848)

The most cited first; 13 with our summary link to their page here, the others to the original.

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

See all 848 papers in COLING 2025 — accepted papers →

📄 Papers with our summary in our library (13)

The most cited first (OpenAlex citations plus our library's).

1. Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval AugmentationRuiyang Ren, Yuhao Wang, Yingqi Qu, et al.2025 · 99 citations
2. Style Over Substance: Evaluation Biases for Large Language ModelsMinghao Wu, Alham Fikri Aji2025 · 77 citations
3. Cultural Alignment in Large Language Models: An Explanatory Analysis Based on Hofstede's Cultural DimensionsReem I. Masoud, Ziquan Liu, Martin Ferianc, et al.2025 · 73 citations
4. AraDiCE: Benchmarks for Dialectal and Cultural Capabilities in LLMsBasel Mousi, Nadir Durrani, Fatema Ahmad, et al.2025 · 68 citations
5. MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQLBing Wang, Changyu Ren, Jian Yang, et al.2025 · 67 citations
6. MQM-APE: Toward High-Quality Error Annotation Predictors with Automatic Post-Editing in LLM Translation EvaluatorsQingyu Lu, Liang Ding, Kanjian Zhang, et al.2025 · 22 citations
7. Multilingual and Explainable Text Detoxification with Parallel CorporaDaryna Dementieva, Nikolay Babakov, Amit Ronen, et al.2025 · 19 citations
8. Comparative Study of Multilingual Idioms and Similes in Large Language ModelsParia Khoshtab, Danial Namazifard, Mostafa Masoudi, et al.2025 · 14 citations
9. TriFine: A Large-Scale Dataset of Vision-Audio-Subtitle for Tri-Modal Machine Translation and Benchmark with Fine-Grained Annotated TagsBoyu Guan, Yining Zhang, Yang Zhao, et al.2025 · 9 citations
10. Acquired TASTE: Multimodal Stance Detection with Textual and Structural EmbeddingsGuy Barel, Oren Tsur, Dan Vilenchik2025 · 8 citations
11. Unveiling Language Competence Neurons: A Psycholinguistic Approach to Model InterpretabilityXufeng Duan, Xinyu Zhou, Bei Xiao, et al.2025 · 8 citations
12. Rationale-Guided Distillation for E-Commerce Relevance Classification: Bridging Large Language Models and Lightweight Cross-EncodersSanjay Agrawal, Faizan Ahemad, Vivek Varadarajan Sembium2025 · 1 citation
13. 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 Andargie2025

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🧠Language models & pretraining (6)🔁Machine translation (2)🌍Multilingual & cross-lingual NLP (2)📏Evaluation & benchmarks (2)Semitic languages (2)😊Sentiment & emotion (1)🎙️Speech & spoken language (1)💻Code & programming languages (1)🔍Information retrieval & search (1)🧾Semantic parsing & meaning representation (1)🧒Psycholinguistics & language acquisition (1)🔬Interpretability (1)🖼️Vision & language (1)🪶Efficient models & compression (1)🧷Idioms & multiword expressions (1)

📚 Fields

🖥️Computer Science (12)🎭Arts and Humanities (11)🧠Neuroscience (1)💭Psychology (1)🤝Social Sciences (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓University of New BrunswickFredericton · Canada1 work here🎓University of North Carolina at Chapel HillChapel Hill · United States1 work here🎓Ben-Gurion University of the NegevBeersheba · Israel1 work here🎓Skolkovo Institute of Science and TechnologySkolkovo · Russia1 work here🎓Indian Institute of Technology KharagpurKharagpur · India1 work here🎓Universität HamburgHamburg · Germany1 work here🎓King Abdulaziz UniversityJeddah · Saudi Arabia1 work here🎓Universidade de Santiago de CompostelaSantiago de Compostela · Spain1 work here🏢TencentShenzhen · China1 work here🎓University of TehranTehran · Iran1 work here🎓University of SharjahSharjah · United Arab Emirates1 work here🎓Southeast UniversityDhaka · Bangladesh1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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