COLING

Enhancing Rumor Detection Methods with Propagation Structure Infused Language Model

Chaoqun Cui, Siyuan Li, Kunkun Ma, Caiyan Jia

机构 * School of Computer Science and Technology & Beijing Key Lab of Traffic Data Analysis and Mining（计算机科学与技术学院及北京交通数据与挖掘重点实验室） 纠错

Comments This paper is accepted by COLING2025

Journal ref Proceedings of the 31st International Conference on Computational Linguistics. 2025: 7165-7179

Towards Real-World Rumor Detection: Anomaly Detection Framework with Graph Supervised Contrastive Learning

Chaoqun Cui, Caiyan Jia

机构 * School of Computer Science and Technology & Beijing Key Lab of Traffic Data Analysis and Mining（计算机科学与技术学院及北京交通数据挖掘与分析重点实验室） 纠错

Comments This paper is accepted by COLING2025

Journal ref Proceedings of the 31st International Conference on Computational Linguistics. 2025: 7141-7155

Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse

Jie Cao, Abhijit Suresh, Jennifer Jacobs, Charis Clevenger, Amanda Howard, Chelsea Brown, Brent Milne, Tom Fischaber, Tamara Sumner, James H. Martin

机构 * School of Computer Science, University of Oklahoma（俄克拉荷马大学计算机科学学院） ； Institute of Cognitive Science, University of Colorado Boulder（科罗拉多大学博尔德分校认知科学研究所） 纠错

Comments Accepted to COLING'2025

LiMe: a Latin Corpus of Late Medieval Criminal Sentences

Alessandra Bassani, Beatrice Del Bo, Alfio Ferrara, Marta Mangini, Sergio Picascia, Ambra Stefanello

机构 * Università degli Studi di Milano, Department of Italian and Supranational Public Law（米兰大学意大利与超国家公共法系） ； Università degli Studi di Milano, Department of Historical Studies（米兰大学历史学系） ； Università degli Studi di Milano, Department of Computer Science（米兰大学计算机科学系） 纠错

Journal ref Proceedings of the Third Workshop on Language Technologies for Historical and Ancient Languages (LT4HALA) @ LREC-COLING-2024, 41-49

Summarization of Opinionated Political Documents with Varied Perspectives

Nicholas Deas, Kathleen McKeown

机构 * Department of Computer Science, Columbia University（计算机科学系，哥伦比亚大学） 纠错

Comments COLING 2025

FRASIMED: a Clinical French Annotated Resource Produced through Crosslingual BERT-Based Annotation Projection

Jamil Zaghir, Mina Bjelogrlic, Jean-Philippe Goldman, Soukaïna Aananou, Christophe Gaudet-Blavignac, Christian Lovis

Journal ref In Proceedings of the 2024 Joint ICCL, ELRA (LREC-COLING) (pp. 7450-7460)

The Effectiveness of LLMs as Annotators: A Comparative Overview and Empirical Analysis of Direct Representation

Maja Pavlovic, Massimo Poesio

Comments LREC-COLING NLPerspectives workshop

Journal ref https://aclanthology.org/2024.nlperspectives-1.11/

From Superficial to Deep: Integrating External Knowledge for Follow-up Question Generation Using Knowledge Graph and LLM

Jianyu Liu, Yi Huang, Sheng Bi, Junlan Feng, Guilin Qi

机构 * School of Computer Science and Engineering, Southeast University, China（东南大学计算机科学与工程学院） ； Law and Innovation Lab, Law School, Southeast University, China（东南大学法学院创新实验室） ； China Mobile Research Institute, China（中国移动研究院） 纠错

Comments Proceedings of the 31st International Conference on Computational Linguistics

The Syntactic Acceptability Dataset (Preview): A Resource for Machine Learning and Linguistic Analysis of English

Tom S Juzek

机构 * Florida State University（佛罗里达州立大学） 纠错

Comments Accepted and published at LREC-COLING 2024. 8 pages, 3 figures. Licensed under CC BY-NC-SA 4.0

Journal ref Proceedings of LREC-COLING 2024, 16113-16120, 2024

MAGPIE: Multi-Task Media-Bias Analysis Generalization for Pre-Trained Identification of Expressions

Tomáš Horych, Martin Wessel, Jan Philip Wahle, Terry Ruas, Jerome Waßmuth, André Greiner-Petter, Akiko Aizawa, Bela Gipp, Timo Spinde

Journal ref LREC-COLING 2024

Small Language Models can Outperform Humans in Short Creative Writing: A Study Comparing SLMs with Humans and LLMs

Guillermo Marco, Luz Rello, Julio Gonzalo

机构 * UNED, Madrid, Spain（UNED, 马德里, 西班牙） ； IE University, Madrid, Spain（IE大学, 马德里, 西班牙） 纠错

Comments Accepted as Main Conference Paper at COLING 2025

Journal ref Proceedings of the 31st International Conference on Computational Linguistics (COLING 2025), pages 6552-6570, Abu Dhabi, UAE. Association for Computational Linguistics

LocalTweets to LocalHealth: A Mental Health Surveillance Framework Based on Twitter Data

Vijeta Deshpande, Minhwa Lee, Zonghai Yao, Zihao Zhang, Jason Brian Gibbons, Hong Yu

Journal ref LREC-COLING 2024

Multilingual Irony Detection with Dependency Syntax and Neural Models

Alessandra Teresa Cignarella, Valerio Basile, Manuela Sanguinetti, Cristina Bosco, Paolo Rosso, Farah Benamara

Comments long paper accepted at COLING 2020

How Well Can a Long Sequence Model Model Long Sequences? Comparing Architechtural Inductive Biases on Long-Context Abilities

Jerry Huang

机构 * Mila - Quebec AI Institute & Université de Montréal（魁北克AI研究所 & 蒙特利尔大学） 纠错

Comments Accepted to The 31st International Conference on Computational Linguistics (COLING), 2025

Unveiling Entity-Level Unlearning for Large Language Models: A Comprehensive Analysis

Weitao Ma, Xiaocheng Feng, Weihong Zhong, Lei Huang, Yangfan Ye, Xiachong Feng, Bing Qin

机构 * Harbin Institute of Technology（哈尔滨工业大学） ； Peng Cheng Laboratory（鹏城实验室） ； The University of Hong Kong（香港大学） 纠错

Comments Accepted by COLING 2025

A Knowledge Plug-and-Play Test Bed for Open-domain Dialogue Generation

Xiangci Li, Linfeng Song, Lifeng Jin, Haitao Mi, Jessica Ouyang, Dong Yu

Comments Accepted by LREC-COLING 2024

Journal ref https://aclanthology.org/2024.lrec-main.58/

Explaining Relationships Among Research Papers

Xiangci Li, Jessica Ouyang

机构 * Department of Computer Science University of Texas at Dallas（计算机科学系 德克萨斯大学达拉斯分校） 纠错

Journal ref https://aclanthology.org/2025.coling-main.73/

DEGAP: Dual Event-Guided Adaptive Prefixes for Templated-Based Event Argument Extraction with Slot Querying

Guanghui Wang, Dexi Liu, Jian-Yun Nie, Qizhi Wan, Rong Hu, Xiping Liu, Wanlong Liu, Jiaming Liu

机构 * School of Information Management, Jiangxi University of Finance and Economics（江西财经大学信息管理学院） ； University of Montreal (UdeM), Department of Computer Science and Operations Research (DIRO)（蒙特利尔大学（UdeM）计算机科学与运筹学系） ； School of Computer Science and Engineering, University of Electronic Science and Technology of China（电子科技大学计算机科学与工程学院） ； Department of Statistics, Division of the Physical Sciences, the University of Chicago（芝加哥大学统计学系） 纠错

Comments Published as a conference paper in COLING 2025

Multilingual Brain Surgeon: Large Language Models Can be Compressed Leaving No Language Behind

Hongchuan Zeng, Hongshen Xu, Lu Chen, Kai Yu

机构 * X-LANCE Lab, Department of Computer Science and Engineering MoE Key Lab of Artificial Intelligence, SJTU AI Institute Shanghai Jiao Tong University, Shanghai, China（X-LANCE实验室，计算机科学与工程系，MoE人工智能关键实验室，上海交通大学人工智能研究院，上海，中国） ； Suzhou Laboratory, Suzhou, China（苏州实验室，苏州，中国） 纠错

Comments 22 pages, 8 figures, 13 tables. Accepted by LREC-COLING 2024

When Every Token Counts: Optimal Segmentation for Low-Resource Language Models

Bharath Raj, Garvit Suri, Vikrant Dewangan, Raghav Sonavane

机构 * Sprinklr AI 纠错

Comments LoResLM @ COLING 2025. Project page at https://vikr-182.github.io/loreslm/

Revisiting the MIMIC-IV Benchmark: Experiments Using Language Models for Electronic Health Records

Jesus Lovon, Thouria Ben-Haddi, Jules Di Scala, Jose G. Moreno, Lynda Tamine

Journal ref Proceedings of the First Workshop on Patient-Oriented Language Processing (CL4Health) @ LREC-COLING 2024, May 2024, Torino, Italy

Filipino Benchmarks for Measuring Sexist and Homophobic Bias in Multilingual Language Models from Southeast Asia

Lance Calvin Lim Gamboa, Mark Lee

机构 * School of Computer Science, University of Birmingham（英国伯明翰大学计算机科学学院） ； Department of Information Systems and Computer Science, Ateneo de Manila University（马尼拉亚托大学信息系统与计算机科学系） 纠错

Comments Accepted for presentation at The First Workshop on Language Models for Low-Resource Languages (LoResLM) at The 31st International Conference on Computational Linguistics (COLING 2025)

Journal ref https://aclanthology.org/2025.loreslm-1.9/

Aligning Language Models for Icelandic Legal Text Summarization

Þórir Hrafn Harðarson, Hrafn Loftsson, Stefán Ólafsson

机构 * Department of Computer Science Reykjavik University（计算机科学系雷克雅未克大学） 纠错

Comments Published at NoDaLiDa 2025

Journal ref Proceedings of the 25th Nordic Conference on Computational Linguistics (NoDaLiDa 2025). Tallinn, Estonia

Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition

Yuming Yang, Wantong Zhao, Caishuang Huang, Junjie Ye, Xiao Wang, Huiyuan Zheng, Yang Nan, Yuran Wang, Xueying Xu, Kaixin Huang, Yunke Zhang, Tao Gui, Qi Zhang, Xuanjing Huang

机构 * School of Computer Science, Fudan University（复旦大学计算机科学学院） ； Honor Device Co., Ltd（荣誉设备有限公司） ； Institute of Modern Languages and Linguistics, Fudan University（复旦大学现代语言与语言学研究所） ； Pengcheng Laboratory（鹏城实验室） ； Research Institute of Intelligent Complex Systems, Fudan University（复旦大学智能复杂系统研究院） ； Shanghai Key Laboratory of Intelligent Information Processing（上海智能信息处理重点实验室） 纠错

Comments Accepted at COLING 2025. Camera-ready version updated. Project page: https://github.com/UmeanNever/B2NER

Journal ref Proceedings of the 31st International Conference on Computational Linguistics (2025) 10902-10923

LLM Sensitivity Evaluation Framework for Clinical Diagnosis

Chenwei Yan, Xiangling Fu, Yuxuan Xiong, Tianyi Wang, Siu Cheung Hui, Ji Wu, Xien Liu

机构 * School of Computer Science, Beijing University of Posts and Telecommunications（北京邮电大学计算机科学学院） ； Key Laboratory of Trustworthy Distributed Computing and Service(BUPT), Ministry of Education（教育部可信分布式计算与服务重点实验室） ； Nanyang Technological University（南洋理工大学） ； Department of Electronic Engineering, Tsinghua University（清华大学电子工程系） ； College of AI, Tsinghua University（清华大学人工智能学院） 纠错

Journal ref Proceedings of the 31st International Conference on Computational Linguistics, 2025

Streamlining Biomedical Research with Specialized LLMs

Linqing Chen, Weilei Wang, Yubin Xia, Wentao Wu, Peng Xu, Zilong Bai, Jie Fang, Chaobo Xu, Ran Hu, Licong Xu, Haoran Hua, Jing Sun, Hanmeng Zhong, Jin Liu, Tian Qiu, Haowen Liu, Meng Hu, Xiuwen Li, Fei Gao, Yong Gu, Tao Shi, Chaochao Wang, Jianping Lu, Cheng Sun, Yixin Wang, Shengjie Yang, Yuancheng Li, Lu Jin, Lisha Zhang, Fu Bian, Zhongkai Ye, Lidong Pei, Changyang Tu

Journal ref Proceedings of the 31st International Conference on Computational Linguistics: System Demonstrations,p9--19,2025

VietMed: A Dataset and Benchmark for Automatic Speech Recognition of Vietnamese in the Medical Domain

Khai Le-Duc

Comments LREC-COLING 2024 (Oral), 24 pages

Language Models at the Syntax-Semantics Interface: A Case Study of the Long-Distance Binding of Chinese Reflexive ziji

Xiulin Yang

Journal ref COLING 2025

IR2: Information Regularization for Information Retrieval

Jianyou Wang, Kaicheng Wang, Xiaoyue Wang, Weili Cao, Ramamohan Paturi, Leon Bergen

Comments Accepted by LREC-COLING 2024 - The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation

LANID: LLM-assisted New Intent Discovery

Lu Fan, Jiashu Pu, Rongsheng Zhang, Xiao-Ming Wu

Comments Published in LREC-COLING 2024