COLING

Improving LLM Abilities in Idiomatic Translation

Sundesh Donthi, Maximilian Spencer, Om Patel, Joon Doh, Eid Rodan, Kevin Zhu, Sean O'Brien

Comments Preprint for LoResLM Workshop at COLING 2025

Extracting General-use Transformers for Low-resource Languages via Knowledge Distillation

Jan Christian Blaise Cruz, Alham Fikri Aji

Comments LoResLM Workshop @ COLING 2025

Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks

Yang Wang, Chenghua Lin

Comments Will be presented as an oral in-person presentation at the conference of COLING 2025

Alternate Preference Optimization for Unlearning Factual Knowledge in Large Language Models

Anmol Mekala, Vineeth Dorna, Shreya Dubey, Abhishek Lalwani, David Koleczek, Mukund Rungta, Sadid Hasan, Elita Lobo

Journal ref Proceedings of the 31st International Conference on Computational Linguistics, volume 1, 2025, pages 3732-3752, Abu Dhabi, UAE. Association for Computational Linguistics

FuocChuVIP123 at CoMeDi Shared Task: Disagreement Ranking with XLM-Roberta Sentence Embeddings and Deep Neural Regression

Phuoc Duong Huy Chu

Comments Accepted at COMEDI shared Task, Workshop at COLING 2025

Unmasking the Imposters: How Censorship and Domain Adaptation Affect the Detection of Machine-Generated Tweets

Bryan E. Tuck, Rakesh M. Verma

Journal ref Proceedings of the 31st International Conference on Computational Linguistics, pages 9044-9061, Abu Dhabi, UAE, January 2025

Leveraging Explicit Reasoning for Inference Integration in Commonsense-Augmented Dialogue Models

Sarah E. Finch, Jinho D. Choi

Comments Accepted to COLING 2025 (https://aclanthology.org/2025.coling-main.152/)

Hire Me or Not? Examining Language Model's Behavior with Occupation Attributes

Damin Zhang, Yi Zhang, Geetanjali Bihani, Julia Rayz

Comments COLING 2025

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

From Arabic Text to Puzzles: LLM-Driven Development of Arabic Educational Crosswords

Kamyar Zeinalipour, Mohamed Zaky Saad, Marco Maggini, Marco Gori

Comments This paper has been accepted for presentation at LoResLM @ COLING 2025

A Benchmark of French ASR Systems Based on Error Severity

Antoine Tholly, Jane Wottawa, Mickael Rouvier, Richard Dufour

Comments To be published in COLING 2025 Proceedings

RUIE: Retrieval-based Unified Information Extraction using Large Language Model

Xincheng Liao, Junwen Duan, Yixi Huang, Jianxin Wang

Comments To appear in COLING 2025 main conference

Evolver: Chain-of-Evolution Prompting to Boost Large Multimodal Models for Hateful Meme Detection

Jinfa Huang, Jinsheng Pan, Zhongwei Wan, Hanjia Lyu, Jiebo Luo

Comments accepted by COLING 2025

SilverSpeak: Evading AI-Generated Text Detectors using Homoglyphs

Aldan Creo, Shushanta Pudasaini

Comments Workshop on Detecting AI Generated Content at COLING 2025

Sibyl: Empowering Empathetic Dialogue Generation in Large Language Models via Sensible and Visionary Commonsense Inference

Lanrui Wang, Jiangnan Li, Chenxu Yang, Zheng Lin, Hongyin Tang, Huan Liu, Yanan Cao, Jingang Wang, Weiping Wang

Comments Accepted by COLING 2025

ELITR-Bench: A Meeting Assistant Benchmark for Long-Context Language Models

Thibaut Thonet, Jos Rozen, Laurent Besacier

Comments Published in COLING 2025

CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding

Johannes Kirmayr, Lukas Stappen, Phillip Schneider, Florian Matthes, Elisabeth André

Comments Accepted for presentation at the International Conference on Computational Linguistics (COLING 2025)

Decompose-ToM: Enhancing Theory of Mind Reasoning in Large Language Models through Simulation and Task Decomposition

Sneheel Sarangi, Maha Elgarf, Hanan Salam

Comments Accepted to COLING 2025

GenAI Content Detection Task 3: Cross-Domain Machine-Generated Text Detection Challenge

Liam Dugan, Andrew Zhu, Firoj Alam, Preslav Nakov, Marianna Apidianaki, Chris Callison-Burch

Comments COLING 2025

The Theater Stage as Laboratory: Review of Real-Time Comedy LLM Systems for Live Performance

Piotr Wojciech Mirowski, Boyd Branch, Kory Wallace Mathewson

Comments 8 pages, 1st Workshop on Computational Humor (CHum), COLING 2025

Counterfactual Debating with Preset Stances for Hallucination Elimination of LLMs

Yi Fang, Moxin Li, Wenjie Wang, Hui Lin, Fuli Feng

Comments accepted by COLING 2025

Noise-powered Multi-modal Knowledge Graph Representation Framework

Zhuo Chen, Yin Fang, Yichi Zhang, Lingbing Guo, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen, Wen Zhang

Comments COLING 2025 Accepted, Repo is available at https://github.com/zjukg/SNAG

What Makes Cryptic Crosswords Challenging for LLMs?

Abdelrahman Sadallah, Daria Kotova, Ekaterina Kochmar

Comments COLING 2025. arXiv admin note: text overlap with arXiv:2403.12094

Journal ref COLING 2025

Comparative analysis of optical character recognition methods for Sámi texts from the National Library of Norway

Tita Enstad, Trond Trosterud, Marie Iversdatter Røsok, Yngvil Beyer, Marie Roald

Comments To be published in Proceedings of the 25th Nordic Conference on Computational Linguistics (NoDaLiDa)

VaeDiff-DocRE: End-to-end Data Augmentation Framework for Document-level Relation Extraction

Khai Phan Tran, Wen Hua, Xue Li

Comments COLING 2025

Mitigating Out-of-Entity Errors in Named Entity Recognition: A Sentence-Level Strategy

Guochao Jiang, Ziqin Luo, Chengwei Hu, Zepeng Ding, Deqing Yang

Comments Accepted by COLING 2025

DefVerify: Do Hate Speech Models Reflect Their Dataset's Definition?

Urja Khurana, Eric Nalisnick, Antske Fokkens

Comments Camera-ready COLING 2025

ViSoLex: An Open-Source Repository for Vietnamese Social Media Lexical Normalization

Anh Thi-Hoang Nguyen, Dung Ha Nguyen, Kiet Van Nguyen

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

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification

Shijing Chen, Mohamed Reda Bouadjenek, Shoaib Jameel, Usman Naseem, Basem Suleiman, Flora D. Salim, Hakim Hacid, Imran Razzak

Comments 11 pages, 7 figures, 2 tables, and accepted by COLING 2025

Fine-tuning Large Language Models for Improving Factuality in Legal Question Answering

Yinghao Hu, Leilei Gan, Wenyi Xiao, Kun Kuang, Fei Wu

Comments 18 pages, 8 figures, to be published in COLING 2025

Beyond Film Subtitles: Is YouTube the Best Approximation of Spoken Vocabulary?

Adam Nohejl, Frederikus Hudi, Eunike Andriani Kardinata, Shintaro Ozaki, Maria Angelica Riera Machin, Hongyu Sun, Justin Vasselli, Taro Watanabe

Comments Accepted to COLING 2025. 9 pages, 3 figures