COLING

Disentangling Preference Representation and Text Generation for Efficient Individual Preference Alignment

Jianfei Zhang, Jun Bai, Bei Li, Yanmeng Wang, Rumei Li, Chenghua Lin, Wenge Rong

Comments Coling 2025

Do Current Video LLMs Have Strong OCR Abilities? A Preliminary Study

Yulin Fei, Yuhui Gao, Xingyuan Xian, Xiaojin Zhang, Tao Wu, Wei Chen

Comments Accepted by CoLing 2025 (The 31st International Conference on Computational Linguistics)

Controlling Out-of-Domain Gaps in LLMs for Genre Classification and Generated Text Detection

Dmitri Roussinov, Serge Sharoff, Nadezhda Puchnina

Comments The 31st International Conference on Computational Linguistics

JuniperLiu at CoMeDi Shared Task: Models as Annotators in Lexical Semantics Disagreements

Zhu Liu, Zhen Hu, Ying Liu

Comments accepted by CoMeDi workshop in Coling 2025

LLM-Personalize: Aligning LLM Planners with Human Preferences via Reinforced Self-Training for Housekeeping Robots

Dongge Han, Trevor McInroe, Adam Jelley, Stefano V. Albrecht, Peter Bell, Amos Storkey

Comments COLING 2025

Bridging Context Gaps: Enhancing Comprehension in Long-Form Social Conversations Through Contextualized Excerpts

Shrestha Mohanty, Sarah Xuan, Jacob Jobraeel, Anurag Kumar, Deb Roy, Jad Kabbara

Comments Accepted at COLING 2025

IITR-CIOL@NLU of Devanagari Script Languages 2025: Multilingual Hate Speech Detection and Target Identification in Devanagari-Scripted Languages

Siddhant Gupta, Siddh Singhal, Azmine Toushik Wasi

Comments Accepted to CHiPSAL Workshop at COLING 2025

SILC-EFSA: Self-aware In-context Learning Correction for Entity-level Financial Sentiment Analysis

Senbin Zhu, Chenyuan He, Hongde Liu, Pengcheng Dong, Hanjie Zhao, Yuchen Yan, Yuxiang Jia, Hongying Zan, Min Peng

Comments This paper is to be published in the Proceedings of the 31st International Conference on Computational Linguistics (COLING 2025)

From MTEB to MTOB: Retrieval-Augmented Classification for Descriptive Grammars

Albert Kornilov, Tatiana Shavrina

Comments submitted to COLING 2025

Unveiling Uncertainty: A Deep Dive into Calibration and Performance of Multimodal Large Language Models

Zijun Chen, Wenbo Hu, Guande He, Zhijie Deng, Zheng Zhang, Richang Hong

Comments Accepted to COLING 2025

MiMoTable: A Multi-scale Spreadsheet Benchmark with Meta Operations for Table Reasoning

Zheng Li, Yang Du, Mao Zheng, Mingyang Song

Comments Accepted by COLING 2025

LLMTreeRec: Unleashing the Power of Large Language Models for Cold-Start Recommendations

Wenlin Zhang, Chuhan Wu, Xiangyang Li, Yuhao Wang, Kuicai Dong, Yichao Wang, Xinyi Dai, Xiangyu Zhao, Huifeng Guo, Ruiming Tang

Journal ref COLING 2025

Counting-Stars: A Multi-evidence, Position-aware, and Scalable Benchmark for Evaluating Long-Context Large Language Models

Mingyang Song, Mao Zheng, Xuan Luo

Comments Accepted by COLING 2025

GPTEval: A Survey on Assessments of ChatGPT and GPT-4

Rui Mao, Guanyi Chen, Xulang Zhang, Frank Guerin, Erik Cambria

Journal ref Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (2024) 7844-7866

Measuring Contextual Informativeness in Child-Directed Text

Maria Valentini, Téa Wright, Ali Marashian, Jennifer Weber, Eliana Colunga, Katharina von der Wense

Comments COLING 2025 main conference short paper

Part-Of-Speech Sensitivity of Routers in Mixture of Experts Models

Elie Antoine, Frédéric Béchet, Philippe Langlais

Comments Accepted at COLING 2025

A Career Interview Dialogue System using Large Language Model-based Dynamic Slot Generation

Ekai Hashimoto, Mikio Nakano, Takayoshi Sakurai, Shun Shiramatsu, Toshitake Komazaki, Shiho Tsuchiya

Comments 9 pages, 9 tables, 2 figures; 14 pages of appendix. Accepted to COLING 2025

A High-Quality Text-Rich Image Instruction Tuning Dataset via Hybrid Instruction Generation

Shijie Zhou, Ruiyi Zhang, Yufan Zhou, Changyou Chen

Comments COLING 2025

Automated Progressive Red Teaming

Bojian Jiang, Yi Jing, Tianhao Shen, Tong Wu, Qing Yang, Deyi Xiong

Comments Accepted by COLING 2025

The Only Way is Ethics: A Guide to Ethical Research with Large Language Models

Eddie L. Ungless, Nikolas Vitsakis, Zeerak Talat, James Garforth, Björn Ross, Arno Onken, Atoosa Kasirzadeh, Alexandra Birch

Comments Accepted to COLING '25. This paper is the condensed pocket guide to accompany our full LLM Ethics Whitepaper, available at arXiv:2410.19812, and at https://github.com/MxEddie/Ethics-Whitepaper for suggested revisions

Semantic Role Labeling of NomBank Partitives

Adam Meyers, Advait Pravin Savant, John E. Ortega

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

Learning from Impairment: Leveraging Insights from Clinical Linguistics in Language Modelling Research

Dominique Brunato

Comments accepted at the 31st International Conference on Computational Linguistics (COLING 2025)

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech

Jonathan Heitz, Gerold Schneider, Nicolas Langer

Comments Accepted at the 31st International Conference on Computational Linguistics (COLING 2025)

The First Multilingual Model For The Detection of Suicide Texts

Rodolfo Zevallos, Annika Schoene, John E. Ortega

Comments SUMEval-2: The 2nd Workshop on Scaling Up Multilingual & Multi-Cultural Evaluation at the 31st International Conference on Computational Linguistics (COLING 2025)

Lexicography Saves Lives (LSL): Automatically Translating Suicide-Related Language

Annika Marie Schoene, John E. Ortega, Rodolfo Joel Zevallos, Laura Haaber Ihle

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

Continual Learning Using Only Large Language Model Prompting

Jiabao Qiu, Zixuan Ke, Bing Liu

Comments To Appear in COLING-2025 (short paper)

Northeastern Uni at Multilingual Counterspeech Generation: Enhancing Counter Speech Generation with LLM Alignment through Direct Preference Optimization

Sahil Wadhwa, Chengtian Xu, Haoming Chen, Aakash Mahalingam, Akankshya Kar, Divya Chaudhary

Comments 10 pages, 6 tables, 1 figure, The First Workshop on Multilingual Counterspeech Generation (MCG) at The 31st International Conference on Computational Linguistics (COLING 2025)

Journal ref The First Workshop on Multilingual Counterspeech Generation (MCG) at The 31st International Conference on Computational Linguistics (COLING 2025)

SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval

Aakash Mahalingam, Vinesh Kumar Gande, Aman Chadha, Vinija Jain, Divya Chaudhary

Comments 16 pages, 8 figures, Workshop on Generative AI and Knowledge Graphs (GenAIK) at The 31st International Conference on Computational Linguistics (COLING 2025)

Journal ref Workshop on Generative AI and Knowledge Graphs (GenAIK) at The 31st International Conference on Computational Linguistics (COLING 2025)

Automatic Extraction of Metaphoric Analogies from Literary Texts: Task Formulation, Dataset Construction, and Evaluation

Joanne Boisson, Zara Siddique, Hsuvas Borkakoty, Dimosthenis Antypas, Luis Espinosa Anke, Jose Camacho-Collados

Comments Accepted to COLING 2025, long paper

Self-Evolution Knowledge Distillation for LLM-based Machine Translation

Yuncheng Song, Liang Ding, Changtong Zan, Shujian Huang

Comments COLING 2025