COLING 2025

1,226 papers

CFSP: An Efficient Structured Pruning Framework for LLMs with Coarse-to-Fine Activation Information

Yuxin Wang, Minghua Ma, Zekun Wang, Jingchang Chen, Shan Liping

AIDER: a Robust and Topic-Independent Framework for Detecting AI-Generated Text

Jiayi Gui, Baitong Cui, Xiaolian Guo, Ke Yu, Xiaofei Wu

medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs

Mingyi Jia, Junwen Duan, Yan Song, Jianxin Wang

Generation-Based and Emotion-Reflected Memory Update: Creating the KEEM Dataset for Better Long-Term Conversation

Jeonghyun Kang, Hongjin Kim, Harksoo Kim

Semantic and Sentiment Dual-Enhanced Generative Model for Script Event Prediction

Feiyang Wu, Peixin Huang, Yanli Hu, Zhen Tan, Xiang Zhao

Argumentation and Domain Discourse in Scholarly Articles on the Theory of International Relations

Magdalena Wolska, Sassan Gholiagha, Mitja Sienknecht, Dora Kiesel, Irene Lopez Garcia

Poetry in Pixels: Prompt Tuning for Poem Image Generation via Diffusion Models

Sofia Jamil, Bollampalli Areen Reddy, Raghvendra Kumar, Sriparna Saha, Joseph K. J

Bridging the Language Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs

Somnath Kumar, Vaibhav Balloli, Mercy Ranjit, Kabir Ahuja, Sunayana Sitaram

CoSTA: Code-Switched Speech Translation using Aligned Speech-Text Interleaving

Bhavani Shankar, Preethi Jyothi, Pushpak Bhattacharyya

MIGRATE: Cross-Lingual Adaptation of Domain-Specific LLMs through Code-Switching and Embedding Transfer

SeongTae Hong, Seungyoon Lee, Hyeonseok Moon, Heuiseok Lim

Detecting Conversational Mental Manipulation with Intent-Aware Prompting

Jiayuan Ma, Hongbin Na, Zimu Wang, Yining Hua, Yue Liu

Towards Multilingual spoken Visual Question Answering system using Cross-Attention

Amartya Roy Chowdhury, Tonmoy Rajkhowa, Sanjeev Sharma

ProTOD: Proactive Task-oriented Dialogue System Based on Large Language Model

Wenjie Dong, Sirong Chen, yan yang

ALIS: Aligned LLM Instruction Security Strategy for Unsafe Input Prompt

Xinhao Song, Sufeng Duan, Gongshen Liu

Impromptu Cybercrime Euphemism Detection

Xiang Li, Yucheng Zhou, Laiping Zhao, Jing Li, Fangming Liu

KG-TRICK: Unifying Textual and Relational Information Completion of Knowledge for Multilingual Knowledge Graphs

Zelin Zhou, Simone Conia, Daniel Lee, Min Li, Shenglei Huang

LOG: A Local-to-Global Optimization Approach for Retrieval-based Explainable Multi-Hop Question Answering

Hao Xu, Yunxiao Zhao, Jiayang Zhang, Zhiqiang Wang, Ru Li

Enhancing the Reasoning Capabilities of Small Language Models via Solution Guidance Fine-Tuning

Jing Bi, Yuting Wu, Weiwei Xing, Zhenjie Wei

Detecting Emotional Incongruity of Sarcasm by Commonsense Reasoning

Ziqi Qiu, Jianxing Yu, Yufeng Zhang, Hanjiang Lai, Yanghui Rao

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

Bryan E. Tuck, Rakesh Verma

Multitask-Bench: Unveiling and Mitigating Safety Gaps in LLMs Fine-tuning

Essa Jan, Nouar Aldahoul, Moiz Ali, Faizan Ahmad, Fareed Zaffar

Chinese Automatic Readability Assessment Using Adaptive Pre-training and Linguistic Feature Fusion

Xusheng Yang, Jincai Yang, Xiao Li

Should We Use a Fixed Embedding Size? Customized Dimension Sizes for Knowledge Graph Embedding

Zhanpeng Guan, Zhao Zhang, Yiqing Wu, Fuwei Zhang, Yongjun Xu

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

Eddie L. Ungless, Nikolas Vitsakis, Zeerak Talat, James Garforth, Bjorn Ross

OVEL: Online Video Entity Linking

Haiquan Zhao, Xuwu Wang, Shisong Chen, Zhixu Li, Xin Zheng

Selected Languages are All You Need for Cross-lingual Truthfulness Transfer

Weihao Liu, Ning Wu, Wenbiao Ding, Shining Liang, Ming Gong

Understanding the RoPE Extensions of Long-Context LLMs: An Attention Perspective

Meizhi Zhong, Chen Zhang, Yikun Lei, Xikai Liu, Yan Gao

Integrating Visual Modalities with Large Language Models for Mental Health Support

Zhouan Zhu, Shangfei Wang, Yuxin Wang, Jiaqiang Wu

From Traits to Empathy: Personality-Aware Multimodal Empathetic Response Generation

Jiaqiang Wu, Xuandong Huang, Zhouan Zhu, Shangfei Wang

Automatic Mathematic In-Context Example Generation for LLM Using Multi-Modal Consistency

Jaeseong Lee, Wei Yang, Gopal Gupta, Shiyi Wei

ZigZagKV: Dynamic KV Cache Compression for Long-context Modeling based on Layer Uncertainty

Meizhi Zhong, Xikai Liu, Chen Zhang, Yikun Lei, Yan Gao

Inductive Link Prediction in N-ary Knowledge Graphs

Jiyao Wei, Saiping Guan, Xiaolong Jin, Jiafeng Guo, Xueqi Cheng

Extending LLMs to New Languages: A Case Study of Llama and Persian Adaptation

Samin Mahdizadeh Sani, Pouya Sadeghi, Thuy-Trang Vu, Yadollah Yaghoobzadeh, Gholamreza Haffari

Learn from Failure: Causality-guided Contrastive Learning for Generalizable Implicit Hate Speech Detection

Tianming Jiang

PMSS: Pretrained Matrices Skeleton Selection for LLM Fine-tuning

Qibin Wang, Xiaolin Hu, Weikai Xu, Wei Liu, Jian Luan

Enhancing Large Language Models for Document-Level Translation Post-Editing Using Monolingual Data

Zongyao Li, Zhiqiang Rao, Hengchao Shang, Jiaxin Guo, Shaojun Li

Incremental Transformer: Efficient Encoder for Incremented Text Over MRC and Conversation Tasks

Weisheng Li, Yuechen Wang, Jiaxin Shi, Wengang Zhou, Qi Tian

CharMoral: A Character Morality Dataset for Morally Dynamic Character Analysis in Long-Form Narratives

Suyoung Bae, Gunhee Cho, Yun-Gyung Cheong, Boyang Li

Quantifying the Influence of Evaluation Aspects on Long-Form Response Assessment

Go Kamoda, Akari Asai, Ana Brassard, Keisuke Sakaguchi

Enhancing Rhetorical Figure Annotation: An Ontology-Based Web Application with RAG Integration

Ramona Kühn, Jelena Mitrović, Michael Granitzer

Dynamic-prototype Contrastive Fine-tuning for Continual Few-shot Relation Extraction with Unseen Relation Detection

Si Miao Zhao, Zhen Tan, Ning Pang, Wei Dong Xiao, Xiang Zhao

PARAPHRASUS: A Comprehensive Benchmark for Evaluating Paraphrase Detection Models

Andrianos Michail, Simon Clematide, Juri Opitz

Enhancing Discourse Parsing for Local Structures from Social Media with LLM-Generated Data

Martial Pastor, Nelleke Oostdijk, Patricia Martin-Rodilla, Javier Parapar

Enhancing Extractive Question Answering in Multiparty Dialogues with Logical Inference Memory Network

Shu Zhou, Rui Zhao, Zhengda Zhou, Haohan Yi, Xuhui Zheng

Multi-Modal Entities Matter: Benchmarking Multi-Modal Entity Alignment

GuanChen Xiao, Weixin Zeng, Shiqi Zhang, Mingrui Lao, Xiang Zhao

FedCSR: A Federated Framework for Multi-Platform Cross-Domain Sequential Recommendation with Dual Contrastive Learning

Dongyi Zheng, Hongyu Zhang, Jianyang Zhai, Lin Zhong, Lingzhi Wang

Comparative Study of Multilingual Idioms and Similes in Large Language Models

Paria Khoshtab, Danial Namazifard, Mostafa Masoudi, Ali Akhgary, Samin Mahdizadeh Sani

AraTrust: An Evaluation of Trustworthiness for LLMs in Arabic

Emad A. Alghamdi, Reem I. Masoud, Deema Alnuhait, Afnan Y. Alomairi, Ahmed Ashraf

Beyond Dataset Creation: Critical View of Annotation Variation and Bias Probing of a Dataset for Online Radical Content Detection

Arij Riabi, Virginie Mouilleron, Menel Mahamdi, Wissam Antoun, Djamé Seddah

A Chain-of-Task Framework for Instruction Tuning of LLMs Based on Chinese Grammatical Error Correction

Xinpeng Liu, Bing Xu, Muyun Yang, Hailong Cao, Conghui Zhu

Engagement-driven Persona Prompting for Rewriting News Tweets

Reshmi Gopalakrishna Pillai, Antske Fokkens, Wouter van Atteveldt

Flashback: Memory Mechanism for Enhancing Memory Efficiency and Speed in Deep Sequential Models

Taiki Sekii

Confront Insider Threat: Precise Anomaly Detection in Behavior Logs Based on LLM Fine-Tuning

Shuang Song, Yifei Zhang, Neng Gao

Extracting, Detecting, and Generating Research Questions for Scientific Articles

Sina Taslimi, Artemis Capari, Hosein Azarbonyad, Zi Long Zhu, Zubair Afzal

Semantic Reshuffling with LLM and Heterogeneous Graph Auto-Encoder for Enhanced Rumor Detection

Guoyi Li, Die Hu, Zongzhen Liu, Xiaodan Zhang, Honglei Lyu

CmEAA: Cross-modal Enhancement and Alignment Adapter for Radiology Report Generation

Xiyang Huang, Yingjie Han, Yaoxu Li, Runzhi Li, Pengcheng Wu

Contextual Augmentation for Entity Linking using Large Language Models

Daniel Vollmers, Hamada Zahera, Diego Moussallem, Axel-Cyrille Ngonga Ngomo

Can Large Language Models perform Relation-based Argument Mining?

Deniz Gorur, Antonio Rago, Francesca Toni

META-LORA: Memory-Efficient Sample Reweighting for Fine-Tuning Large Language Models

Weicheng Li, Lixin Zou, Min Tang, Qing Yu, Wanli Li

Cultural Alignment in Large Language Models: An Explanatory Analysis Based on Hofstede’s Cultural Dimensions

Reem I. Masoud, Ziquan Liu, Martin Ferianc, Philip Treleaven, Miguel Rodrigues

The Role of Natural Language Processing Tasks in Automatic Literary Character Network Construction

Arthur Amalvy, Vincent Labatut, Richard Dufour

Indigenous Languages Spoken in Argentina: A Survey of NLP and Speech Resources

Belu Ticona, Fernando Martín Carranza, Viviana Cotik

Detecting deepfakes and false ads through analysis of text and social engineering techniques

Alicja Martinek, Ewelina Bartuzi-Trokielewicz

Mitigating Language Confusion through Inference-time Intervention

Xie Yunfan, Lixin Zou, Dan Luo, Min Tang, Chenliang Li

Rule-KBQA: Rule-Guided Reasoning for Complex Knowledge Base Question Answering with Large Language Models

Zhiqiang Zhang, Liqiang Wen, Wen Zhao

A Flash in the Pan: Better Prompting Strategies to Deploy Out-of-the-Box LLMs as Conversational Recommendation Systems

Gustavo Adolpho Lucas de Carvalho, Simon Benigeri, Jennifer Healey, Victor Bursztyn, David Demeter

Unraveling the Mystery: Defending Against Jailbreak Attacks Via Unearthing Real Intention

Yanhao Li, Hongshen Chen, Heng Zhang, Zhiwei Ge, Tianhao Li

Low-Resource Language Expansion and Translation Capacity Enhancement for LLM: A Study on the Uyghur

Kaiwen Lu, Yating Yang, Fengyi Yang, Rui Dong, Bo Ma

Structured List-Grounded Question Answering

Mujeen Sung, Song Feng, James Gung, Raphael Shu, Yi Zhang

MAGRET: Machine-generated Text Detection with Rewritten Texts

Yifei Huang, Jiuxin Cao, Hanyu Luo, Xin Guan, Bo Liu

PToco: Prefix-based Token-level Collaboration Enhances Reasoning for Multi-LLMs

Yuang Bian, Yupian Lin, Jingping Liu, Tong Ruan

Hit the Sweet Spot! Span-Level Ensemble for Large Language Models

Yangyifan Xu, Jianghao Chen, Junhong Wu, Jiajun Zhang

Perceive the Passage of Time: A Systematic Evaluation of Large Language Model in Temporal Relativity

Shuang Chen, Yining Zheng, Shimin Li, Qinyuan Cheng, Xipeng Qiu

Inside-Outside Algorithm for Probabilistic Product-Free Lambek Categorial Grammar

Jinman Zhao, Gerald Penn

TEF: Causality-Aware Taxonomy Expansion via Front-Door Criterion

Yuan Meng, Songlin Zhai, Yuxin Zhang, Zhongjian Hu, Guilin Qi

CaDRL: Document-level Relation Extraction via Context-aware Differentiable Rule Learning

Kunli Zhang, Pengcheng Wu, Bohan Yu, Kejun Wu, Aoze Zheng

Momentum Posterior Regularization for Multi-hop Dense Retrieval

Zehua Xia, Yuyang Wu, Yiyun Xia, Cam Tu Nguyen

GEAR: A Simple GENERATE, EMBED, AVERAGE AND RANK Approach for Unsupervised Reverse Dictionary

Fatemah Yousef Almeman, Luis Espinosa Anke

Can Many-Shot In-Context Learning Help LLMs as Evaluators? A Preliminary Empirical Study

Mingyang Song, Mao Zheng, Xuan Luo

TriFine: A Large-Scale Dataset of Vision-Audio-Subtitle for Tri-Modal Machine Translation and Benchmark with Fine-Grained Annotated Tags

Boyu Guan, Yining Zhang, Yang Zhao, Chengqing Zong

What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction Tuning

Yifan Du, Hangyu Guo, Kun Zhou, Wayne Xin Zhao, Jinpeng Wang

Improving NMT Models by Retrofitting Quality Estimators into Trainable Energy Loss

Gahyun Yoo, Jay-Yoon Lee

DeTriever: Decoder-representation-based Retriever for Improving NL2SQL In-Context Learning

Raymond Li, Yuxi Feng, Zhenan Fan, Giuseppe Carenini, Weiwei Zhang

Mitigating Shortcut Learning via Smart Data Augmentation based on Large Language Model

Xinyi Sun, Hongye Tan, Yaxin Guo, Pengpeng Qiang, Ru Li

Zero-Shot Entailment Learning for Ontology-Based Biomedical Annotation Without Explicit Mentions

Rumana Ferdous Munne, Noriki Nishida, Shanshan Liu, Narumi Tokunaga, Yuki Yamagata

Can Large Language Models Differentiate Harmful from Argumentative Essays? Steps Toward Ethical Essay Scoring

Hongjin Kim, Jeonghyun Kang, Harksoo Kim

Measuring Contextual Informativeness in Child-Directed Text

Maria Valentini, Téa Wright, Ali Marashian, Jennifer Weber, Eliana Colunga

Summarization of Opinionated Political Documents with Varied Perspectives

Nicholas Deas, Kathleen McKeown

Paraphrase Generation Evaluation Powered by an LLM: A Semantic Metric, Not a Lexical One

Quentin Lemesle, Jonathan Chevelu, Philippe Martin, Damien Lolive, Arnaud Delhay

Factual Knowledge Assessment of Language Models Using Distractors

Hichem Ammar Khodja, Abderrahmane Ait gueni ssaid, Frédéric Béchet, Quentin Brabant, Alexis Nasr

Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text

Ali Al Lawati, Jason Lucas, Prasenjit Mitra

Multilingual and Explainable Text Detoxification with Parallel Corpora

Daryna Dementieva, Nikolay Babakov, Amit Ronen, Abinew Ali Ayele, Naquee Rizwan

PERC: Plan-As-Query Example Retrieval for Underrepresented Code Generation

Jaeseok Yoo, Hojae Han, Youngwon Lee, Jaejin Kim, Seung-won Hwang

VEEF-Multi-LLM: Effective Vocabulary Expansion and Parameter Efficient Finetuning Towards Multilingual Large Language Models

Jiu Sha, Mengxiao Zhu, Chong Feng, Yuming Shang

Exploring Content Predictability in Turn-Taking Through Different Computer-Mediated Communications

Wanqing He, Calen C. MacDonald, Yejoon Yoo, Marcos Eizayaga, Ryun Shim

GraCoRe: Benchmarking Graph Comprehension and Complex Reasoning in Large Language Models

Zike Yuan, Ming Liu, Hui Wang, Bing Qin

Enhancing Factual Consistency in Text Summarization via Counterfactual Debiasing

Zhenqing Ling, Yuexiang Xie, Chenhe Dong, Ying Shen

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

Damin Zhang, Yi Zhang, Geetanjali Bihani, Julia Rayz

Transformer-based Speech Model Learns Well as Infants and Encodes Abstractions through Exemplars in the Poverty of the Stimulus Environment

Yi Yang, Yiming Wang, Jiahong Yuan

Incorporating Review-missing Interactions for Generative Explainable Recommendation

Xi Li, Xiaohe Bo, Chen Ma, Xu Chen