COLING 2025

1,226 papers

Breaking the Stage Barrier: A Novel Single-Stage Approach to Long Context Extension for Large Language Models

Haoran Lian, Junmin Chen, Wei Huang, Yizhe Xiong, Wenping Hu

Interactive Evaluation for Medical LLMs via Task-oriented Dialogue System

Ruoyu Liu, Kui Xue, Xiaofan Zhang, Shaoting Zhang

A Survey of Generative Information Extraction

Zikang Zhang, WangJie You, Tianci Wu, Xinrui Wang, Juntao Li

Disentangling Preference Representation and Text Generation for Efficient Individual Preference Alignment

Jianfei Zhang, Jun Bai, Bei Li, Yanmeng Wang, Rumei Li

Task-Oriented Dialog Systems for the Senegalese Wolof Language

Derguene Mbaye, Moussa Diallo

The Shift from Logic to Dialectic in Argumentation Theory: Implications for Computational Argument Quality Assessment

Rositsa V Ivanova, Reto Gubelmann

Why should only High-Resource-Languages have all the fun? Pivot Based Evaluation in Low Resource Setting

Ananya Mukherjee, Saumitra Yadav, Manish Shrivastava

DynRank: Improve Passage Retrieval with Dynamic Zero-Shot Prompting Based on Question Classification

Abdelrahman Abdallah, Jamshid Mozafari, Bhawna Piryani, Mohammed M. Abdelgwad, Adam Jatowt

BasqBBQ: A QA Benchmark for Assessing Social Biases in LLMs for Basque, a Low-Resource Language

Muitze Zulaika, Xabier Saralegi

What’s the most important value? INVP: INvestigating the Value Priorities of LLMs through Decision-making in Social Scenarios

Xuelin Liu, Pengyuan Liu, Dong Yu

Slender-Mamba: Fully Quantized Mamba in 1.58 Bits From Head to Toe

Zhenxuan Yu, Takeshi Kojima, Yutaka Matsuo, Yusuke Iwasawa

Data Quality Enhancement on the Basis of Diversity with Large Language Models for Text Classification: Uncovered, Difficult, and Noisy

Min Zeng, Caiquan Liu, Shiqi Zhang, Li Xie, Chen Sang

Debate-to-Write: A Persona-Driven Multi-Agent Framework for Diverse Argument Generation

Zhe Hu, Hou Pong Chan, Jing Li, Yu Yin

ELAINE-medLLM: Lightweight English Japanese Chinese Trilingual Large Language Model for Bio-medical Domain

Ken Yano, Zheheng Luo, Jimin Huang, Qianqian Xie, Masaki Asada

SweetieChat: A Strategy-Enhanced Role-playing Framework for Diverse Scenarios Handling Emotional Support Agent

Jing Ye, Lu Xiang, Yaping Zhang, Chengqing Zong

Faithful Inference Chains Extraction for Fact Verification over Multi-view Heterogeneous Graph with Causal Intervention

Daoqi Chen, Yaxin Li, Zizhong Zhu, Xiaowang Zhang, Zhiyong Feng

Multimodal Fact-Checking with Vision Language Models: A Probing Classifier based Solution with Embedding Strategies

Recep Firat Cekinel, Pinar Karagoz, Çağrı Çöltekin

Modal Feature Optimization Network with Prompt for Multimodal Sentiment Analysis

Xiangmin Zhang, Wei Wei, Shihao Zou

Towards Database-Free Text-to-SQL Evaluation: A Graph-Based Metric for Functional Correctness

Yi Zhan, Longjie Cui, Han Weng, Guifeng Wang, Yu Tian

A Survey of Code-switched Arabic NLP: Progress, Challenges, and Future Directions

Injy Hamed, Caroline Sabty, Slim Abdennadher, Ngoc Thang Vu, Thamar Solorio

Conditional Semantic Textual Similarity via Conditional Contrastive Learning

Xinyue Liu, Zeyang Qin, Zeyu Wang, Wenxin Liang, Linlin Zong

Exploiting the Index Gradients for Optimization-Based Jailbreaking on Large Language Models

Jiahui Li, Yongchang Hao, Haoyu Xu, Xing Wang, Yu Hong

GroUSE: A Benchmark to Evaluate Evaluators in Grounded Question Answering

Sacha Muller, Antonio Loison, Bilel Omrani, Gautier Viaud

QUENCH: Measuring the gap between Indic and Non-Indic Contextual General Reasoning in LLMs

Mohammad Aflah Khan, Neemesh Yadav, Sarah Masud, Md. Shad Akhtar

Factual Dialogue Summarization via Learning from Large Language Models

Rongxin Zhu, Jey Han Lau, Jianzhong Qi

MLaKE: Multilingual Knowledge Editing Benchmark for Large Language Models

Zihao Wei, Jingcheng Deng, Liang Pang, Hanxing Ding, Huawei Shen

Large Language Models are good multi-lingual learners : When LLMs meet cross-lingual prompts

Teng Wang, Zhenqi He, Wing-Yin Yu, Xiaojin Fu, Xiongwei Han

Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning

Xiaoye Qu, Jiashuo Sun, Wei Wei, Daizong Liu, Jianfeng Dong

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

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

KVFKT: A New Horizon in Knowledge Tracing with Attention-Based Embedding and Forgetting Curve Integration

Quanlong Guan, Xiuliang Duan, Kaiquan Bian, Guanliang Chen, Jianbo Huang

TEXT-CAKE: Challenging Language Models on Local Text Coherence

Luca Dini, Dominique Brunato, Felice Dell’Orletta, Tommaso Caselli

ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information Retrieval

Antoine Louis, Vageesh Kumar Saxena, Gijs van Dijck, Gerasimos Spanakis

Fusion meets Function: The Adaptive Selection-Generation Approach in Event Argument Extraction

Guoxuan Ding, Xiaobo Guo, Xin Wang, Lei Wang, Tianshu Fu

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

Urja Khurana, Eric Nalisnick, Antske Fokkens

Towards Efficient and Robust VQA-NLE Data Generation with Large Vision-Language Models

Patrick Amadeus Irawan, Genta Indra Winata, Samuel Cahyawijaya, Ayu Purwarianti

MPID: A Modality-Preserving and Interaction-Driven Fusion Network for Multimodal Sentiment Analysis

Tianyi Li, Daming Liu

Know When to Fuse: Investigating Non-English Hybrid Retrieval in the Legal Domain

Antoine Louis, Gijs van Dijck, Gerasimos Spanakis

Boosting Text-to-SQL through Multi-grained Error Identification

Bo Xu, Shufei Li, Hongyu Jing, Ming Du, Hui Song

Exploring the Limitations of Detecting Machine-Generated Text

Jad Doughman, Osama Mohammed Afzal, Hawau Olamide Toyin, Shady Shehata, Preslav Nakov

Jump To Hyperspace: Comparing Euclidean and Hyperbolic Loss Functions for Hierarchical Multi-Label Text Classification

Jens Van Nooten, Walter Daelemans

Is Parameter Collision Hindering Continual Learning in LLMs?

Shuo Yang, Kun-Peng Ning, Yu-Yang Liu, Jia-Yu Yao, Yong-Hong Tian

How Credible Is an Answer From Retrieval-Augmented LLMs? Investigation and Evaluation With Multi-Hop QA

Yujia Zhou, Zheng Liu, Zhicheng Dou

Distance-Adaptive Quaternion Knowledge Graph Embedding with Bidirectional Rotation

Weihua Wang, Qiuyu Liang, Feilong Bao, Guanglai Gao

AraDiCE: Benchmarks for Dialectal and Cultural Capabilities in LLMs

Basel Mousi, Nadir Durrani, Fatema Ahmad, Md. Arid Hasan, Maram Hasanain

Efficient Cross-modal Prompt Learning with Semantic Enhancement for Domain-robust Fake News Detection

Fei Wu, Hao Jin, Changhui Hu, Yimu Ji, Xiao-Yuan Jing

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

Dominique Brunato

Idea23D: Collaborative LMM Agents Enable 3D Model Generation from Interleaved Multimodal Inputs

Junhao Chen, Xiang Li, Xiaojun Ye, CHAO LI, Zhaoxin Fan

CONTRANS: Weak-to-Strong Alignment Engineering via Concept Transplantation

Weilong Dong, Xinwei Wu, Renren Jin, Shaoyang Xu, Deyi Xiong

Representing the Under-Represented: Cultural and Core Capability Benchmarks for Developing Thai Large Language Models

Dahyun Kim, Sukyung Lee, Yungi Kim, Attapol Rutherford, Chanjun Park

On the Human-level Performance of Visual Question Answering

Chenlian Zhou, Guanyi Chen, Xin Bai, Ming Dong

KIA: Knowledge-Guided Implicit Vision-Language Alignment for Chest X-Ray Report Generation

Heng Yin, Shanlin Zhou, Pandong Wang, Zirui Wu, Yongtao Hao

C3LRSO: A Chinese Corpus for Complex Logical Reasoning in Sentence Ordering

Xiaotao Guo, Jiang Li, Xiangdong Su, Fujun Zhang

Generation-Augmented and Embedding Fusion in Document-Level Event Argument Extraction

Xingjian Lin, Shengfei Lyu, Xin Wang, Qiuju Chen, Huanhuan Chen

Can LLMs Clarify? Investigation and Enhancement of Large Language Models on Argument Claim Optimization

Yiran Wang, Ben He, Xuanang Chen, Le Sun

A Dual Contrastive Learning Framework for Enhanced Multimodal Conversational Emotion Recognition

Yunhe Xie, Chengjie Sun, Ziyi Cao, Bingquan Liu, Zhenzhou Ji

ACE-M3: Automatic Capability Evaluator for Multimodal Medical Models

Xiechi Zhang, Shunfan Zheng, Linlin Wang, Gerard de Melo, Zhu Cao

Claim veracity assessment for explainable fake news detection

Bassamtiano Renaufalgi Irnawan, Sheng Xu, Noriko Tomuro, Fumiyo Fukumoto, Yoshimi Suzuki

Unified Grid Tagging Scheme for Aspect Sentiment Quad Prediction

Guixin Su, Yongcheng Zhang, Tongguan Wang, Mingmin Wu, Ying Sha

KnowledgePrompts: Exploring the Abilities of Large Language Models to Solve Proportional Analogies via Knowledge-Enhanced Prompting

Thilini Wijesiriwardene, Ruwan Wickramarachchi, Sreeram Reddy Vennam, Vinija Jain, Aman Chadha

Aligning Complex Knowledge Graph Question Answering as Knowledge-Aware Constrained Code Generation

Prerna Agarwal, Nishant Kumar, Srikanta Bedathur

StoryLLaVA: Enhancing Visual Storytelling with Multi-Modal Large Language Models

Li Yang, Zhiding Xiao, Wenxin Huang, Xian Zhong

Parameter-Efficient Fine-Tuning of Large Language Models via Deconvolution in Subspace

Jia-Chen Zhang, Yu-Jie Xiong, Chun-Ming Xia, Dong-Hai Zhu, Xi-He Qiu

Decoding Echo Chambers: LLM-Powered Simulations Revealing Polarization in Social Networks

Chenxi Wang, Zongfang Liu, Dequan Yang, Xiuying Chen

Grading Massive Open Online Courses Using Large Language Models

Shahriar Golchin, Nikhil Garuda, Christopher Impey, Matthew Wenger

Revisiting Implicitly Abusive Language Detection: Evaluating LLMs in Zero-Shot and Few-Shot Settings

Julia Jaremko, Dagmar Gromann, Michael Wiegand

Rumor Detection on Social Media with Temporal Propagation Structure Optimization

Xingyu Peng, Junran Wu, Ruomei Liu, Ke Xu

Automated Progressive Red Teaming

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

GenWebNovel: A Genre-oriented Corpus of Entities in Chinese Web Novels

Hanjie Zhao, Yuchen Yan, Senbin Zhu, Hongde Liu, Yuxiang Jia

HyperHatePrompt: A Hypergraph-based Prompting Fusion Model for Multimodal Hate Detection

Bo Xu, Erchen Yu, Jiahui Zhou, Hongfei Lin, Linlin Zong

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

Xiulin Yang

Gen-SQL: Efficient Text-to-SQL By Bridging Natural Language Question And Database Schema With Pseudo-Schema

Jie Shi, Bo Xu, Jiaqing Liang, Yanghua Xiao, Jia Chen

ReLayout: Towards Real-World Document Understanding via Layout-enhanced Pre-training

Zhouqiang Jiang, Bowen Wang, Junhao Chen, Yuta Nakashima

Personalized Large Language Model Assistant with Evolving Conditional Memory

Ruifeng Yuan, Shichao Sun, Yongqi Li, Zili Wang, Ziqiang Cao

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

Mingyang Song, Mao Zheng, Xuan Luo

Alternate Preference Optimization for Unlearning Factual Knowledge in Large Language Models

Anmol Mekala, Vineeth Dorna, Shreya Dubey, Abhishek Lalwani, David Koleczek

Zero-to-Strong Generalization: Eliciting Strong Capabilities of Large Language Models Iteratively without Gold Labels

Chaoqun Liu, Qin Chao, Wenxuan Zhang, Xiaobao Wu, Boyang Li

Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation

Ruiyang Ren, Yuhao Wang, Yingqi Qu, Wayne Xin Zhao, Jing Liu

Investigating the Impact of Incremental Processing and Voice Activity Projection on Spoken Dialogue Systems

Yuya Chiba, Ryuichiro Higashinaka

Empirical Study of Zero-shot Keyphrase Extraction with Large Language Models

Byungha Kang, Youhyun Shin

Multilingual Supervision Improves Semantic Disambiguation of Adpositions

Wesley Scivetti, Lauren Levine, Nathan Schneider

Not Every Metric is Equal: Cognitive Models for Predicting N400 and P600 Components During Reading Comprehension

Lavinia Salicchi, Yu-Yin Hsu

Paraphrase Makes Perfect: Leveraging Expression Paraphrase to Improve Implicit Sentiment Learning

Xia Li, Junlang Wang, Yongqiang Zheng, Yuan Chen, Yangjia Zheng

ChatCite: LLM Agent with Human Workflow Guidance for Comparative Literature Summary

Yutong Li, Lu Chen, Aiwei Liu, Kai Yu, Lijie Wen

OptiPrune: Effective Pruning Approach for Every Target Sparsity

Khang Nguyen Le, Ryo Sato, Dai Nakashima, Takeshi Suzuki, Minh Le Nguyen

Is Peer-Reviewing Worth the Effort?

Kenneth Ward Church, Raman Chandrasekar, John E. Ortega, Ibrahim Said Ahmad

Improving Multilingual Sign Language Translation with Automatically Clustered Language Family Information

Ruiquan Zhang, Cong Hu, Pei Yu, Yidong Chen

Discarding the Crutches: Adaptive Parameter-Efficient Expert Meta-Learning for Continual Semantic Parsing

Ruiheng Liu, Jinyu Zhang, Yanqi Song, Yu Zhang, Bailong Yang

Assessing the Human Likeness of AI-Generated Counterspeech

Xiaoying Song, Sujana Mamidisetty, Eduardo Blanco, Lingzi Hong

Knowledge Graph Unlearning with Schema

Yang Xiao, Ruimeng Ye, Bo Hui

Evaluating the Capabilities of Large Language Models for Multi-label Emotion Understanding

Tadesse Destaw Belay, Israel Abebe Azime, Abinew Ali Ayele, Grigori Sidorov, Dietrich Klakow

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models

Benjamin Icard, Evangelia Zve, Lila Sainero, Alice Breton, Jean-Gabriel Ganascia

HLU: Human Vs LLM Generated Text Detection Dataset for Urdu at Multiple Granularities

Iqra Ali, Jesse Atuhurra, Hidetaka Kamigaito, Taro Watanabe

NovAScore: A New Automated Metric for Evaluating Document Level Novelty

Lin Ai, Ziwei Gong, Harshsaiprasad Deshpande, Alexander Johnson, Emmy Phung

Large Language Model as a Teacher for Zero-shot Tagging at Extreme Scales

Jinbin Zhang, Nasib Ullah, Rohit Babbar

Context-Informed Machine Translation of Manga using Multimodal Large Language Models

Philip Lippmann, Konrad Skublicki, Joshua Tanner, Shonosuke Ishiwatari, jie Yang

On Evaluation Protocols for Data Augmentation in a Limited Data Scenario

Frédéric Piedboeuf, Philippe Langlais

You Only Query Twice: Multimodal Rumor Detection via Evidential Evaluation from Dual Perspectives

Junyi Chen, Leyuan Liu, Tian Lan, Fan Zhou, Xiaosong Zhang

Edit-Wise Preference Optimization for Grammatical Error Correction

Jiehao Liang, Haihui Yang, Shiping Gao, Xiaojun Quan

AHVE-CNER: Aligned Hanzi Visual Encoding Enhance Chinese Named Entity Recognition with Multi-Information

Xuhui Zheng, Zhiyuan Min, Bin Shi, Hao Wang

CycleOIE: A Low-Resource Training Framework For Open Information Extraction

Zhihong Jin, Chunhong Zhang, Zheng Hu, Jibin Yu, Ruiqi Ma