COLING 2025

1,226 papers

Transforming Code Understanding: Clustering-Based Retrieval for Improved Summarization in Domain-Specific Languages

Baban Gain, Dibyanayan Bandyopadhyay, Samrat Mukherjee, Aryan Sahoo, Saswati Dana

KARRIEREWEGE: A large scale Career Path Prediction Dataset

Elena Senger, Yuri Campbell, Rob van der Goot, Barbara Plank

AMAN: Agent for Mentoring and Assisting Newbies in MMORPG

Jeehyun Lee, Seung-Moo Yang, Won Ik Cho

A Simple yet Efficient Prompt Compression Method for Text Classification Data Annotation Using LLM

Yiran Xie, Debin Xiao, Ping Wang, Shuming Liu

Leveraging Multilingual Models for Robust Grammatical Error Correction Across Low-Resource Languages

Divesh Ramesh Kubal, Apurva Shrikant Nagvenkar

LLM-Friendly Knowledge Representation for Customer Support

Hanchen Su, Wei Luo, Yashar Mehdad, Wei Han, Elaine Liu

Deploying Multi-task Online Server with Large Language Model

Yincen Qu, Hengyue Liu, Kun Wang, Xiangying Dai, Xiaoou Lu

BackMATH: Towards Backward Reasoning for Solving Math Problems Step by Step

Shaowei Zhang, Deyi Xiong

On the effective transfer of knowledge from English to Hindi Wikipedia

Paramita Das, Amartya Roy, Ritabrata Chakraborty, Animesh Mukherjee

Where do LLMs Encode the Knowledge to Assess the Ambiguity?

Hancheol Park, Geonmin Kim

Building a Family of Data Augmentation Models for Low-cost LLM Fine-tuning on the Cloud

Yuanhao Yue, Chengyu Wang, Jun Huang, Peng Wang

AutoProteinEngine: A Large Language Model Driven Agent Framework for Multimodal AutoML in Protein Engineering

Yungeng Liu, Zan Chen, Yuguang Wang, Yiqing Shen

Seeing Beyond: Enhancing Visual Question Answering with Multi-Modal Retrieval

Boqi Chen, Anuj Khare, Gaurav Kumar, Arjun Akula, Pradyumna Narayana

Luna: A Lightweight Evaluation Model to Catch Language Model Hallucinations with High Accuracy and Low Cost

Masha Belyi, Robert Friel, Shuai Shao, Atindriyo Sanyal

Federated Retrieval Augmented Generation for Multi-Product Question Answering

Parshin Shojaee, Sai Sree Harsha, Dan Luo, Akash Maharaj, Tong Yu

Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI

Yuya Asano, Sabit Hassan, Paras Sharma, Anthony B. Sicilia, Katherine Atwell

sDPO: Don’t Use Your Data All at Once

Dahyun Kim, Yungi Kim, Wonho Song, Hyeonwoo Kim, Yunsu Kim

XTR meets ColBERTv2: Adding ColBERTv2 Optimizations to XTR

Riyaz Ahmad Bhat, Jaydeep Sen

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

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

Improve Speech Translation Through Text Rewrite

Jing Wu, Shushu Wang, Kai Fan, Wei Luo, Minpeng Liao

Graph-Augmented Open-Domain Multi-Document Summarization

Xiaoping Shen, Yekun Chai

Page Stream Segmentation with LLMs: Challenges and Applications in Insurance Document Automation

Hunter Heidenreich, Ratish Dalvi, Nikhil Verma, Yosheb Getachew

Enhancing Future Link Prediction in Quantum Computing Semantic Networks through LLM-Initiated Node Features

Gilchan Park, Paul Baity, Byung-Jun Yoon, Adolfy Hoisie

LLM Evaluate: An Industry-Focused Evaluation Tool for Large Language Models

Harsh Saini, Md Tahmid Rahman Laskar, Cheng Chen, Elham Mohammadi, David Rossouw

“Stupid robot, I want to speak to a human!” User Frustration Detection in Task-Oriented Dialog Systems

Mireia Hernandez Caralt, Ivan Sekulic, Filip Carevic, Nghia Khau, Diana Nicoleta Popa

Enhancing Large Language Models for Scientific Multimodal Summarization with Multimodal Output

Zusheng Tan, Xinyi Zhong, Jing-Yu Ji, Wei Jiang, Billy Chiu

Fine-Tuning Medium-Scale LLMs for Joint Intent Classification and Slot Filling: A Data-Efficient and Cost-Effective Solution for SMEs

Maia Aguirre, Ariane Méndez, Arantza del Pozo, Maria Ines Torres, Manuel Torralbo

Resource-Efficient Anonymization of Textual Data via Knowledge Distillation from Large Language Models

Tobias Deußer, Max Hahnbück, Tobias Uelwer, Cong Zhao, Christian Bauckhage

Geo-Spatially Informed Models for Geocoding Unstructured Addresses

Uddeshya Singh, Devanapalli Ravi Shankar, Gowtham Bellala, Vikas Goel

A Recipe For Building a Compliant Real Estate Chatbot

Navid Madani, Anusha Bagalkotkar, Supriya Anand, Gabriel Arnson, Rohini K. Srihari

Predicting Fine-tuned Performance on Larger Datasets Before Creating Them

Toshiki Kuramoto, Jun Suzuki

No Size Fits All: The Perils and Pitfalls of Leveraging LLMs Vary with Company Size

Ashok Urlana, Charaka Vinayak Kumar, Bala Mallikarjunarao Garlapati, Ajeet Kumar Singh, Rahul Mishra

EDAR: A pipeline for Emotion and Dialogue Act Recognition

Elie Dina, Rania Ayachi Kibech, Miguel Couceiro

Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale?

Seyed Amin Tabatabaei, Sarah Fancher, Michael Parsons, Arian Askari

Automated Clinical Data Extraction with Knowledge Conditioned LLMs

Diya Li, Asim Kadav, Aijing Gao, Rui Li, Richard Bourgon

Rationale-Guided Distillation for E-Commerce Relevance Classification: Bridging Large Language Models and Lightweight Cross-Encoders

Sanjay Agrawal, Faizan Ahemad, Vivek Varadarajan Sembium

Best Practices for Distilling Large Language Models into BERT for Web Search Ranking

Dezhi Ye, Junwei Hu, Jiabin Fan, Bowen Tian, Jie Liu

OKG: On-the-Fly Keyword Generation in Sponsored Search Advertising

Zhao Wang, Briti Gangopadhyay, Mengjie Zhao, Shingo Takamatsu

FS-DAG: Few Shot Domain Adapting Graph Networks for Visually Rich Document Understanding

Amit Agarwal, Srikant Panda, Kulbhushan Pachauri

Multilingual Continual Learning using Attention Distillation

Sanjay Agrawal, Deep Nayak, Vivek Varadarajan Sembium

PDC & DM-SFT: A Road for LLM SQL Bug-Fix Enhancing

Yiwen Duan, Yonghong Yu, Xiaoming Zhao, Yichang Wu, Wenbo Liu

Beyond Visual Understanding Introducing PARROT-360V for Vision Language Model Benchmarking

Harsha Vardhan Khurdula, Basem Rizk, Indus Khaitan

RED-CT: A Systems Design Methodology for Using LLM-labeled Data to Train and Deploy Edge Linguistic Classifiers

David Farr, Nico Manzonelli, Iain Cruickshank, Jevin West

Know Your RAG: Dataset Taxonomy and Generation Strategies for Evaluating RAG Systems

Rafael Teixeira de Lima, Shubham Gupta, Cesar Berrospi Ramis, Lokesh Mishra, Michele Dolfi

Improving Tool Retrieval by Leveraging Large Language Models for Query Generation

Mohammad Kachuee, Sarthak Ahuja, Vaibhav Kumar, Puyang Xu, Xiaohu Liu

Query-LIFE: Query-aware Language Image Fusion Embedding for E-Commerce Relevance

Hai Zhu, Yuankai Guo, Ronggang Dou, Kai Liu

STAND-Guard: A Small Task-Adaptive Content Moderation Model

Minjia Wang, Pingping Lin, Siqi Cai, Shengnan An, Shengjie Ma

FEAT-writing: An Interactive Training System for Argumentative Writing

Yuning Ding, Franziska Wehrhahn, Andrea Horbach

CULTURALLY YOURS: A Reading Assistant for Cross-Cultural Content

Saurabh Kumar Pandey, Harshit Budhiraja, Sougata Saha, Monojit Choudhury

Autonomous Machine Learning-Based Peer Reviewer Selection System

Nurmukhammed Aitymbetov, Dimitrios Zorbas

CompUGE-Bench: Comparative Understanding and Generation Evaluation Benchmark for Comparative Question Answering

Ahmad Shallouf, Irina Nikishina, Chris Biemann

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

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

GR-NLP-TOOLKIT: An Open-Source NLP Toolkit for Modern Greek

Lefteris Loukas, Nikolaos Smyrnioudis, Chrysa Dikonomaki, Spiros Barbakos, Anastasios Toumazatos

GECTurk WEB: An Explainable Online Platform for Turkish Grammatical Error Detection and Correction

Ali Gebeşçe, Gözde Gül Şahin

CASE: Large Scale Topic Exploitation for Decision Support Systems

Lorena Calvo Bartolomé, Jerónimo Arenas-garcía, David Pérez Fernández

Human-Like Embodied AI Interviewer: Employing Android ERICA in Real International Conference

Zi Haur Pang, Yahui Fu, Divesh Lala, Mikey Elmers, Koji Inoue

MuRAR: A Simple and Effective Multimodal Retrieval and Answer Refinement Framework for Multimodal Question Answering

Zhengyuan Zhu, Daniel Lee, Hong Zhang, Sai Sree Harsha, Loic Feujio

RAGthoven: A Configurable Toolkit for RAG-enabled LLM Experimentation

Gregor Karetka, Demetris Skottis, Lucia Dutková, Peter Hraška, Marek Suppa

LUCE: A Dynamic Framework and Interactive Dashboard for Opinionated Text Analysis

Omnia Zayed, Gaurav Negi, Sampritha Hassan Manjunath, Devishree Pillai, Paul Buitelaar

EasyJudge: an Easy-to-use Tool for Comprehensive Response Evaluation of LLMs

Yijie Li, Yuan Sun

A Probabilistic Toolkit for Multi-grained Word Segmentation in Chinese

Xi Ma, Yang Hou, Xuebin Wang, Zhenghua Li

AI-Press: A Multi-Agent News Generating and Feedback Simulation System Powered by Large Language Models

Xiawei Liu, Shiyue Yang, Xinnong Zhang, Haoyu Kuang, Libo Sun

BeefBot: Harnessing Advanced LLM and RAG Techniques for Providing Scientific and Technology Solutions to Beef Producers

Zhihao Zhang, Carrie-Ann Wilson, Rachel Hay, Yvette Everingham, Usman Naseem

Reliable, Reproducible, and Really Fast Leaderboards with Evalica

Dmitry Ustalov

UnifiedGEC: Integrating Grammatical Error Correction Approaches for Multi-languages with a Unified Framework

Yike Zhao, Xiaoman Wang, Yunshi Lan, Weining Qian

Loki: An Open-Source Tool for Fact Verification

Haonan Li, Xudong Han, Hao Wang, Yuxia Wang, Minghan Wang

LENS: Learning Entities from Narratives of Skin Cancer

Daisy Monika Lal, Paul Rayson, Christopher Peter, Ignatius Ezeani, Mo El-Haj

Streamlining Biomedical Research with Specialized LLMs

Linqing Chen

PolyMinder: A Support System for Entity Annotation and Relation Extraction in Polymer Science Documents

Truong Dinh Do, An Hoang Trieu, Van-Thuy Phi, Minh Le Nguyen, Yuji Matsumoto

Evaluating Model Alignment with Human Perception: A Study on Shitsukan in LLMs and LVLMs

Daiki Shiono, Ana Brassard, Yukiko Ishizuki, Jun Suzuki

A Dataset for Expert Reviewer Recommendation with Large Language Models as Zero-shot Rankers

Vanja M. Karan, Stephen McQuistin, Ryo Yanagida, Colin Perkins, Gareth Tyson

OpenFactCheck: Building, Benchmarking Customized Fact-Checking Systems and Evaluating the Factuality of Claims and LLMs

Yuxia Wang, Minghan Wang, Hasan Iqbal, Georgi N. Georgiev, Jiahui Geng

Human Interest Framing across Cultures: A Case Study on Climate Change

Gisela Vallejo, Christine De Kock, Timothy Baldwin, Lea Frermann

LuxEmbedder: A Cross-Lingual Approach to Enhanced Luxembourgish Sentence Embeddings

Fred Philippy, Siwen Guo, Jacques Klein, Tegawendé Bissyandé

PERSONA: A Reproducible Testbed for Pluralistic Alignment

Louis Castricato, Nathan Lile, Rafael Rafailov, Jan-Philipp Fränken, Chelsea Finn

LlmLink: Dual LLMs for Dynamic Entity Linking on Long Narratives with Collaborative Memorisation and Prompt Optimisation

Lixing Zhu, Jun Wang, Yulan He

RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation

Shuting Wang, Xin Yu, Mang Wang, Weipeng Chen, Yutao Zhu

Can Model Uncertainty Function as a Proxy for Multiple-Choice Question Item Difficulty?

Leonidas Zotos, Hedderik van Rijn, Malvina Nissim

Efficient Data Labeling by Hierarchical Crowdsourcing with Large Language Models

Haodi Zhang, Junyu Yang, Jinyin Nie, Peirou Liang, Kaishun Wu

Physics Reasoner: Knowledge-Augmented Reasoning for Solving Physics Problems with Large Language Models

Xinyu Pang, Ruixin Hong, Zhanke Zhou, fangrui lv, Xinwei Yang

Optimizing Lifelong Fine-Tuning for Multiple Tasks via Dataless Distribution Replay

Zhenxing Wang

CPsyExam: A Chinese Benchmark for Evaluating Psychology using Examinations

Jiahao Zhao, Jingwei Zhu, Minghuan Tan, Min Yang, Renhao Li

Data Augmentation for Cross-domain Parsing via Lightweight LLM Generation and Tree Hybridization

Ziyan Zhang, Yang Hou, Chen Gong, Zhenghua Li

Return of EM: Entity-driven Answer Set Expansion for QA Evaluation

Dongryeol Lee, Minwoo Lee, Kyungmin Min, Joonsuk Park, Kyomin Jung

User Willingness-aware Sales Talk Dataset

Asahi Hentona, Jun Baba, Shiki Sato, Reina Akama

FineRAG: Fine-grained Retrieval-Augmented Text-to-Image Generation

Huaying Yuan, Ziliang Zhao, Shuting Wang, Shitao Xiao, Minheng Ni

Filter-then-Generate: Large Language Models with Structure-Text Adapter for Knowledge Graph Completion

Ben Liu, Jihai Zhang, Fangquan Lin, Cheng Yang, Min Peng

ManiTweet: A New Benchmark for Identifying Manipulation of News on Social Media

Kung-Hsiang Huang, Hou Pong Chan, Kathleen McKeown, Heng Ji

NyayaAnumana and INLegalLlama: The Largest Indian Legal Judgment Prediction Dataset and Specialized Language Model for Enhanced Decision Analysis

Shubham Kumar Nigam, Deepak Patnaik Balaramamahanthi, Shivam Mishra, Noel Shallum, Kripabandhu Ghosh

No Train but Gain: Language Arithmetic for training-free Language Adapters enhancement

Mateusz Klimaszewski, Piotr Andruszkiewicz, Alexandra Birch

CryptOpiQA: A new Opinion and Question Answering dataset on Cryptocurrency

Sougata Sarkar, Aditya Badwal, Amartya Roy, Koustav Rudra, Kripabandhu Ghosh

RAIDEN Benchmark: Evaluating Role-playing Conversational Agents with Measurement-Driven Custom Dialogues

Bowen Wu, Kaili Sun, Ziwei Bai, Ying Li, Baoxun Wang

Chain-of-Discussion: A Multi-Model Framework for Complex Evidence-Based Question Answering

Mingxu Tao, Dongyan Zhao, Yansong Feng

Case2Code: Scalable Synthetic Data for Code Generation

Yunfan Shao, Linyang Li, Yichuan Ma, Peiji Li, Demin Song

Context Filtering with Reward Modeling in Question Answering

Sangryul Kim, James Thorne

FIPO: Free-form Instruction-oriented Prompt Optimization with Preference Dataset and Modular Fine-tuning Schema

Junru Lu, Siyu An, Min Zhang, Yulan He, Di Yin

Imposter: Text and Frequency Guidance for Subject Driven Action Personalization using Diffusion Models

Divya Kothandaraman, Kuldeep Kulkarni, Sumit Shekhar, Balaji Vasan Srinivasan, Dinesh Manocha

Interaction Matters: An Evaluation Framework for Interactive Dialogue Assessment on English Second Language Conversations

Rena Gao, Carsten Roever, Jey Han Lau

BinarySelect to Improve Accessibility of Black-Box Attack Research

Shatarupa Ghosh, Jonathan Rusert

Re-Examine Distantly Supervised NER: A New Benchmark and a Simple Approach

Yuepei Li, Kang Zhou, Qiao Qiao, Qing Wang, Qi Li