COLING 2025

1,226 papers

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

Jonathan Heitz, Gerold Schneider, Nicolas Langer

MLLM-I2W: Harnessing Multimodal Large Language Model for Zero-Shot Composed Image Retrieval

Tong Bao, Che Liu, Derong Xu, Zhi Zheng, Tong Xu

Quality Beyond A Glance: Revealing Large Quality Differences Between Web-Crawled Parallel Corpora

Rik van Noord, Miquel Esplà-Gomis, Malina Chichirau, Gema Ramírez-Sánchez, Antonio Toral

Bridging Modality Gap for Effective Multimodal Sentiment Analysis in Fashion-related Social Media

Zheyu Zhao, Zhongqing Wang, Shichen Li, Hongling Wang, Guodong Zhou

Enhancing Multimodal Named Entity Recognition through Adaptive Mixup Image Augmentation

Bo Xu, Haiqi Jiang, Jie Wei, Hongyu Jing, Ming Du

Robustness Evaluation of the German Extractive Question Answering Task

Shalaka Satheesh, Katharina Beckh, Katrin Klug, Héctor Allende-Cid, Sebastian Houben

Cognitive Biases, Task Complexity, and Result Interpretability in Large Language Models

Mario Mina, Valle Ruiz-Fernández, Júlia Falcão, Luis Vasquez-Reina, Aitor Gonzalez-Agirre

Multi-View Incongruity Learning for Multimodal Sarcasm Detection

Diandian Guo, Cong Cao, Fangfang Yuan, Yanbing Liu, Guangjie Zeng

Language Models over Large-Scale Knowledge Base: on Capacity, Flexibility and Reasoning for New Facts

Qiyuan He, Yizhong Wang, Jianfei Yu, Wenya Wang

Enhancing One-Shot Pruned Pre-trained Language Models through Sparse-Dense-Sparse Mechanism

Guanchen Li, Xiandong Zhao, Lian Liu, Zeping Li, Yixing Xu

Acquiring Bidirectionality via Large and Small Language Models

Takumi Goto, Hiroyoshi Nagao, Yuta Koreeda

Exploring Unified Training Framework for Multimodal User Profiling

Minjie Qiang, Zhongqing Wang, Shoushan Li, Guodong Zhou

Learning to Refuse: Towards Mitigating Privacy Risks in LLMs

Zhenhua Liu, Tong Zhu, Chuanyuan Tan, Wenliang Chen

Multi-perspective Preference Alignment of LLMs for Programming-Community Question Answering

Hongyu Yang, Jiahui Hou, Liyang He, Rui Li

A Combinatorial Approach to Neural Emergent Communication

Zheyuan Zhang

MoSLD: An Extremely Parameter-Efficient Mixture-of-Shared LoRAs for Multi-Task Learning

Lulu Zhao, Weihao Zeng, Shi Xiaofeng, Hua Zhou

A Testset for Context-Aware LLM Translation in Korean-to-English Discourse Level Translation

Minjae Lee, Youngbin Noh, Seung Jin Lee

Analyzing Continuous Semantic Shifts with Diachronic Word Similarity Matrices

Hajime Kiyama, Taichi Aida, Mamoru Komachi, Toshinobu Ogiso, Hiroya Takamura

Improving Explainable Fact-Checking with Claim-Evidence Correlations

Xin Tan, Bowei Zou, Ai Ti Aw

A Simple-Yet-Efficient Instruction Augmentation Method for Zero-Shot Sentiment Classification

Yang Zhao, Masayasu Muraoka, Issei Yoshida, Bishwaranjan Bhattacharjee, Hiroshi Kanayama

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

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

Polysemy Interpretation and Transformer Language Models: A Case of Korean Adverbial Postposition -(u)lo

Seongmin Mun, Gyu-Ho Shin

MPPO: Multi Pair-wise Preference Optimization for LLMs with Arbitrary Negative Samples

Shuo Xie, Fangzhi Zhu, Jiahui Wang, Lulu Wen, Wei Dai

Enhancing Multi-party Dialogue Discourse Parsing with Explanation Generation

Shannan Liu, Peifeng Li, Yaxin Fan, Qiaoming Zhu

Taxonomy-Guided Zero-Shot Recommendations with LLMs

Yueqing Liang, Liangwei Yang, Chen Wang, Xiongxiao Xu, Philip S. Yu

Partial Order-centered Hyperbolic Representation Learning for Few-shot Relation Extraction

Biao Hu, Zhen Huang, Minghao Hu, Pinglv Yang, Peng Qiao

QABISAR: Query-Article Bipartite Interactions for Statutory Article Retrieval

Santosh T.y.s.s, Hassan Sarwat, Matthias Grabmair

CEHA: A Dataset of Conflict Events in the Horn of Africa

Rui Bai, Di Lu, Shihao Ran, Elizabeth M. Olson, Hemank Lamba

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

Cross-lingual Text Classification Transfer: The Case of Ukrainian

Daryna Dementieva, Valeriia Khylenko, Georg Groh

Uncertainty Modelling in Under-Represented Languages with Bayesian Deep Gaussian Processes

Ubaid Azam, Imran Razzak, Shelly Vishwakarma, Shoaib Jameel

Investigating the Contextualised Word Embedding Dimensions Specified for Contextual and Temporal Semantic Changes

Taichi Aida, Danushka Bollegala

Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models

Chengkai Huang, Yu Xia, Rui Wang, Kaige Xie, Tong Yu

CAST: Cross-modal Alignment Similarity Test for Vision Language Models

Gautier Dagan, Olga Loginova, Anil Batra

Multi-Graph Co-Training for Capturing User Intent in Session-based Recommendation

Zhe Yang, Tiantian Liang

ITERATE: Image-Text Enhancement, Retrieval, and Alignment for Transmodal Evolution with LLMs

Chenhan Fu, Guoming Wang, Juncheng Li, Wenqiao Zhang, Rongxing Lu

Dying or Departing? Euphemism Detection for Death Discourse in Historical Texts

Ali Al-Laith, Alexander Conroy, Jens Bjerring-Hansen, Bolette Pedersen, Carsten Levisen

Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question Answering

Huanxuan Liao, Shizhu He, Yao Xu, Yuanzhe Zhang, Shengping Liu

Relation Logical Reasoning and Relation-aware Entity Encoding for Temporal Knowledge Graph Reasoning

Longzhou Liu, Chenglong Xiao, Shanshan Wang, Tingwen Liu

PrahokBART: A Pre-trained Sequence-to-Sequence Model for Khmer Natural Language Generation

Hour Kaing, Raj Dabre, Haiyue Song, Van-Hien Tran, Hideki Tanaka

FTFT: Efficient and Robust Fine-Tuning by Transferring Training Dynamics

Yupei Du, Albert Gatt, Dong Nguyen

A Compressive Memory-based Retrieval Approach for Event Argument Extraction

Wanlong Liu, Enqi Zhang, Shaohuan Cheng, DingYi Zeng, Li Zhou

RoBGuard: Enhancing LLMs to Assess Risk of Bias in Clinical Trial Documents

Changkai Ji, Bowen Zhao, Zhuoyao Wang, Yingwen Wang, Yuejie Zhang

Mining Word Boundaries from Speech-Text Parallel Data for Cross-domain Chinese Word Segmentation

Xuebin Wang, Lei Zhang, Zhenghua Li, Shilin Zhou, Chen Gong

A Graph Interaction Framework on Relevance for Multimodal Named Entity Recognition with Multiple Images

Jiachen Zhao, Shizhou Huang, Xin lin

T-MES: Trait-Aware Mix-of-Experts Representation Learning for Multi-trait Essay Scoring

Jiong Wang, Jie Liu

Do language models practice what they preach? Examining language ideologies about gendered language reform encoded in LLMs

Julia Watson, Sophia S. Lee, Barend Beekhuizen, Suzanne Stevenson

Too Late to Train, Too Early To Use? A Study on Necessity and Viability of Low-Resource Bengali LLMs

Tamzeed Mahfuz, Satak Kumar Dey, Ruwad Naswan, Hasnaen Adil, Khondker Salman Sayeed

BiLD: Bi-directional Logits Difference Loss for Large Language Model Distillation

Minchong Li, Feng Zhou, Xiaohui Song

Cross-Refine: Improving Natural Language Explanation Generation by Learning in Tandem

Qianli Wang, Tatiana Anikina, Nils Feldhus, Simon Ostermann, Sebastian Möller

Read Before Grounding: Scene Knowledge Visual Grounding via Multi-step Parsing

HaiXiang Zhu, Lixian Su, ShuangMing Mao, Jing Ye

Latent Space Interpretation for Stylistic Analysis and Explainable Authorship Attribution

Milad Alshomary, Narutatsu Ri, Marianna Apidianaki, Ajay Patel, Smaranda Muresan

From Generalist to Specialist: A Survey of Large Language Models for Chemistry

Yang Han, Ziping Wan, Lu Chen, Kai Yu, Xin Chen

Explaining Relationships Among Research Papers

Xiangci Li, Jessica Ouyang

LogiGraph: Logical Reasoning with Contrastive Learning and Lightweight Graph Networks

Xiang Li, Chen Shi, Yong Xu, Jun Huang

Monte Carlo Tree Search Based Prompt Autogeneration for Jailbreak Attacks against LLMs

Suhuang Wu, Huimin Wang, Yutian Zhao, Xian Wu, Yefeng Zheng

Low-Resource Fast Text Classification Based on Intra-Class and Inter-Class Distance Calculation

Yanxu Mao, Peipei Liu, Tiehan Cui, Congying Liu, Datao You

Citation Amnesia: On The Recency Bias of NLP and Other Academic Fields

Jan Philip Wahle, Terry Lima Ruas, Mohamed Abdalla, Bela Gipp, Saif M. Mohammad

Con-ReCall: Detecting Pre-training Data in LLMs via Contrastive Decoding

Cheng Wang, Yiwei Wang, Bryan Hooi, Yujun Cai, Nanyun Peng

Aligning Retrieval with Reader Needs: Reader-Centered Passage Selection for Open-Domain Question Answering

Chunlei Xin, Shuheng Zhou, Xuanang Chen, Yaojie Lu, Huijia Zhu

Non-Emotion-Centric Empathetic Dialogue Generation

Yuanxiang Huangfu, Peifeng Li, Yaxin Fan, Qiaoming Zhu

Enhancing multi-modal Relation Extraction with Reinforcement Learning Guided Graph Diffusion Framework

Rui Yang, Rajiv Gupta

HyperIDP: Customizing Temporal Hypergraph Neural Networks for Multi-Scale Information Diffusion Prediction

Haowei Xu, Chao Gao, Xianghua Li, Zhen Wang

Towards the Machine Translation of Scientific Neologisms

Paul Lerner, François Yvon

Exploring Backdoor Vulnerabilities of Chat Models

Wenkai Yang, Yunzhuo Hao, Yankai Lin

Distilling Rule-based Knowledge into Large Language Models

Wenkai Yang, Yankai Lin, Jie Zhou, Ji-Rong Wen

Collaborative Document Simplification Using Multi-Agent Systems

Dengzhao Fang, Jipeng Qiang, Xiaoye Ouyang, Yi Zhu, Yunhao Yuan

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

Wenlin Zhang, Chuhan Wu, Xiangyang Li, Yuhao Wang, Kuicai Dong

LLaMA-E: Empowering E-commerce Authoring with Object-Interleaved Instruction Following

Kaize Shi, Xueyao Sun, Dingxian Wang, Yinlin Fu, Guandong Xu

TaCIE: Enhancing Instruction Comprehension in Large Language Models through Task-Centred Instruction Evolution

Jiuding Yang, Shengyao Lu, Weidong Guo, Xiangyang Li, Kaitong Yang

AGCL: Aspect Graph Construction and Learning for Aspect-level Sentiment Classification

Zhongquan Jian, Daihang Wu, Shaopan Wang, Yancheng Wang, Junfeng Yao

From Superficial to Deep: Integrating External Knowledge for Follow-up Question Generation Using Knowledge Graph and LLM

Jianyu Liu, Yi Huang, Sheng Bi, Junlan Feng, Guilin Qi

Pre-trained Semantic Interaction based Inductive Graph Neural Networks for Text Classification

Shiyu Wang, Gang Zhou, Jicang Lu, Jing Chen, Ningbo Huang

LLMs on interactive feature collections with implicit dynamic decision strategy

Juyeon Heo, Vihari Piratla, Kyunghyun Lee, Hyonkeun Joh, Adrian Weller

Refined Evaluation for End-to-End Grammatical Error Correction Using an Alignment-Based Approach

Junrui Wang, Mengyang Qiu, Yang Gu, Zihao Huang, Jungyeul Park

Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term Conversations

Nuo Chen, Hongguang Li, Jianhui Chang, Juhua Huang, Baoyuan Wang

SLARD: A Chinese Superior Legal Article Retrieval Dataset

Zhe Chen, Pengjie Ren, Fuhui Sun, Xiaoyan Wang, Yujun Li

Swift Cross-Dataset Pruning: Enhancing Fine-Tuning Efficiency in Natural Language Understanding

Binh-Nguyen Nguyen, Yang He

FinDABench: Benchmarking Financial Data Analysis Ability of Large Language Models

Shu Liu, Shangqing Zhao, Chenghao Jia, Xinlin Zhuang, Zhaoguang Long

Language Models Encode the Value of Numbers Linearly

Fangwei Zhu, Damai Dai, Zhifang Sui

SyntheT2C: Generating Synthetic Data for Fine-Tuning Large Language Models on the Text2Cypher Task

Zijie Zhong, Linqing Zhong, Zhaoze Sun, Qingyun Jin, Zengchang Qin

Enhancing Reranking for Recommendation with LLMs through User Preference Retrieval

Haobo Zhang, Qiannan Zhu, Zhicheng Dou

Perturbation-driven Dual Auxiliary Contrastive Learning for Collaborative Filtering Recommendation

Caihong Mu, Keyang Zhang, Jialiang Zhou, Yi Liu

Graph Representation Learning in Hyperbolic Space via Dual-Masked

Rui Gong, Zuyun Jiang, Daren Zha

Debiasing by obfuscating with 007-classifiers promotes fairness in multi-community settings

Ingroj Shrestha, Padmini Srinivasan

XFormParser: A Simple and Effective Multimodal Multilingual Semi-structured Form Parser

Xianfu Cheng, Hang Zhang, Jian Yang, Xiang Li, Weixiao Zhou

Adapters Selector: Cross-domains and Multi-tasks LoRA Modules Integration Usage Method

Yimin Tian, Bolin Zhang, Zhiying Tu, Dianhui Chu

The Dark Side of Function Calling: Pathways to Jailbreaking Large Language Models

Zihui Wu, Haichang Gao, Jianping He, Ping Wang

Knowledge Graph Entity Typing with Curriculum Contrastive Learning

Hao Wang, Minghua Nuo, Shan Jiang

Exploring Concept Depth: How Large Language Models Acquire Knowledge and Concept at Different Layers?

Mingyu Jin, Qinkai Yu, Jingyuan Huang, Qingcheng Zeng, Zhenting Wang

MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Bing Wang, Changyu Ren, Jian Yang, Xinnian Liang, Jiaqi Bai

SVD-GCL: A Noise-Augmented Hybrid Graph Contrastive Learning Framework for Recommendation

Liping Wang, Shichao Li, Hui Wang, Yuyan Gao, Mingyao Wei

QuickLLaMA: Query-aware Inference Acceleration for Large Language Models

Jingyao Li, Han Shi, Sitong Wu, Chuanyang Zheng, Zhenguo Li

Two-stage Incomplete Utterance Rewriting on Editing Operation

Zhiyu Cao, Peifeng Li, Qiaoming Zhu, Yaxin Fan

TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated Data

Yihong Liu, Chunlan Ma, Haotian Ye, Hinrich Schütze

SURE: Mutually Visible Objects and Self-generated Candidate Labels For Relation Extraction

Yuxuan Feng, Qian Chen, Qianyou Wu, Xin Guo, Suge Wang

RAM2C: A Liberal Arts Educational Chatbot based on Retrieval-augmented Multi-role Multi-expert Collaboration

Haoyu Huang, Tong Niu, Rui Yang, Luping Shi

Positive Text Reframing under Multi-strategy Optimization

Shutong Jia, Biwei Cao, Qingqing Gao, Jiuxin Cao, Bo Liu

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

Thibaut Thonet, Laurent Besacier, Jos Rozen

AdminSet and AdminBERT: a Dataset and a Pre-trained Language Model to Explore the Unstructured Maze of French Administrative Documents

Thomas Sebbag, Solen Quiniou, Nicolas Stucky, Emmanuel Morin