COLING 2025

1,226 papers

Ambiguity-aware Multi-level Incongruity Fusion Network for Multi-Modal Sarcasm Detection

Kuntao Li, Yifan Chen, Qiaofeng Wu, Weixing Mai, Fenghuan Li

InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery

He CAO, Zijing Liu, Xingyu Lu, Yuan Yao, Yu Li

MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation

Dongjun Lee, Choongwon Park, Jaehyuk Kim, Heesoo Park

Semantic Role Labeling of NomBank Partitives

Adam Meyers, Advait Pravin Savant, John E. Ortega

Multimodal Aspect-Based Sentiment Analysis under Conditional Relation

Xinjing Liu, Ruifan Li, Shuqin Ye, Guangwei Zhang, Xiaojie Wang

Style Over Substance: Evaluation Biases for Large Language Models

Minghao Wu, Alham Fikri Aji

Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement

Chenkai Sun, Ke Yang, Revanth Gangi Reddy, Yi Fung, Hou Pong Chan

HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding

Peng Xia, Xingtong Yu, Ming Hu, Lie Ju, Zhiyong Wang

Dynamic Graph Neural ODE Network for Multi-modal Emotion Recognition in Conversation

Yuntao Shou, Tao Meng, Wei Ai, Keqin Li

FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models

Tao Fan, Guoqiang Ma, Yan Kang, Hanlin Gu, Yuanfeng Song

Learning to Verify Summary Facts with Fine-Grained LLM Feedback

Jihwan Oh, Jeonghwan Choi, Nicole Hee-Yoen Kim, Taewon Yun, Hwanjun Song

Looks can be Deceptive: Distinguishing Repetition Disfluency from Reduplication

Arif A. Ahmad, Khyathi Gayathri Mothika, Pushpak Bhattacharyya

Large Language Models are Good Annotators for Type-aware Data Augmentation in Grammatical Error Correction

Xinyuan Li, Yunshi Lan

Federated Incremental Named Entity Recognition

Zesheng Liu, Qiannan Zhu, Cuiping Li, Hong Chen

ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios

Junjie Ye, Guanyu Li, Songyang Gao, Caishuang Huang, Yilong Wu

Noise-powered Multi-modal Knowledge Graph Representation Framework

Zhuo Chen, Yin Fang, Yichi Zhang, Lingbing Guo, Jiaoyan Chen

Sibyl: Empowering Empathetic Dialogue Generation in Large Language Models via Sensible and Visionary Commonsense Inference

Lanrui Wang, Jiangnan Li, Chenxu Yang, Zheng Lin, Hongyin Tang

InstructGEC: Enhancing Unsupervised Grammatical Error Correction with Instruction Tuning

Jiayi Deng, Chen Chen, Chunyan Hou, Xiaojie Yuan

Match, Compare, or Select? An Investigation of Large Language Models for Entity Matching

Tianshu Wang, Xiaoyang Chen, Hongyu Lin, Xuanang Chen, Xianpei Han

CodeJudge-Eval: Can Large Language Models be Good Judges in Code Understanding?

Yuwei Zhao, Ziyang Luo, Yuchen Tian, Hongzhan Lin, Weixiang Yan

CDAˆ2: Counterfactual Diffusion Augmentation for Cross-Domain Adaptation in Low-Resource Sentiment Analysis

Dancheng Xin, Kaiqi Zhao, Jingyun Sun, Yang Li

PoemBERT: A Dynamic Masking Content and Ratio Based Semantic Language Model For Chinese Poem Generation

Chihan Huang, Xiaobo Shen

Sequential Fusion of Text-close and Text-far Representations for Multimodal Sentiment Analysis

Kaiwei Sun, Mi Tian

How Well Can a Long Sequence Model Model Long Sequences? Comparing Architectural Inductive Biases on Long-Context Abilities

Jerry Huang

The PRECOM-SM Corpus: Gambling in Spanish Social Media

Pablo Álvarez-Ojeda, María Victoria Cantero-Romero, Anastasia Semikozova, Arturo Montejo-Ráez

PreAct: Prediction Enhances Agent’s Planning Ability

Dayuan Fu, Jianzhao Huang, Siyuan Lu, Guanting Dong, Yejie Wang