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Domain Adaptation

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Moderation Matters: Measuring Conversational Moderation Impact in English as a Second Language Group Discussion ACL 2025
Adapting General-Purpose Embedding Models to Private Datasets Using Keyword-based Retrieval ACL 2025
Towards Generalizable Generic Harmful Speech Datasets for Implicit Hate Speech Detection IJCNLP 2025
Reinforced IR: A Self-Boosting Framework For Domain-Adapted Information Retrieval ACL 2025
NeuralNexus at BEA 2025 Shared Task: Retrieval-Augmented Prompting for Mistake Identification in AI Tutors ACL 2025
Estimating Causal Effects of Text Interventions Leveraging LLMs IJCNLP 2025
VideoGEM: Training-free Action Grounding in Videos CVPR 2025
MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation COLING 2025
InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery COLING 2025
AdminSet and AdminBERT: a Dataset and a Pre-trained Language Model to Explore the Unstructured Maze of French Administrative Documents COLING 2025
Enhancing Reranking for Recommendation with LLMs through User Preference Retrieval COLING 2025
FinDABench: Benchmarking Financial Data Analysis Ability of Large Language Models COLING 2025
LLMTreeRec: Unleashing the Power of Large Language Models for Cold-Start Recommendations COLING 2025
From Generalist to Specialist: A Survey of Large Language Models for Chemistry COLING 2025
Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models COLING 2025
Language Models over Large-Scale Knowledge Base: on Capacity, Flexibility and Reasoning for New Facts COLING 2025
Bridging Modality Gap for Effective Multimodal Sentiment Analysis in Fashion-related Social Media COLING 2025
Automatic Multiple-Choice Question Generation and Evaluation Systems Based on LLM: A Study Case With University Resolutions COLING 2025
DialogueMMT: Dialogue Scenes Understanding Enhanced Multi-modal Multi-task Tuning for Emotion Recognition in Conversations COLING 2025
Learning Transition Patterns by Large Language Models for Sequential Recommendation COLING 2025
Rethinking-based Code Summarization with Chain of Comments COLING 2025
To Label or Not to Label: Hybrid Active Learning for Neural Machine Translation COLING 2025
Intent Contrastive Learning Based on Multi-view Augmentation for Sequential Recommendation COLING 2025
Controlling Out-of-Domain Gaps in LLMs for Genre Classification and Generated Text Detection COLING 2025
Gen-SQL: Efficient Text-to-SQL By Bridging Natural Language Question And Database Schema With Pseudo-Schema COLING 2025