Large Language Models

MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors ACL 2025 MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation NAACL 2025 MSE-Adapter: A Lightweight Plugin Endowing LLMs with the Capability to Perform Multimodal Sentiment Analysis and Emotion Recognition AAAI 2025 MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming ACL 2025 MUCAR: Benchmarking Multilingual Cross-Modal Ambiguity Resolution for Multimodal Large Language Models EMNLP 2025 Mufu: Multilingual Fused Learning for Low-Resource Translation with LLM ICLR 2025 Multi-Agent Autonomous Driving Systems with Large Language Models: A Survey of Recent Advances, Resources, and Future Directions EMNLP 2025 MultiAgentBench : Evaluating the Collaboration and Competition of LLM agents ACL 2025 Multi-Agent Credit Assignment with Pretrained Language Models AISTATS 2025 Multi-Agent LLM Debate Unveils the Premise Left Unsaid ACL 2025 Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction NAACL 2025 Multi-Attribute Steering of Language Models via Targeted Intervention ACL 2025 Multi-BERT: Leveraging Adapters for Low-Resource Multi-Domain Adaptation NAACL 2025 Multi-Branch Self-Drafting for LLM Inference Acceleration AAAI 2025 MultiConIR: Towards Multi-Condition Information Retrieval EMNLP 2025 MultiDocFusion : Hierarchical and Multimodal Chunking Pipeline for Enhanced RAG on Long Industrial Documents EMNLP 2025 Multi-Document Event Extraction Using Large and Small Language Models EMNLP 2025 Multi-Domain Explainability of Preferences EMNLP 2025 Multi-group Uncertainty Quantification for Long-form Text Generation UAI 2025 MULTIGUARD: An Efficient Approach for AI Safety Moderation Across Languages and Modalities EMNLP 2025 Multilabel Classification of Persuasion Techniques with self-improving LLM agent: SlavicNLP 2025 Shared Task ACL 2025 Multilingual Blending: Large Language Model Safety Alignment Evaluation with Language Mixture NAACL 2025 Multilingual Datasets for Custom Input Extraction and Explanation Requests Parsing in Conversational XAI Systems EMNLP 2025 Multilingual Knowledge Graph Completion via Efficient Multilingual Knowledge Sharing EMNLP 2025 Multilingual Language Model Pretraining using Machine-translated Data EMNLP 2025