Large Language Models

Multi-Document Event Extraction Using Large and Small Language Models EMNLP 2025 Multi-Domain Explainability of Preferences EMNLP 2025 Multi-Layered Evaluation Using a Fusion of Metrics and LLMs as Judges in Open-Domain Question Answering COLING 2025 Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices CVPR 2025 Multilingual Arbitration: Optimizing Data Pools to Accelerate Multilingual Progress ACL 2025 Multilingual Blending: Large Language Model Safety Alignment Evaluation with Language Mixture NAACL 2025 Multilingual Definition Modeling ACL 2025 Multilingual Language Model Pretraining using Machine-translated Data EMNLP 2025 Multilingual Learning Strategies in Multilingual Large Language Models EMNLP 2025 Multilingual LLMs Inherently Reward In-Language Time-Sensitive Semantic Alignment for Low-Resource Languages AAAI 2025 Multilingual Machine Translation with Open Large Language Models at Practical Scale: An Empirical Study NAACL 2025 Multilingual Mathematical Reasoning: Advancing Open-Source LLMs in Hindi and English AAAI 2025 Multilingual Needle in a Haystack: Investigating Long-Context Behavior of Multilingual Large Language Models NAACL 2025 Multilingual, Not Multicultural: Uncovering the Cultural Empathy Gap in LLMs through a Comparative Empathetic Dialogue Benchmark IJCNLP 2025 Multilingual Political Views of Large Language Models: Identification and Steering IJCNLP 2025 Multi-LMentry: Can Multilingual LLMs Solve Elementary Tasks Across Languages? EMNLP 2025 MultiLogicNMR(er): A Benchmark and Neural-Symbolic Framework for Non-monotonic Reasoning with Multiple Extensions EMNLP 2025 Multi-Modality Expansion and Retention for LLMs through Parameter Merging and Decoupling ACL 2025 Multimodal Knowledge Retrieval-Augmented Iterative Alignment for Satellite Commonsense Conversation IJCAI 2025 Multi-Modal Large Language Model with RAG Strategies in Soccer Commentary Generation WACV 2025 Multimodal Retrieval-Augmented Generation: Unified Information Processing Across Text, Image, Table, and Video Modalities ACL 2025 Multi-perspective Analysis of Large Language Model Domain Specialization: An Experiment in Accounting Audit Procedures Generation EMNLP 2025 Multi-Programming Language Sandbox for LLMs ACL 2025 Multi-Prompting Decoder Helps Better Language Understanding ACL 2025 Multi-Reference Preference Optimization for Large Language Models AAAI 2025