Large Language Models

M-LLM Based Video Frame Selection for Efficient Video Understanding CVPR 2025 MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria NAACL 2025 MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning ICLR 2025 MMAT-1M: A Large Reasoning Dataset for Multimodal Agent Tuning ICCV 2025 MM-CamObj: A Comprehensive Multimodal Dataset for Camouflaged Object Scenarios AAAI 2025 mmJEE-Eval: A Bilingual Multimodal Benchmark for Evaluating Scientific Reasoning in Vision-Language Models IJCNLP 2025 MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark ACL 2025 MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation EMNLP 2025 MM-OR: A Large Multimodal Operating Room Dataset for Semantic Understanding of High-Intensity Surgical Environments CVPR 2025 MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification ACL 2025 MNLP at PerAnsSumm: A Classifier-Refiner Architecture for Improving the Classification of Consumer Health User Responses NAACL 2025 Model-Dependent Moderation: Inconsistencies in Hate Speech Detection Across LLM-based Systems ACL 2025 Model Extrapolation Expedites Alignment ACL 2025 Modeling, Evaluating, and Embodying Personality in LLMs: A Survey EMNLP 2025 Modeling Thousands of Human Annotators for Generalizable Text-to-Image Person Re-identification CVPR 2025 ModernBERT or DeBERTaV3? Examining Architecture and Data Influence on Transformer Encoder Models Performance IJCNLP 2025 MoEP: Modular Expert Paths for Sample-Efficient Language Modeling EMNLP 2025 Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models CVPR 2025 MolRAG: Unlocking the Power of Large Language Models for Molecular Property Prediction ACL 2025 Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training CVPR 2025 MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses ICLR 2025 More RLHF, More Trust? On The Impact of Preference Alignment On Trustworthiness ICLR 2025 mOSCAR: A Large-scale Multilingual and Multimodal Document-level Corpus ACL 2025 MotiveBench: How Far Are We From Human-Like Motivational Reasoning in Large Language Models? ACL 2025 MovieCORE: COgnitive REasoning in Movies EMNLP 2025