multimodal large language model

MedThink: A Rationale-Guided Framework for Explaining Medical Visual Question Answering NAACL 2025 MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine ICLR 2025 MemeArena: Automating Context-Aware Unbiased Evaluation of Harmfulness Understanding for Multimodal Large Language Models EMNLP 2025 Merge then Realign: Simple and Effective Modality-Incremental Continual Learning for Multimodal LLMs EMNLP 2025 MERMAID: Multi-perspective Self-reflective Agents with Generative Augmentation for Emotion Recognition EMNLP 2025 MHALO: Evaluating MLLMs as Fine-grained Hallucination Detectors ACL 2025 MIA-Bench: Towards Better Instruction Following Evaluation of Multimodal LLMs ICLR 2025 MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific Research CVPR 2025 Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models ACL 2025 MIKU-PAL: An Automated and Standardized Multimodal Method for Speech Paralinguistic and Affect Labeling Interspeech 2025 MINERVA: Evaluating Complex Video Reasoning ICCV 2025 Mini-Monkey: Alleviating the Semantic Sawtooth Effect for Lightweight MLLMs via Complementary Image Pyramid ICLR 2025 MIO: A Foundation Model on Multimodal Tokens EMNLP 2025 MIP-GAF: A MLLM-Annotated Benchmark for Most Important Person Localization and Group Context Understanding WACV 2025 MIRA: Empowering One-Touch AI Services on Smartphones with MLLM-based Instruction Recommendation ACL 2025 MissRAG: Addressing the Missing Modality Challenge in Multimodal Large Language Models ICCV 2025 Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization ACL 2025 Mitigating Hallucinations in Multi-modal Large Language Models via Image Token Attention-Guided Decoding NAACL 2025 Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment ICLR 2025 Mitigating Object Hallucinations in MLLMs via Multi-Frequency Perturbations EMNLP 2025 Mitigating Object Hallucinations via Sentence-Level Early Intervention ICCV 2025 Mitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT Reasoning ACL 2025 MLLM-as-a-Judge for Image Safety without Human Labeling CVPR 2025 M-LLM Based Video Frame Selection for Efficient Video Understanding CVPR 2025 MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria NAACL 2025