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Automatically update arXiv papers about LLM Reasoning, LLM Evaluation, LLM & MLLM and Video Understanding using Github Actions.

Towards Efficient Multimodal Large Language Models: A Survey on Token Compression

[ICML 2026] Multimodal deep-research MLLM and benchmark. The first long-horizon multimodal deep-research MLLM, extending the number of reasoning turns to dozens and the number of search-engine interactions to hundreds.

Awesome Multimodal Modeling [Covers MLLM, UMM, and NMM]

从0开始学习多模态大模型，从概念、架构、训练到部署，系统搭建你的第一套 MLLM 知识体系

Bernini is a unified framework for video generation and editing that combines an MLLM-based semantic planner with a DiT-based renderer.

A generalist video MLLM built for fine-grained motion, long-form reasoning, temporal grounding, and online proactive response.