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Graph Retrieval-Augmented Generation

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04:00

2026-10-15

arxiv.org

artificial-intelligence

MMKG-R1: Constructing Multimodal Knowledge Graphs via Reinforcement Learning

MMKG-R1, a reinforcement learning framework that trains a multimodal large language model to construct multimodal knowledge graphs using quality-aware rewards, improves downstream question-answering a…

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MMKG-R1 1 arXiv 1 multimodal large language models 1 multimodal knowledge graphs 1

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artificial intelligence 1 machine learning 1 large language models 1 ai research 1 natural language processing 1