LLM Information mining
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Retrieval-Augmented Generation
Knowledge Management
Large Language Models
How LLMs Empower Retrieval-Augmented Generation

Innovative RAG Framework: This paper introduces a new Missing Information Guided Retrieve-Extraction-Solving paradigm (MIGRES) for Retrieval-Augmented Generation. By leveraging LLMs to identify missing information and generate targeted queries, this method revolutionizes how knowledge is acc…

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