NaviRAG organizes documents hierarchically and uses an LLM agent for active navigation across granularity levels to raise retrieval recall and answer quality on long-document QA tasks.
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NaviRAG: Towards Active Knowledge Navigation for Retrieval-Augmented Generation
NaviRAG organizes documents hierarchically and uses an LLM agent for active navigation across granularity levels to raise retrieval recall and answer quality on long-document QA tasks.