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NaviRAG: Towards Active Knowledge Navigation for Retrieval-Augmented Generation

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学术前沿 3.3 分 — Moderate AI relevance +novelty(3) +practical(1)
原文: cs.CL updates on arXiv.org

评分 3.3 · 来源:cs.CL updates on arXiv.org · 发布于 2026-04-15

评分依据:Moderate AI relevance +novelty(3) +practical(1)

arXiv:2604.12766v1 Announce Type: new Abstract: Retrieval-augmented generation (RAG) typically relies on a flat retrieval paradigm that maps queries directly to static, isolated text segments. This approach struggles with more complex tasks that require the conditional retrieval and dynamic synthesis of information across different levels of granularity (e.g., from broad concepts to specific evidence). To bridge this gap, we introduce NaviRAG, a novel framework that shifts from passive segment…