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How Retrieved Context Shapes Internal Representations in RAG

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学术前沿 6.5 分 — Studies how retrieved context shapes internal representations in RAG (not just output), important mechanistic perspective
原文: cs.CL updates on arXiv.org

评分 6.5 · 来源:cs.CL updates on arXiv.org · 发布于 2026-04-17

评分依据:Studies how retrieved context shapes internal representations in RAG (not just output), important mechanistic perspective

arXiv:2602.20091v2 Announce Type: replace Abstract: Retrieval-augmented generation (RAG) enhances large language models (LLMs) by conditioning generation on retrieved external documents, but the effect of retrieved context is often non-trivial. In realistic retrieval settings, the retrieved document set often contains a mixture of documents that vary in relevance and usefulness. While prior work has largely examined these phenomena through output behavior, little is known about how retrieved context shapes the internal representations that mediate information integration in RAG.