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When More Documents Hurt RAG: Mitigating Vector Search Dilution with Domain-Scoped, Model-Agnostic Retrieval

arXiv cs.CL ↗ · 2026-06-11 Cached

This paper identifies 'vector search dilution' in RAG systems when scaling to large, heterogeneous document collections, and proposes MASDR-RAG, a domain-scoped retrieval approach that significantly improves retrieval accuracy by leveraging organizational metadata.

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