MCompassRAG: Topic Metadata as a Semantic Compass for Paragraph-Level Retrieval
Introduces a framework enriching coarse chunks with topic metadata to improve paragraph-level retrieval efficiency and precision.
š arxiv.org/abs/2606.18508
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arxiv.org
Retrieval-augmented generation (RAG) systems depend critically on how documents are chunked and searched. Fine-grained chunks can improve retrieval precision but expand the search space, increasing la...