Preprint Open access
NativeScope: Relation-Localized Retrieval over Native Topology with a Correct Anchor
Dense retrieval usually ranks text chunks by their semantic similarity to a question. This ignores structure that many data systems already store, including section membership, session boundaries, and native order. We propose NativeScope, a scope-then-rank method for queries with a known anchor and relation. It represe …