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NativeScope: Relation-Localized Retrieval over Native Topology with a Correct Anchor

Paper recorded by Signals 4 on 2026-10-08 in cs.CL. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-08 on arXiv · recorded by Signals 4 on 2026-10-09

Category: cs.CL · 自然语言处理 · first seen 2026-10-09

Abstract

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 represents a query as q -> (A, r, B). The anchor A and relation r select native units t

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#293 most recent of 660 cs.CL papers we have recorded · ↑ newer: EgoVoice: Proactive Spoken Assistance from Egocentric Multimodal Strea · ↓ older: TokenRouter: Efficient Serving System for Token-Level LLM Routing
Cite this page: NativeScope: Relation-Localized Retrieval over Native Topology with a Correct Anchor: the #293 most recent of 660 cs.CL papers we have recorded (as of 2026-10-08). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/nativescope-relation-localized-retrieval-over-native-topology-with-a-correct-anc.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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