الباحثون

Long Wang

المنشورات 2

نسخة أولية وصول مفتوح

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

Long Wang · 2026

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 …

نسخة أولية وصول مفتوح

Constructing Structured Decision Sources for Consensus-Based Pseudo-Label Learning

Long Wang · 2026

Consensus can make pseudo-label learning more reliable, but only when its predictors contribute genuinely different evidence. Multiple models that repeat the same boundary provide additional votes without additional information. We address this problem by con structing decision sources through controlled changes to wit …