Strict-Parity Retrieval Headline Takeaway: Three Durable Signals, Adaptive Depth Is Not The Main Story (Auditable Strict-Parity Graph-RAG Paper)
The paper's strict-parity retrieval results (Table~[tab:retrieval]) condense to one headline: adaptive depth is not the main story. The three durable signals are (1) diffusion plus role-aware quotas on , (2) language-matched seeding on , and (3) leakage-aware evaluation that narrows what these benchmarks can support. The three dataset-level result subsections that follow each illustrate one of these signals.
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Auditable Strict-Parity Evaluation of Prerequisite-Graph Retrieval for RAG under Leakage Controls
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Strict-Parity Retrieval Headline Takeaway: Three Durable Signals, Adaptive Depth Is Not The Main Story (Auditable Strict-Parity Graph-RAG Paper)