Method-Related Scope Notes for Adaptive Depth Gating for Prerequisite Retrieval (Auditable Strict-Parity Graph-RAG Paper)
This organizer keeps scope and interpretation notes tied to the method details for Adaptive Depth Gating for Prerequisite Retrieval separate from the main scope organizer, avoiding duplicate titles while preserving the prerequisite path.
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Auditable Strict-Parity Evaluation of Prerequisite-Graph Retrieval for RAG under Leakage Controls
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Method Parts for Adaptive Depth Gating for Prerequisite Retrieval (Auditable Strict-Parity Graph-RAG Paper)
Method-Related Evaluation Evidence for Adaptive Depth Gating for Prerequisite Retrieval (Auditable Strict-Parity Graph-RAG Paper)
Method-Related Scope Notes for Adaptive Depth Gating for Prerequisite Retrieval (Auditable Strict-Parity Graph-RAG Paper)
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LectureBank-Full Tight-Budget Advantage of Adaptive Depth Gating (Mean ΔR@k = +2.13 over k∈{1,2,3,4})
When Adaptive Depth Helps vs When Fixed-Depth Is Safer (Budget/Cap Guidance)
Three Durable Signals of Strict-Parity Prerequisite Retrieval
Adaptive Depth Gating Helps Only in Tight-k Settings on Headline Prerequisite Benchmarks
HotpotQA External-Validity Probe: Adaptive Depth Does Not Transfer to a Denser Non-Prerequisite Graph (FullWiki-1k: Flat 93.4 / Hier 92.9 / Adaptive 94.0 R@10)