Analysis And Limitations in Auditable Strict-Parity Evaluation of Prerequisite-Graph Retrieval for RAG under Leakage Controls
This organizer groups the paper's Analysis and Limitations material.
0
1
Tags
Science
Auditable Strict-Parity Evaluation of Prerequisite-Graph Retrieval for RAG under Leakage Controls
Related
Analysis And Limitations in Auditable Strict-Parity Evaluation of Prerequisite-Graph Retrieval for RAG under Leakage Controls
Ethical Considerations in Auditable Strict-Parity Evaluation of Prerequisite-Graph Retrieval for RAG under Leakage Controls
Reproducibility in Auditable Strict-Parity Evaluation of Prerequisite-Graph Retrieval for RAG under Leakage Controls
Conclusion in Auditable Strict-Parity Evaluation of Prerequisite-Graph Retrieval for RAG under Leakage Controls
Learn After
LectureBank-Full Decomposition: Diffusion+Quotas Drive ~18 R@10 Points; Contrast Gating Adds At Most ~1 Point (Statistically Tied)
Bounded Benchmark Validity: Two Question Families and 21/18 Unique Held-Out Targets Cap Statistical Power
Restrained Claim Scope: No Automatic-Judge Validation, No Semantic-Evasion Claim, No Robust End-to-End QA Gains
Language-Matched Seeding as a Prerequisite for Graph-Expansion Gains
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)