In this paper, **end-to-end generation is retained only as a diagnostic of context quality**, not as a headline claim. Generation numbers are reported to indicate whether retrieved contexts preserve answerable evidence and how reference style affects surface-form metrics, but they are explicitly excluded from the strict-parity headline retrieval comparisons. This scoping decision is what allows the paper to read low EM/ROUGE-L/BLEU values as **artifacts of reference style** rather than as evidence against the underlying retrieval system.

Generation as Context-Quality Diagnostic, Not a Headline Claim

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Efficiency, Generation, and Error Diagnostics in Auditable Strict-Parity Evaluation of Prerequisite-Graph Retrieval for RAG under Leakage Controls

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Canonical paper URL: https://1iman.com/assets/working-papers/pdf/emnlp-auditable-strict-parity-evaluation-of-prerequisite-graph-retrieval-for-rag-under-leakage-controls.pdf
Portfolio PDF URL: https://1iman.com/assets/working-papers/pdf/emnlp-auditable-strict-parity-evaluation-of-prerequisite-graph-retrieval-for-rag-under-leakage-controls.pdf
Paper title: Auditable Strict-Parity Evaluation of Prerequisite-Graph Retrieval for RAG under Leakage Controls
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Reference: Auditable Strict-Parity Evaluation of Prerequisite-Graph Retrieval for RAG under Leakage Controls

This organizer groups the paper content from Results > Latency and End-to-End Diagnostics.

Latency And End-To-End Diagnostics (Results) in Auditable Strict-Parity Evaluation of Prerequisite-Graph Retrieval for RAG under Leakage Controls

This organizer groups the paper content from Results > Latency and End-to-End Diagnostics > Error analysis..

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