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**Question-disjoint** and **target-concept-disjoint** controls are the two leakage-auditing splits used in this paper for canonical prerequisite-QA benchmarks. The audit is motivated by the observation that canonical splits reuse many **exact question strings** and **target concepts** across train and test, so a system can match memorized surface forms rather than retrieve true prerequisites. Under the **question-disjoint** control, no test question string appears in training. Under the **target-concept-disjoint** control, no test target concept appears as a target in training. Results obtained only under these controls are treated as the **trustworthy** evidence, and the paper restricts its remaining conclusions to curated, template-based prerequisite QA.

Question-Disjoint and Target-Concept-Disjoint Leakage Controls

Root URL: https://1iman.com/
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 method, retrieval, ranking, and graph-structure details used by Question-Disjoint and Target-Concept-Disjoint Leakage Controls.

Method Details for Question-Disjoint and Target-Concept-Disjoint Leakage Controls (Auditable Strict-Parity Graph-RAG Paper)

This organizer groups metrics, datasets, statistical protocol, and result evidence used by Question-Disjoint and Target-Concept-Disjoint Leakage Controls.

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