This organizer groups the paper content from Experimental Setup > Datasets: the two curated prerequisite benchmarks (LectureBank-Full and MOOC-CS), the rebuilt QASC directed science-fact graph used only for validation retrieval, the templated-split overlap counts that motivate leakage controls, and the bounded held-out target counts under the strictest leakage control.

Datasets (Experimental Setup) in Auditable Strict-Parity Evaluation of Prerequisite-Graph Retrieval for RAG under Leakage Controls

This organizer groups the paper's baseline systems from Experimental Setup > Baselines. The strict-parity baselines all share the same encoder, the same dense-seed pool size $$m$$ and retrieval cutoff $$k$$, the same data split, and the same exact-ID matching rule, so any comparison isolates the choice of retrieval/graph policy. A multilingual encoder plus CJK-only query rewrite is included only as a control experiment on MOOC-CS and is not treated as a headline strict-parity comparator.

Baselines (Experimental Setup) in Auditable Strict-Parity Evaluation of Prerequisite-Graph Retrieval for RAG under Leakage Controls

This organizer groups the paper content from Experimental Setup > Metrics and Statistics.

Metrics And Statistics (Experimental Setup) in Auditable Strict-Parity Evaluation of Prerequisite-Graph Retrieval for RAG under Leakage Controls

This organizer groups the paper's Experimental Setup material.

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This organizer groups the paper's datasets, baselines, metrics, and statistical protocol before the results.

Evaluation Setup for Auditable Strict-Parity Evaluation of Prerequisite-Graph Retrieval for RAG under 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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