This organizer keeps part 1 of the method details for Baselines small enough for learners to study without a long flat child list.

Method Part 1: Baselines (Auditable Strict-Parity Graph-RAG Paper)

This organizer keeps part 2 of the method details for Baselines small enough for learners to study without a long flat child list.

Method Part 2: Baselines (Auditable Strict-Parity Graph-RAG Paper)

This organizer groups method, retrieval, ranking, and graph-structure details used by Baselines.

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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

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

Method Details for Baselines (Auditable Strict-Parity Graph-RAG Paper)

This organizer groups metrics, datasets, statistical protocol, and result evidence used by Baselines.

Evaluation Evidence for Baselines (Auditable Strict-Parity Graph-RAG Paper)

This organizer groups scope, caveats, licensing, ethical, and interpretation notes connected to Baselines.

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