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Seongwon Seo

Hanyang University

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Jul 2026

MedJudgeRAG: Option-Wise Evidence Judgment with Dynamic Knowledge Graphs for Medical MCQA

Experiments on two medical MCQA benchmarks demonstrate that MedJudgeRAG consistently outperforms both vanilla RAG and parametric baselines, and ablation analysis reveals that the dynamic KG is more effective as graph-conditioned supervision at training time than as an explicit output at inference time.

Seongwon Seo, Seung-Hwan Cho, Young-Min Kim · arXiv.org · 0 citations