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Retrieval-augmented generation with prompt-guided multi-hop reasoning for medical diagnosis

基于提示引导多跳推理的医学诊断检索增强生成

Qin Le

Gou Zhinan

Wang Peiwu

Zhang Gaofei

Liu Siyu

Gao Kai

dynamic retrieval augmented generation

multi hop chain-of-thought

medical prompt learning

quantitative rewriting mechanism

medical diagnosis

No. 10, 2025 : 2956-2963 doi:10.19734/j.issn.1001-3695.2025.04.0089

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Retrieval-augmented generation with prompt-guided multi-hop reasoning for medical diagnosis