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Updated: Jun 4, 2025

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关于电子健康记录中信息检索的经验教训:嵌入模型和聚合策略的比较

Skatje Myers1, Timothy A Miller2,3, Yanjun Gao4

  • 1Department of Medicine, University of Wisconsin-Madison, Madison, WI 53726, United States.

Journal of the American Medical Informatics Association : JAMIA
|December 20, 2024
PubMed
概括

选择正确的嵌入模型对于临床检索增强生成 (RAG) 至关重要. 一个通用域模型,BGE,表现优于医疗特定的模型,但性能因查询措辞和数据而异.

关键词:
电子健康记录是电子医疗记录.信息检索 信息检索自然语言处理自然语言处理.文本嵌入式 嵌入式

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