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English(EN) Every Edge Needs a Quote: Building a Quote-Grounded Knowledge Graph of Healthcare Software Adoption with Language-Model Agents

语言模型构建引用式医疗保健软件知识图谱

作者 PulseAugur 编辑部 · [2 个来源] ·

研究人员开发了一种新颖的管道，使用语言模型代理来构建医疗保健软件采用情况的知识图谱，确保每个数据点都有其来源的逐字引用支持。该方法解决了验证网络上分散信息的挑战，旨在为买家提供同行机构软件使用和集成情况的可靠证据。该管道实现了高精度和高召回率，并通过置信度评分系统进一步提高了提取关系的准确性。 AI

影响 这种方法可以提高企业决策和知识管理信息提取的可靠性。

排序理由 这是一篇研究论文，详细介绍了使用语言模型构建知识图谱的新颖方法。

在 arXiv cs.AI 阅读 →

AI 生成摘要 · Google Gemini · 来自 2 个来源。 我们如何撰写摘要 →

语言模型构建引用式医疗保健软件知识图谱

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Research
这是一篇研究论文，详细介绍了使用语言模型构建知识图谱的新颖方法。
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2 independent sources
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完整方法见我们的编辑标准。

报道来源 [2]

  1. arXiv cs.AI TIER_1 English(EN) · Juan Felipe Duran, Arthur Tobler, Martin Valli\`eres ·

    每个边缘都需要一个引用：使用语言模型代理构建医疗保健软件采用情况的基于引用的知识图谱

    arXiv:2610.32781v1 Announce Type: cross Abstract: Hospitals regularly buy software that clinicians and patients depend on. Because these purchases are costly, hard to reverse and can affect patient care, buyers look for evidence of which peer institutions already use a product an…

  2. arXiv cs.IR (Information Retrieval) TIER_1 English(EN) · Martin Vallières ·

    每个边缘都需要一个引用：使用语言模型代理构建医疗保健软件采用的基于引用的知识图谱

    Hospitals regularly buy software that clinicians and patients depend on. Because these purchases are costly, hard to reverse and can affect patient care, buyers look for evidence of which peer institutions already use a product and which systems it connects to. This evidence is p…

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