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Socially Grounded Exemplars Improve Synthetic Conversations for Health-Related Social Needs Navigation

2026-02-02

Abstract excerpt

Health-Related Social Needs (HRSNs) significantly impact health outcomes, yet traditional care often fails to address them effectively. While conversational agents offer scalable support, their deployment is hindered by privacy risks and a lack of specialized training data for clinical applications. Synthetic data generation offers a solution to address this gap; standard pipelines often prompt LLMs using structur...

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Literature Corpus work
70284f0a-a87a-5e3b-a6c2-f9f3c0c6174c
DOI
10.64898/2026.01.30.26345239
Open publication

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Socially Grounded Exemplars Improve Synthetic Conversations for Health-Related Social Needs NavigationDOI 10.64898/2026.01.30.26345239
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