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Xin-Yao Zhang

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#small language model Sep 2026

Employing General-Purpose and Biomedical Large Language Models with Advanced Prompt Engineering for Pharmacoepidemiologic Study Design

Off-the-shelf general-purpose general-purpose LLMs currently offered more reliable support for pharmacoepidemiologic study design than the smaller biomedical LLMs evaluated.

Xin-Yao Zhang, Nicole Sonne Heckmann, Manuela Del Castillo Suero et al. · Pharmaceutical Research · 0 citations