GPT models for text annotation: An empirical exploration in public policy research.

Text annotation, the practice of labeling text following a predetermined scheme, is essential to qualitative public policy research. Despite its importance, annotating large qualitative data faces challenges of high labor and time costs. Recent developments in large language models (LLMs), specifica...

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Detalles Bibliográficos

Publicado en:	Policy Studies Journal Vol. 54; no. 1; pp. 1 - 18
Autores principales:	Churchill, Alexander, Pichika, Shamitha, Xu, Chengxin, Liu, Ying
Formato:	Artículo
Publicado:	Wiley-Blackwell Feb2026
Materias:	Contextual analysis Nursing care facilities Government policy Generative pre-trained transformers Annotations Language models Prompt engineering
Acceso en línea:	Ver este registro en EBSCOhost