From digital traces to public vaccination behaviors: leveraging large language models for big data classification

From digital traces to public vaccination behaviors: leveraging large language models for big data classification

IntroductionThe current study leverages large language models (LLMs) to capture health behaviors expressed in social media posts, focusing on COVID-19 vaccine-related content from 2020 to 2021.MethodsTo examine the capabilities of prompt engineering and fine-tuning approaches with LLMs, this study e...

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Bibliographic Details
Main Authors: Yoo Jung Oh, Muhammad Ehab Rasul, Emily McKinley, Christopher Calabrese
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-07-01
Series:Frontiers in Artificial Intelligence
Subjects:
artificial intelligence
large language models
LLMS
social media
COVID-19
vaccination
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2025.1602984/full
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