Emily Rosenzweig

ORCID: 0000-0002-8342-7004
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About
Contact & Profiles
Research Areas
  • Behavioral Health and Interventions
  • Health Policy Implementation Science
  • Digital Mental Health Interventions
  • Career Development and Diversity
  • Memory Processes and Influences
  • Clinical Reasoning and Diagnostic Skills
  • Innovative Teaching and Learning Methods
  • Epistemology, Ethics, and Metaphysics

Ascension
2024

Enzo Life Sciences (United States)
2024

Large language models (LLMs) have shown promise for task-oriented dialogue across a range of domains. The use LLMs in health and fitness coaching is under-explored. Behavior science frameworks such as COM-B, which conceptualizes behavior change terms capability (C), Opportunity (O) Motivation (M), can be used to architect interventions way that promotes sustained change. Here we aim incorporate principles into an LLM using two knowledge infusion techniques: coach message priming (where...

10.1371/journal.pdig.0000431 article EN cc-by PLOS Digital Health 2024-04-02

10.1016/j.obhdp.2024.104354 article EN Organizational Behavior and Human Decision Processes 2024-07-25

Abstract Large language models (LLMs) have shown promise for task-oriented dialogue across a range of domains. The use LLMs in health and fitness coaching is under-explored. Behavior science frameworks such as COM-B, which conceptualizes behavior change terms capability (C), Opportunity (O) Motivation (M), can be used to architect interventions way that promotes sustained change. Here we aim incorporate principles into an LLM using two knowledge infusion techniques: coach message priming...

10.1101/2023.03.31.23287995 preprint EN cc-by-nc-nd medRxiv (Cold Spring Harbor Laboratory) 2023-04-03
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