- 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...
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...