Preprint
Aug 2026
BALMS: Benchmarking Agentic LLMs for Longitudinal Mental Health Sensing
Mental health assessment relies on episodic self-report scales, which convert subjective states such as stress into numerical scores but provide only sparse snapshots of wellbeing. Wearable devices offer longitudinal behavioral and physiological signals for continuous, low-burden monitoring. Recent LLM-driven personal-...
Y. Wu, Arvind Pillai, Yu-Liang Chen et al.
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