notesum.ai

Published at November 27

An AI-Assisted Multi-Agent Dual Dialogue System to Support Mental Health Care Providers

cs.HC

Released Date: November 27, 2024

Authors: Onno P. Kampman¹, Ye Sheng Phang¹, Stanley Han¹, Michael Xing¹, Xinyi Hong¹, Hazirah Hoosainsah¹, Caleb Tan¹, Genta Indra Winata², Skyler Wang³, Creighton Heaukulani¹, Janice Huiqin Weng¹, Robert JT Morris¹

Aff.: ¹MOH Office for Healthcare Transformation, Singapore; ²Capital One; ³McGill University

Arxiv: http://arxiv.org/abs/2411.18429v1

	Response Generation Source
TES facet	Human	GPT-4o	Llama 3 70B	Llama 3 8B
`concern`	$4.48\pm 1.53$	$4.00\pm 1.66$ (-1.06, 0.29)	$5.20\pm 1.53$ (1.66, 0.10)	$5.16\pm 0.99$ (1.87, 0.07)
`resonate`	$4.12\pm 1.48$	$4.08\pm 1.61$ (-0.09, 0.93)	$4.84\pm 1.49$ (1.72, 0.09)	$5.08\pm 1.29$ (2.45, 0.02)
`warmth`	$4.52\pm 1.81$	$3.80\pm 1.87$ (-1.38, 0.17)	$5.04\pm 1.65$ (1.06, 0.29)	$5.28\pm 1.46$ (1.64, 0.11)
`attuned`	$4.08\pm 1.63$	$4.00\pm 1.58$ (-0.18, 0.86)	$5.08\pm 1.63$ (2.17, 0.04)	$4.80\pm 1.44$ (1.65, 0.10)
`cognitive`	$4.36\pm 1.58$	$3.84\pm 1.28$ (-1.28, 0.21)	$4.60\pm 1.83$ (0.50, 0.62)	$5.00\pm 1.08$ (1.67, 0.10)
`understanding`	$4.44\pm 1.83$	$3.84\pm 1.62$ (-1.23, 0.23)	$4.76\pm 1.79$ (0.63, 0.54)	$5.00\pm 1.55$ (1.17, 0.25)
`acceptance`	$4.80\pm 1.66$	$4.20\pm 1.71$ (-1.26, 0.21)	$5.32\pm 1.44$ (1.19, 0.24)	$5.44\pm 1.36$ (1.49, 0.14)
`average`	$4.40\pm 1.65$	$3.97\pm 1.62$	$4.98\pm 1.62$	$5.11\pm 1.31$