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Virtual Agent for Real-Time Motivational Interviewing by Integrating Adaptive Nonverbal Behavior and Language Models
Published on: December 23, 2025
Sarah Atkins1, Celia Roberts2, Kamila Hawthorne3
1Centre for Research in Applied Linguistics, Trent Building, University of Nottingham, Nottingham, NG7 2RD, UK. Sarah.Atkins@nottingham.ac.uk.
Simulated patient consultations in medical training assess performance, not real communication. Sociolinguistic analysis reveals these simulations may distort assessment, highlighting the need for validity beyond mere reproducibility.
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