PWP generates realistic, diverse virtual patients via HEXACO personality parametrization, achieving clinician-rated realism close to human actors, wider behavioral range than baselines, and reduced oversharing while allowing trait recovery.
The Vendi Score: A Diversity Evaluation Metric for Machine Learning.Transactions on Machine Learning Research, 2023
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Patients With Personality: Realistic Patient Simulation through Controlled Diversity and Selective Disclosure
PWP generates realistic, diverse virtual patients via HEXACO personality parametrization, achieving clinician-rated realism close to human actors, wider behavioral range than baselines, and reduced oversharing while allowing trait recovery.