46 citations · 49 across the 7 of their papers we have counts for
7 papers
Modeling of Therapist-Client Dynamics in Psychotherapy Using LLM-Based Assessments: An Empirical Study
Angela Chen, Siwei Jin, Canwen Wang +4
This study aimed to develop and validate a computational framework for modeling therapist--client interaction processes and to examine how therapist behaviors and relational qualit…
Simulating Couple Conflict: Designing A Multi-Agent System for Therapy Training and Practice
Canwen Wang, Angela Chen, Catherine Bao +5
Couples therapy requires managing complex, evolving emotional dynamics between partners, but traditional training methods for therapists, like role-play, lack realism, consistency,…
Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training
Keyeun Lee, Seolhee Lee, Esther Hehsun Kim +9
Effective communication training is essential to preparing nurses for high-quality patient care. While standardized patient (SP) simulations provide valuable experiential learning,…
Examining the Role of Relationship Alignment in Large Language Models
Kristen M. Altenburger, Hongda Jiang, Robert E. Kraut +2
The rapid development and deployment of Generative AI in social settings raise important questions about how to optimally personalize them for users while maintaining accuracy and…
What Makes Digital Support Effective? How Therapeutic Skills Affect Clinical Well-Being
Anna Fang, Wenjie Yang, Raj Sanjay Shah +4
Online mental health support communities have grown in recent years for providing accessible mental and emotional health support through volunteer counselors. Despite millions of p…
Agent-based Simulation for Online Mental Health Matching
Yuhan Liu, Anna Fang, Glen Moriarty +2
Online mental health communities (OMHCs) are an effective and accessible channel to give and receive social support for individuals with mental and emotional issues. However, a key…
Modeling Motivational Interviewing Strategies On An Online Peer-to-Peer Counseling Platform
Raj Sanjay Shah, Faye Holt, Shirley Anugrah Hayati +4
Millions of people participate in online peer-to-peer support sessions, yet there has been little prior research on systematic psychology-based evaluations of fine-grained peer-cou…