39 citations · 64 across the 5 of their papers we have counts for
5 papers
Local dynamic mode of Cognitive Behavioral Therapy
Victor Ardulov, Torrey A. Creed, David C. Atkins +1
In order to increase mental health equity among the most vulnerable and marginalized communities, it is important to increase access to high-quality therapists. One facet of addres…
An Automated Quality Evaluation Framework of Psychotherapy Conversations with Local Quality Estimates
Zhuohao Chen, Nikolaos Flemotomos, Karan Singla +3
Text-based computational approaches for assessing the quality of psychotherapy are being developed to support quality assurance and clinical training. However, due to the long dura…
Automated Quality Assessment of Cognitive Behavioral Therapy Sessions Through Highly Contextualized Language Representations
Nikolaos Flemotomos, Victor R. Martinez, Zhuohao Chen +3
During a psychotherapy session, the counselor typically adopts techniques which are codified along specific dimensions (e.g., 'displays warmth and confidence', or 'attempts to set…
Feature Fusion Strategies for End-to-End Evaluation of Cognitive Behavior Therapy Sessions
Zhuohao Chen, Nikolaos Flemotomos, Victor Ardulov +4
Cognitive Behavioral Therapy (CBT) is a goal-oriented psychotherapy for mental health concerns implemented in a conversational setting with broad empirical support for its effectiv…
Multi-label Multi-task Deep Learning for Behavioral Coding
James Gibson, David C. Atkins, Torrey Creed +3
We propose a methodology for estimating human behaviors in psychotherapy sessions using mutli-label and multi-task learning paradigms. We discuss the problem of behavioral coding i…