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Found 4 papers, 0 papers with code
Local dynamic mode of Cognitive Behavioral Therapy
In order to increase mental health equity among the most vulnerable and marginalized communities, it is important to increase access to high-quality therapists.
An Automated Quality Evaluation Framework of Psychotherapy Conversations with Local Quality Estimates
In particular, we model the global quality as a linear function of the local quality scores, which allows us to update the segment-level quality estimates based on the session-level quality prediction.
Automated Quality Assessment of Cognitive Behavioral Therapy Sessions Through Highly Contextualized Language Representations
In this work, we propose a BERT-based model for automatic behavioral scoring of a specific type of psychotherapy, called Cognitive Behavioral Therapy (CBT), where prior work is limited to frequency-based language features and/or short text excerpts which do not capture the unique elements involved in a spontaneous long conversational interaction.
Feature Fusion Strategies for End-to-End Evaluation of Cognitive Behavior Therapy Sessions
We propose a novel method to augment the word-based features with the utterance level tags for subsequent CBT code estimation.
