We propose a BERT-based model for automatic behavioral scoring of a specific type of psychotherapy, called Cognitive Behavioral Therapy (CBT).

Oct 22, 2021 · We propose a BERT-based model for automatic behavioral scoring of a specific type of psychotherapy, called Cognitive Behavioral Therapy (CBT).

Recent advances in deep contextualized language models offer an avenue for accurate in-domain linguistic representations which can lead to robust recognition ...

A BERT-based model is proposed for automatic behavioral scoring of a specific type of psychotherapy, called Cognitive Behavioral Therapy (CBT), ...

Nov 9, 2021 · The model focuses on the classification of therapy sessions with respect to the overall score achieved on the widely-used Cognitive Therapy ...

Oct 22, 2021 · In this work, we propose a BERT-based model for automatic behavioral scoring of a specific type of psychotherapy, called Cognitive. Behavioral ...

Feb 26, 2021 · Recent advances in deep contextualized language models offer an avenue for accurate in-domain linguistic representations which can lead to ...

Oct 29, 2021 · Sessions Through Highly Contextualized Language Representations ... ▷1,018 CBT sessions recorded in community health care centers,.

In this work, we propose a hierarchical framework to automatically evaluate the quality of transcribed Cognitive Behavioral Therapy (CBT) interactions.

This work examines how linguistic features can be effectively used to develop an automatic competency rating tool for CBT, and suggests that a real-world ...