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10/25/2022
Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios
In psychotherapy interactions, the quality of a session is assessed by c...
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03/28/2022
Human-AI Collaboration Enables More Empathic Conversations in Text-based Peer-to-Peer Mental Health Support
Advances in artificial intelligence (AI) are enabling systems that augme...
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06/15/2021
An Automated Quality Evaluation Framework of Psychotherapy Conversations with Local Quality Estimates
Computational approaches for assessing the quality of conversation-based...
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02/23/2021
Automated Quality Assessment of Cognitive Behavioral Therapy Sessions Through Highly Contextualized Language Representations
During a psychotherapy session, the counselor typically adopts technique...
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02/22/2021
Automated Evaluation Of Psychotherapy Skills Using Speech And Language Technologies
With the growing prevalence of psychological interventions, it is vital ...
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01/19/2021
Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning Approach
Online peer-to-peer support platforms enable conversations between milli...
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09/17/2020
A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health Support
Empathy is critical to successful mental health support. Empathy measure...
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05/15/2020
Feature Fusion Strategies for End-to-End Evaluation of Cognitive Behavior Therapy Sessions
Cognitive Behavioral Therapy (CBT) is a goal-oriented psychotherapy for ...
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06/30/2019
Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes
Automatically analyzing dialogue can help understand and guide behavior ...
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04/12/2019