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Automated Quality Assessment of Cognitive Behavioral Therapy Sessions Through Highly Contextualized Language Representations


Feb 23, 2021
Nikolaos Flemotomos, Victor R. Martinez, Zhuohao Chen, Torrey A. Creed, David C. Atkins, Shrikanth Narayanan


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"Am I A Good Therapist?" Automated Evaluation Of Psychotherapy Skills Using Speech And Language Technologies


Feb 22, 2021
Nikolaos Flemotomos, Victor R. Martinez, Zhuohao Chen, Karan Singla, Victor Ardulov, Raghuveer Peri, Derek D. Caperton, James Gibson, Michael J. Tanana, Panayiotis Georgiou, Jake Van Epps, Sarah P. Lord, Tad Hirsch, Zac E. Imel, David C. Atkins, Shrikanth Narayanan


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Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning Approach


Jan 19, 2021
Ashish Sharma, Inna W. Lin, Adam S. Miner, David C. Atkins, Tim Althoff

* Accepted for publication at WWW 2021 

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A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health Support


Sep 17, 2020
Ashish Sharma, Adam S. Miner, David C. Atkins, Tim Althoff

* Accepted for publication at EMNLP 2020 

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Feature Fusion Strategies for End-to-End Evaluation of Cognitive Behavior Therapy Sessions


May 15, 2020
Zhuohao Chen, Nikolaos Flemotomos, Victor Ardulov, Torrey A. Creed, Zac E. Imel, David C. Atkins, Shrikanth Narayanan

* Submitted to Interspeech 2020 

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A Label Proportions Estimation Technique for Adversarial Domain Adaptation in Text Classification


Mar 26, 2020
Zhuohao Chen, Singla Karan, David C. Atkins, Zac E Imel, Shrikanth Narayanan

* add a proposition and a proof of it, correct typos 

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Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes


Jun 30, 2019
Jie Cao, Michael Tanana, Zac E. Imel, Eric Poitras, David C. Atkins, Vivek Srikumar

* Accepted to ACL 2019 

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Modeling Interpersonal Linguistic Coordination in Conversations using Word Mover's Distance


Apr 12, 2019
Md Nasir, Sandeep Nallan Chakravarthula, Brian Baucom, David C. Atkins, Panayiotis Georgiou, Shrikanth Narayanan


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Multi-label Multi-task Deep Learning for Behavioral Coding


Nov 05, 2018
James Gibson, David C. Atkins, Torrey Creed, Zac Imel, Panayiotis Georgiou, Shrikanth Narayanan


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