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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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