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2020 – today
- 2023
[c17]Mattia Medina Grespan, Meghan Broadbent, Xinyao Zhang, Katherine Axford, Brent Kious, Zac E. Imel, Vivek Srikumar:
Logic-driven Indirect Supervision: An Application to Crisis Counseling. ACL (1) 2023: 11704-11722- 2022
- [j5]Patty Kuo, Christina Soma, Katherine Axford, Tad Hirsch, Zac E. Imel, Jake Van Epps:
Do as I say, not as I do: Therapist Evaluation of a Practice and Supervision Aid. Proc. ACM Hum. Comput. Interact. 6(CSCW2): 1-23 (2022) - [j4]James Gibson
, David C. Atkins, Torrey A. Creed, Zac E. Imel, Panayiotis G. Georgiou, Shrikanth Narayanan:
Multi-Label Multi-Task Deep Learning for Behavioral Coding. IEEE Trans. Affect. Comput. 13(1): 508-518 (2022) - [c16]Zhuohao Chen, Nikolaos Flemotomos, Zac E. Imel, David C. Atkins, Shrikanth Narayanan:
Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios. EMNLP (Findings) 2022: 5787-5795 - [i6]Zhuohao Chen, Nikolaos Flemotomos, Zac E. Imel, David C. Atkins, Shrikanth Narayanan:
Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios. CoRR abs/2210.14254 (2022) - 2021
- [c15]Zhuohao Chen, Nikolaos Flemotomos, Victor Ardulov, Torrey A. Creed, Zac E. Imel, David C. Atkins, Shrikanth Narayanan:
Feature Fusion Strategies for End-to-End Evaluation of Cognitive Behavior Therapy Sessions. EMBC 2021: 1836-1839 - [i5]Nikolaos Flemotomos, Victor R. Martinez, Zhuohao Chen, Karan Singla, Victor Ardulov, Raghuveer Peri, Derek D. Caperton, James Gibson, Michael J. Tanana, Panayiotis G. Georgiou, Jake Van Epps, Sarah P. Lord, Tad Hirsch, Zac E. Imel, David C. Atkins, Shrikanth Narayanan:
"Am I A Good Therapist?" Automated Evaluation Of Psychotherapy Skills Using Speech And Language Technologies. CoRR abs/2102.11265 (2021) - 2020
- [i4]Zhuohao Chen, Karan Singla, David C. Atkins, Zac E. Imel, Shrikanth Narayanan:
A Label Proportions Estimation Technique for Adversarial Domain Adaptation in Text Classification. CoRR abs/2003.07444 (2020) - [i3]Zhuohao Chen, Nikolaos Flemotomos, Victor Ardulov, Torrey A. Creed, Zac E. Imel, David C. Atkins, Shrikanth Narayanan:
Feature Fusion Strategies for End-to-End Evaluation of Cognitive Behavior Therapy Sessions. CoRR abs/2005.07809 (2020)
2010 – 2019
- 2019
- [j3]Jihyun Park, Dimitrios Kotzias, Patty Kuo, Robert L. Logan IV, Kritzia Merced, Sameer Singh, Michael Tanana, Efi Karra Taniskidou, Jennifer Elston-Lafata, David C. Atkins, Ming Tai-Seale, Zac E. Imel, Padhraic Smyth:
Detecting conversation topics in primary care office visits from transcripts of patient-provider interactions. J. Am. Medical Informatics Assoc. 26(12): 1493-1504 (2019) - [c14]Jie Cao, Michael Tanana, Zac E. Imel, Eric Poitras, David C. Atkins, Vivek Srikumar:
Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes. ACL (1) 2019: 5599-5611 - [c13]Zhuohao Chen, Karan Singla, James Gibson, Dogan Can, Zac E. Imel, David C. Atkins, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Improving the Prediction of Therapist Behaviors in Addiction Counseling by Exploiting Class Confusions. ICASSP 2019: 6605-6609 - [c12]Victor R. Martinez, Nikolaos Flemotomos, Victor Ardulov, Krishna Somandepalli, Simon B. Goldberg, Zac E. Imel, David C. Atkins, Shrikanth Narayanan:
Identifying Therapist and Client Personae for Therapeutic Alliance Estimation. INTERSPEECH 2019: 1901-1905 - [i2]Jie Cao, Michael Tanana, Zac E. Imel, Eric Poitras, David C. Atkins, Vivek Srikumar:
Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes. CoRR abs/1907.00326 (2019) - 2018
- [c11]Tad Hirsch, Christina Soma, Kritzia Merced, Patty Kuo, Aaron Dembe, Derek D. Caperton, David C. Atkins, Zac E. Imel:
"It's hard to argue with a computer": Investigating Psychotherapists' Attitudes towards Automated Evaluation. Conference on Designing Interactive Systems 2018: 559-571 - [i1]James Gibson, David C. Atkins, Torrey A. Creed, Zac E. Imel, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Multi-label Multi-task Deep Learning for Behavioral Coding. CoRR abs/1810.12349 (2018) - 2017
- [j2]Garren Gaut, Mark Steyvers, Zac E. Imel, David C. Atkins, Padhraic Smyth:
Content Coding of Psychotherapy Transcripts Using Labeled Topic Models. IEEE J. Biomed. Health Informatics 21(2): 476-487 (2017) - [c10]Tad Hirsch, Kritzia Merced, Shrikanth S. Narayanan, Zac E. Imel, David C. Atkins:
Designing Contestability: Interaction Design, Machine Learning, and Mental Health. Conference on Designing Interactive Systems 2017: 95-99 - 2016
- [j1]Bo Xiao, Che-Wei Huang, Zac E. Imel, David C. Atkins, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
A technology prototype system for rating therapist empathy from audio recordings in addiction counseling. PeerJ Comput. Sci. 2: e59 (2016) - [c9]Tad Hirsch, Geoff Gray, James Gibson, Shrikanth S. Narayanan, Zac E. Imel, David S. Atkins:
Developing an Automated Report Card for Addiction Counseling: The Counselor Observer Ratings Expert for MI (CORE-MI). AMIA 2016 - [c8]Bo Xiao, Dogan Can, James Gibson, Zac E. Imel, David C. Atkins, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Behavioral Coding of Therapist Language in Addiction Counseling Using Recurrent Neural Networks. INTERSPEECH 2016: 908-912 - [c7]James Gibson, Dogan Can, Bo Xiao, Zac E. Imel, David C. Atkins, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
A Deep Learning Approach to Modeling Empathy in Addiction Counseling. INTERSPEECH 2016: 1447-1451 - [c6]Michael Tanana, Aaron Dembe, Christina Soma, Zac E. Imel, David C. Atkins, Vivek Srikumar:
Is Sentiment in Movies the Same as Sentiment in Psychotherapy? Comparisons Using a New Psychotherapy Sentiment Database. CLPsych@HLT-NAACL 2016: 33-41 - 2015
- [c5]Sandeep Nallan Chakravarthula, Bo Xiao, Zac E. Imel, David C. Atkins, Panayiotis G. Georgiou:
Assessing empathy using static and dynamic behavior models based on therapist's language in addiction counseling. INTERSPEECH 2015: 668-672 - [c4]Bo Xiao, Zac E. Imel, David C. Atkins, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Analyzing speech rate entrainment and its relation to therapist empathy in drug addiction counseling. INTERSPEECH 2015: 2489-2493 - [c3]Michael Tanana, Kevin Hallgren, Zac E. Imel, David C. Atkins, Padhraic Smyth, Vivek Srikumar:
Recursive Neural Networks for Coding Therapist and Patient Behavior in Motivational Interviewing. CLPsych@HLT-NAACL 2015: 71-79 - 2014
- [c2]Bo Xiao, Daniel Bone, Maarten Van Segbroeck, Zac E. Imel, David C. Atkins, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Modeling therapist empathy through prosody in drug addiction counseling. INTERSPEECH 2014: 213-217 - 2013
- [c1]Bo Xiao, Panayiotis G. Georgiou, Zac E. Imel, David C. Atkins, Shrikanth S. Narayanan:
Modeling therapist empathy and vocal entrainment in drug addiction counseling. INTERSPEECH 2013: 2861-2865
Coauthor Index
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