Zac E. Imel

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 27

Top Topics

Recursive Neural Networks

Audio Recordings

Top Venues

Conference on Designing Interactive Systems

Publications

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)
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 (2022)
Patty Kuo, Christina S. Soma, Katherine Axford, Tad Hirsch, Zac E. Imel, Jake J. 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) (2022)
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) (2022)
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)
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) (2022)
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)
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 (2021)
Zhuohao Chen, Singla Karan, David C. Atkins, Zac E. Imel, Shrikanth Narayanan
A Label Proportions Estimation Technique for Adversarial Domain Adaptation in Text Classification. CoRR (2020)
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 (2020)
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) (2019)
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)
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)
Jie Cao, Michael Tanana, Zac E. Imel, Eric Poitras, David C. Atkins, Vivek Srikumar
Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes. CoRR (2019)
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)
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 (2018)
Tad Hirsch, Christina S. 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)
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)
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) (2017)
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)
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 (2016)
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)
Michael Tanana, Aaron Dembe, Christina S. 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)
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)
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)
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)
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)
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)
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)