Zac E. Imel - RankMe

28 papers A 9Misc 2Journal 11Unranked 6

Year	Rank	Type	Title / Venue / Authors
2023	—	`conf`	Logic-driven Indirect Supervision: An Application to Crisis Counseling. ACL (1) Mattia Medina Grespan, Meghan Broadbent, Xinyao Zhang, Katherine Axford, Brent Kious, Zac E. Imel, Vivek Srikumar
2022	J	`jnl`	Do as I say, not as I do: Therapist Evaluation of a Practice and Supervision Aid. Proc. ACM Hum. Comput. Interact. Patty Kuo, Christina Soma, Katherine Axford, Tad Hirsch, Zac E. Imel, Jake Van Epps
2022	—	`conf`	Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios. EMNLP (Findings) Zhuohao Chen, Nikolaos Flemotomos, Zac E. Imel, David C. Atkins, Shrikanth Narayanan
2022	J	`jnl`	Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios. CoRR Zhuohao Chen, Nikolaos Flemotomos, Zac E. Imel, David C. Atkins, Shrikanth Narayanan
2022	J	`jnl`	Multi-Label Multi-Task Deep Learning for Behavioral Coding. IEEE Trans. Affect. Comput. James Gibson, David C. Atkins, Torrey A. Creed, Zac E. Imel, Panayiotis G. Georgiou, Shrikanth Narayanan
2021	J	`jnl`	"Am I A Good Therapist?" Automated Evaluation Of Psychotherapy Skills Using Speech And Language Technologies. CoRR 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
2021	—	`conf`	Feature Fusion Strategies for End-to-End Evaluation of Cognitive Behavior Therapy Sessions. EMBC Zhuohao Chen, Nikolaos Flemotomos, Victor Ardulov, Torrey A. Creed, Zac E. Imel, David C. Atkins, Shrikanth Narayanan
2020	J	`jnl`	A Label Proportions Estimation Technique for Adversarial Domain Adaptation in Text Classification. CoRR Zhuohao Chen, Karan Singla, David C. Atkins, Zac E. Imel, Shrikanth Narayanan
2020	J	`jnl`	Feature Fusion Strategies for End-to-End Evaluation of Cognitive Behavior Therapy Sessions. CoRR Zhuohao Chen, Nikolaos Flemotomos, Victor Ardulov, Torrey A. Creed, Zac E. Imel, David C. Atkins, Shrikanth Narayanan
2019	J	`jnl`	Detecting conversation topics in primary care office visits from transcripts of patient-provider interactions. J. Am. Medical Informatics Assoc. 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
2019	A	`conf`	Identifying Therapist and Client Personae for Therapeutic Alliance Estimation. INTERSPEECH Victor R. Martinez, Nikolaos Flemotomos, Victor Ardulov, Krishna Somandepalli, Simon B. Goldberg, Zac E. Imel, David C. Atkins, Shrikanth Narayanan
2019	Misc	`conf`	Improving the Prediction of Therapist Behaviors in Addiction Counseling by Exploiting Class Confusions. ICASSP Zhuohao Chen, Karan Singla, James Gibson, Dogan Can, Zac E. Imel, David C. Atkins, Panayiotis G. Georgiou, Shrikanth S. Narayanan
2019	—	`conf`	Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes. ACL (1) Jie Cao, Michael Tanana, Zac E. Imel, Eric Poitras, David C. Atkins, Vivek Srikumar
2019	J	`jnl`	Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes. CoRR Jie Cao, Michael Tanana, Zac E. Imel, Eric Poitras, David C. Atkins, Vivek Srikumar
2018	A	`conf`	"It's hard to argue with a computer": Investigating Psychotherapists' Attitudes towards Automated Evaluation. Conference on Designing Interactive Systems Tad Hirsch, Christina Soma, Kritzia Merced, Patty Kuo, Aaron Dembe, Derek D. Caperton, David C. Atkins, Zac E. Imel
2018	J	`jnl`	Multi-label Multi-task Deep Learning for Behavioral Coding. CoRR James Gibson, David C. Atkins, Torrey A. Creed, Zac E. Imel, Panayiotis G. Georgiou, Shrikanth S. Narayanan
2017	J	`jnl`	Content Coding of Psychotherapy Transcripts Using Labeled Topic Models. IEEE J. Biomed. Health Informatics Garren Gaut, Mark Steyvers, Zac E. Imel, David C. Atkins, Padhraic Smyth
2017	A	`conf`	Designing Contestability: Interaction Design, Machine Learning, and Mental Health. Conference on Designing Interactive Systems Tad Hirsch, Kritzia Merced, Shrikanth S. Narayanan, Zac E. Imel, David C. Atkins
2016	A	`conf`	A Deep Learning Approach to Modeling Empathy in Addiction Counseling. INTERSPEECH James Gibson, Dogan Can, Bo Xiao, Zac E. Imel, David C. Atkins, Panayiotis G. Georgiou, Shrikanth S. Narayanan
2016	J	`jnl`	A technology prototype system for rating therapist empathy from audio recordings in addiction counseling. PeerJ Comput. Sci. Bo Xiao, Che-Wei Huang, Zac E. Imel, David C. Atkins, Panayiotis G. Georgiou, Shrikanth S. Narayanan
2016	A	`conf`	Behavioral Coding of Therapist Language in Addiction Counseling Using Recurrent Neural Networks. INTERSPEECH Bo Xiao, Dogan Can, James Gibson, Zac E. Imel, David C. Atkins, Panayiotis G. Georgiou, Shrikanth S. Narayanan
2016	Misc	`conf`	Developing an Automated Report Card for Addiction Counseling: The Counselor Observer Ratings Expert for MI (CORE-MI). AMIA Tad Hirsch, Geoff Gray, James Gibson, Shrikanth S. Narayanan, Zac E. Imel, David S. Atkins
2016	—	`conf`	Is Sentiment in Movies the Same as Sentiment in Psychotherapy? Comparisons Using a New Psychotherapy Sentiment Database. CLPsych@HLT-NAACL Michael Tanana, Aaron Dembe, Christina Soma, Zac E. Imel, David C. Atkins, Vivek Srikumar
2015	A	`conf`	Analyzing speech rate entrainment and its relation to therapist empathy in drug addiction counseling. INTERSPEECH Bo Xiao, Zac E. Imel, David C. Atkins, Panayiotis G. Georgiou, Shrikanth S. Narayanan
2015	A	`conf`	Assessing empathy using static and dynamic behavior models based on therapist's language in addiction counseling. INTERSPEECH Sandeep Nallan Chakravarthula, Bo Xiao, Zac E. Imel, David C. Atkins, Panayiotis G. Georgiou
2015	—	`conf`	Recursive Neural Networks for Coding Therapist and Patient Behavior in Motivational Interviewing. CLPsych@HLT-NAACL Michael Tanana, Kevin Hallgren, Zac E. Imel, David C. Atkins, Padhraic Smyth, Vivek Srikumar
2014	A	`conf`	Modeling therapist empathy through prosody in drug addiction counseling. INTERSPEECH Bo Xiao, Daniel Bone, Maarten Van Segbroeck, Zac E. Imel, David C. Atkins, Panayiotis G. Georgiou, Shrikanth S. Narayanan
2013	A	`conf`	Modeling therapist empathy and vocal entrainment in drug addiction counseling. INTERSPEECH Bo Xiao, Panayiotis G. Georgiou, Zac E. Imel, David C. Atkins, Shrikanth S. Narayanan