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Zac E. Imel

3 papers · 2016–2019 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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๐ŸŒ‰ Interdisciplinary Bridge ยท Bronze ๐Ÿงญ Keyword Pioneer ๐Ÿš€ Conference Pioneer

Venues

Interspeech (3)

Top co-authors

David C. Atkins (3) James Gibson (2) Panayiotis Georgiou (2) Bo Xiao (2) Shrikanth S. Narayanan (2) Dogan Can (2) Victor Ardulov (1) Victor R. Martinez (1) Krishna Somandepalli (1) Nikolaos Flemotomos (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Deep Learning (2) Healthcare & Medicine (2) Architectures (2) Clinical (2) Core AI (2) Core Methods (2) Learning Types (2) Application Areas (1)

Keywords

recurrent neural network (2) unsupervised clustering (1) text regression (1) behavioral modeling (1) deep neural network (1) gated recurrent unit (1) utterance classification (1) domain-specific embedding (1) motivational interviewing (1) behavioral analysis (1) behavior prediction (1) behavioral coding (1) empathy prediction (1) behavioral act (1) narrative analysis (1) therapeutic alliance (1) persona identification (1) text classification (1) addiction counseling (1)

Papers

Identifying Therapist and Client Personae for Therapeutic Alliance Estimation Interspeech 2019 A Deep Learning Approach to Modeling Empathy in Addiction Counseling Interspeech 2016 Behavioral Coding of Therapist Language in Addiction Counseling Using Recurrent Neural Networks Interspeech 2016