Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes

1 code implementation • ACL 2019 • Jie Cao, Michael Tanana, Zac E. Imel, Eric Poitras, David C. Atkins, Vivek Srikumar

Specifically, we address the problem of providing real-time guidance to therapists with a dialogue observer that (1) categorizes therapist and client MI behavioral codes and, (2) forecasts codes for upcoming utterances to help guide the conversation and potentially alert the therapist.

Is Sentiment in Movies the Same as Sentiment in Psychotherapy? Comparisons Using a New Psychotherapy Sentiment Database

no code implementations • WS 2016 • Michael Tanana, Aaron Dembe, Christina S. Soma, Zac Imel, David Atkins, Vivek Srikumar

Decision Making Sentiment Analysis

Recursive Neural Networks for Coding Therapist and Patient Behavior in Motivational Interviewing

no code implementations • WS 2015 • Michael Tanana, Kevin Hallgren, Zac Imel, David Atkins, Padhraic Smyth, Vivek Srikumar