no code implementations • NAACL (CLPsych) 2022 • Maitrey Mehta, Derek Caperton, Katherine Axford, Lauren Weitzman, David Atkins, Vivek Srikumar, Zac Imel
Yet, NLP work in this area has been restricted to evaluating a single approach to treatment, when prior research indicates therapists used a wide variety of interventions with their clients, often in the same session.
no code implementations • 29 Oct 2018 • James Gibson, David C. Atkins, Torrey Creed, Zac Imel, Panayiotis Georgiou, Shrikanth Narayanan
We propose a methodology for estimating human behaviors in psychotherapy sessions using mutli-label and multi-task learning paradigms.