Search Results for author: David Atkins

Found 5 papers, 0 papers with code

Psychotherapy is Not One Thing: Simultaneous Modeling of Different Therapeutic Approaches

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.

Multi-Label Classification

Towards end-2-end learning for predicting behavior codes from spoken utterances in psychotherapy conversations

no code implementations ACL 2020 Karan Singla, Zhuohao Chen, David Atkins, Shrikanth Narayanan

Spoken language understanding tasks usually rely on pipelines involving complex processing blocks such as voice activity detection, speaker diarization and Automatic speech recognition (ASR).

Action Detection Activity Detection +6

Social and linguistic behavior and its correlation to trait empathy

no code implementations WS 2016 Marina Litvak, Jahna Otterbacher, Chee Siang Ang, David Atkins

A growing body of research exploits social media behaviors to gauge psychological character-istics, though trait empathy has received little attention.

regression

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