David C. Atkins

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 41

Top Topics

Fusion Strategies

Top Venues

Conference on Designing Interactive Systems

CLPsych@HLT-NAACL

Publications

Ashish Sharma, Inna W. Lin, Adam S. Miner, David C. Atkins, Tim Althoff
Human-AI collaboration enables more empathic conversations in text-based peer-to-peer mental health support. Nat. Mac. Intell. 5 (1) (2023)
Ashish Sharma, Inna W. Lin, Adam S. Miner, David C. Atkins, Tim Althoff
Human-AI Collaboration Enables More Empathic Conversations in Text-based Peer-to-Peer Mental Health Support. CoRR (2022)
Zhuohao Chen, Nikolaos Flemotomos, Zac E. Imel, David C. Atkins, Shrikanth Narayanan
Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios. CoRR (2022)
Zhuohao Chen, Nikolaos Flemotomos, Karan Singla, Torrey A. Creed, David C. Atkins, Shrikanth Narayanan
An automated quality evaluation framework of psychotherapy conversations with local quality estimates. Comput. Speech Lang. 75 (2022)
Zhuohao Chen, Nikolaos Flemotomos, Zac E. Imel, David C. Atkins, Shrikanth Narayanan
Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios. EMNLP (Findings) (2022)
Victor Ardulov, Torrey A. Creed, David C. Atkins, Shrikanth Narayanan
Local dynamic mode of Cognitive Behavioral Therapy. CoRR (2022)
James Gibson, David C. Atkins, Torrey A. Creed, Zac E. Imel, Panayiotis G. Georgiou, Shrikanth Narayanan
Multi-Label Multi-Task Deep Learning for Behavioral Coding. IEEE Trans. Affect. Comput. 13 (1) (2022)
Zhuohao Chen, Nikolaos Flemotomos, Karan Singla, Torrey A. Creed, David C. Atkins, Shrikanth Narayanan
An Automated Quality Evaluation Framework of Psychotherapy Conversations with Local Quality Estimates. CoRR (2021)
Ashish Sharma, Inna W. Lin, Adam S. Miner, David C. Atkins, Tim Althoff
Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning Approach. WWW (2021)
Nikolaos Flemotomos, Victor R. Martinez, Zhuohao Chen, Torrey A. Creed, David C. Atkins, Shrikanth Narayanan
Automated Quality Assessment of Cognitive Behavioral Therapy Sessions Through Highly Contextualized Language Representations. CoRR (2021)
Zhuohao Chen, Nikolaos Flemotomos, Victor Ardulov, Torrey A. Creed, Zac E. Imel, David C. Atkins, Shrikanth Narayanan
Feature Fusion Strategies for End-to-End Evaluation of Cognitive Behavior Therapy Sessions. EMBC (2021)
Ashish Sharma, Inna W. Lin, Adam S. Miner, David C. Atkins, Tim Althoff
Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning Approach. CoRR (2021)
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
"Am I A Good Therapist?" Automated Evaluation Of Psychotherapy Skills Using Speech And Language Technologies. CoRR (2021)
Karan Singla, Zhuohao Chen, David C. Atkins, Shrikanth Narayanan
Towards end-2-end learning for predicting behavior codes from spoken utterances in psychotherapy conversations. ACL (2020)
Zhuohao Chen, Singla Karan, David C. Atkins, Zac E. Imel, Shrikanth Narayanan
A Label Proportions Estimation Technique for Adversarial Domain Adaptation in Text Classification. CoRR (2020)
Ashish Sharma, Adam S. Miner, David C. Atkins, Tim Althoff
A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health Support. EMNLP (1) (2020)
Zhuohao Chen, Nikolaos Flemotomos, Victor Ardulov, Torrey A. Creed, Zac E. Imel, David C. Atkins, Shrikanth Narayanan
Feature Fusion Strategies for End-to-End Evaluation of Cognitive Behavior Therapy Sessions. CoRR (2020)
Ashish Sharma, Adam S. Miner, David C. Atkins, Tim Althoff
A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health Support. CoRR (2020)
John M. Tracy, Yasin Özkanca, David C. Atkins, Reza Hosseini Ghomi
Investigating voice as a biomarker: Deep phenotyping methods for early detection of Parkinson's disease. J. Biomed. Informatics 104 (2020)
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
Detecting conversation topics in primary care office visits from transcripts of patient-provider interactions. J. Am. Medical Informatics Assoc. 26 (12) (2019)
Zhuohao Chen, Karan Singla, James Gibson, Dogan Can, Zac E. Imel, David C. Atkins, Panayiotis G. Georgiou, Shrikanth S. Narayanan
Improving the Prediction of Therapist Behaviors in Addiction Counseling by Exploiting Class Confusions. ICASSP (2019)
Nikolaos Flemotomos, Panayiotis G. Georgiou, David C. Atkins, Shrikanth S. Narayanan
Role Specific Lattice Rescoring for Speaker Role Recognition from Speech Recognition Outputs. ICASSP (2019)
Md. Nasir, Sandeep Nallan Chakravarthula, Brian R. Baucom, David C. Atkins, Panayiotis G. Georgiou, Shrikanth S. Narayanan
Modeling Interpersonal Linguistic Coordination in Conversations using Word Mover's Distance. CoRR (2019)
Victor R. Martinez, Nikolaos Flemotomos, Victor Ardulov, Krishna Somandepalli, Simon B. Goldberg, Zac E. Imel, David C. Atkins, Shrikanth Narayanan
Identifying Therapist and Client Personae for Therapeutic Alliance Estimation. INTERSPEECH (2019)
Jie Cao, Michael Tanana, Zac E. Imel, Eric Poitras, David C. Atkins, Vivek Srikumar
Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes. CoRR (2019)
Md. Nasir, Sandeep Nallan Chakravarthula, Brian R. W. Baucom, David C. Atkins, Panayiotis G. Georgiou, Shrikanth Narayanan
Modeling Interpersonal Linguistic Coordination in Conversations Using Word Mover's Distance. INTERSPEECH (2019)
Jie Cao, Michael Tanana, Zac E. Imel, Eric Poitras, David C. Atkins, Vivek Srikumar
Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes. ACL (1) (2019)
Nikolaos Flemotomos, Zhuohao Chen, David C. Atkins, Shrikanth S. Narayanan
Role Annotated Speech Recognition for Conversational Interactions. SLT (2018)
Anil Ramakrishna, Timothy Greer, David C. Atkins, Shrikanth S. Narayanan
Computational Modeling of Conversational Humor in Psychotherapy. INTERSPEECH (2018)
Karan Singla, Zhuohao Chen, Nikolaos Flemotomos, James Gibson, Dogan Can, David C. Atkins, Shrikanth S. Narayanan
Using Prosodic and Lexical Information for Learning Utterance-level Behaviors in Psychotherapy. INTERSPEECH (2018)
Nikolaos Flemotomos, Victor R. Martinez, James Gibson, David C. Atkins, Torrey A. Creed, Shrikanth S. Narayanan
Language Features for Automated Evaluation of Cognitive Behavior Psychotherapy Sessions. INTERSPEECH (2018)
James Gibson, David C. Atkins, Torrey A. Creed, Zac E. Imel, Panayiotis G. Georgiou, Shrikanth S. Narayanan
Multi-label Multi-task Deep Learning for Behavioral Coding. CoRR (2018)
Tad Hirsch, Christina S. Soma, Kritzia Merced, Patty Kuo, Aaron Dembe, Derek D. Caperton, David C. Atkins, Zac E. Imel
"It's hard to argue with a computer": Investigating Psychotherapists' Attitudes towards Automated Evaluation. Conference on Designing Interactive Systems (2018)
James Gibson, Dogan Can, Panayiotis G. Georgiou, David C. Atkins, Shrikanth S. Narayanan
Attention Networks for Modeling Behaviors in Addiction Counseling. INTERSPEECH (2017)
Tad Hirsch, Kritzia Merced, Shrikanth S. Narayanan, Zac E. Imel, David C. Atkins
Designing Contestability: Interaction Design, Machine Learning, and Mental Health. Conference on Designing Interactive Systems (2017)
Garren Gaut, Mark Steyvers, Zac E. Imel, David C. Atkins, Padhraic Smyth
Content Coding of Psychotherapy Transcripts Using Labeled Topic Models. IEEE J. Biomed. Health Informatics 21 (2) (2017)
Bo Xiao, Dogan Can, James Gibson, Zac E. Imel, David C. Atkins, Panayiotis G. Georgiou, Shrikanth S. Narayanan
Behavioral Coding of Therapist Language in Addiction Counseling Using Recurrent Neural Networks. INTERSPEECH (2016)
Bo Xiao, Che-Wei Huang, Zac E. Imel, David C. Atkins, Panayiotis G. Georgiou, Shrikanth S. Narayanan
A technology prototype system for rating therapist empathy from audio recordings in addiction counseling. PeerJ Comput. Sci. 2 (2016)
Rahul Gupta, Nishant Nath, Taruna Agrawal, Panayiotis G. Georgiou, David C. Atkins, Shrikanth S. Narayanan
Laughter Valence Prediction in Motivational Interviewing Based on Lexical and Acoustic Cues. INTERSPEECH (2016)
James Gibson, Dogan Can, Bo Xiao, Zac E. Imel, David C. Atkins, Panayiotis G. Georgiou, Shrikanth S. Narayanan
A Deep Learning Approach to Modeling Empathy in Addiction Counseling. INTERSPEECH (2016)
Michael Tanana, Aaron Dembe, Christina S. Soma, Zac E. Imel, David C. Atkins, Vivek Srikumar
Is Sentiment in Movies the Same as Sentiment in Psychotherapy? Comparisons Using a New Psychotherapy Sentiment Database. CLPsych@HLT-NAACL (2016)
Michael Tanana, Kevin Hallgren, Zac E. Imel, David C. Atkins, Padhraic Smyth, Vivek Srikumar
Recursive Neural Networks for Coding Therapist and Patient Behavior in Motivational Interviewing. CLPsych@HLT-NAACL (2015)
James Gibson, Nikolaos Malandrakis, Francisco Romero, David C. Atkins, Shrikanth S. Narayanan
Predicting therapist empathy in motivational interviews using language features inspired by psycholinguistic norms. INTERSPEECH (2015)
Rahul Gupta, Theodora Chaspari, Panayiotis G. Georgiou, David C. Atkins, Shrikanth S. Narayanan
Analysis and modeling of the role of laughter in motivational interviewing based psychotherapy conversations. INTERSPEECH (2015)
Dogan Can, David C. Atkins, Shrikanth S. Narayanan
A dialog act tagging approach to behavioral coding: a case study of addiction counseling conversations. INTERSPEECH (2015)
Sandeep Nallan Chakravarthula, Bo Xiao, Zac E. Imel, David C. Atkins, Panayiotis G. Georgiou
Assessing empathy using static and dynamic behavior models based on therapist's language in addiction counseling. INTERSPEECH (2015)
Bo Xiao, Zac E. Imel, David C. Atkins, Panayiotis G. Georgiou, Shrikanth S. Narayanan
Analyzing speech rate entrainment and its relation to therapist empathy in drug addiction counseling. INTERSPEECH (2015)
Bo Xiao, Daniel Bone, Maarten Van Segbroeck, Zac E. Imel, David C. Atkins, Panayiotis G. Georgiou, Shrikanth S. Narayanan
Modeling therapist empathy through prosody in drug addiction counseling. INTERSPEECH (2014)
Rahul Gupta, Panayiotis G. Georgiou, David C. Atkins, Shrikanth S. Narayanan
Predicting client's inclination towards target behavior change in motivational interviewing and investigating the role of laughter. INTERSPEECH (2014)
Bo Xiao, Panayiotis G. Georgiou, Zac E. Imel, David C. Atkins, Shrikanth S. Narayanan
Modeling therapist empathy and vocal entrainment in drug addiction counseling. INTERSPEECH (2013)
Dogan Can, Panayiotis G. Georgiou, David C. Atkins, Shrikanth S. Narayanan
A Case Study: Detecting Counselor Reflections in Psychotherapy for Addictions using Linguistic Features. INTERSPEECH (2012)
Bo Xiao, Dogan Can, Panayiotis G. Georgiou, David C. Atkins, Shrikanth S. Narayanan
Analyzing the language of therapist empathy in Motivational Interview based psychotherapy. APSIPA (2012)