David C. Atkins

53 papers A* 3A 20Misc 2Journal 20Unranked 8

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