David Atkins
8 papers · 2018–2022 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (22) π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Bronze π£ Hot Topic Early Bird π Keyword Champion (3)
π
Renaissance Researcher
(5)
ποΈ
Keyword Collector
(55)
Venues
Top co-authors
Research topics
Keywords
behavior prediction
(3)
behavioral coding
(3)
clinical speech analysis
(2)
multi-label classification
(2)
utterance classification
(2)
long short-term memory
(2)
dialogue system
(2)
rationale extraction
(1)
recurrent neural network
(1)
sentiment analysis
(1)
speech analysis
(1)
humor recognition
(1)
multimodal fusion
(1)
conversational agent
(1)
conversational ai
(1)
linguistic feature
(1)
lexical feature
(1)
low-resource learning
(1)
spoken language understanding
(1)
attention mechanism
(1)
Papers
Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios
EMNLP 2022
Psychotherapy is Not One Thing: Simultaneous Modeling of Different Therapeutic Approaches
NAACL 2022
A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health Support
EMNLP 2020
Towards end-2-end learning for predicting behavior codes from spoken utterances in psychotherapy conversations
ACL 2020
Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes
ACL 2019
Computational Modeling of Conversational Humor in Psychotherapy
Interspeech 2018
Language Features for Automated Evaluation of Cognitive Behavior Psychotherapy Sessions
Interspeech 2018
Using Prosodic and Lexical Information for Learning Utterance-level Behaviors in Psychotherapy
Interspeech 2018