David Atkins
8 papers · 2018–2022 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (7) π Renaissance Researcher (7)
πΊοΈ
Taxonomy Completionist
(22)
π
Interdisciplinary Bridge
ποΈ
Keyword Collector
(55)
Conferences
INTERSPEECH (3)
ACL (2)
EMNLP (2)
NAACL (1)
Top co-authors
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)
conversational agent
(1)
multi-modal fusion
(1)
conversational ai
(1)
linguistic feature
(1)
lexical feature
(1)
low-resource learning
(1)
spoken language understanding
(1)
attention mechanism
(1)
Papers
Psychotherapy is Not One Thing: Simultaneous Modeling of Different Therapeutic Approaches
NAACL 2022
Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios
EMNLP 2022
Towards end-2-end learning for predicting behavior codes from spoken utterances in psychotherapy conversations
ACL 2020
A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health Support
EMNLP 2020
Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes
ACL 2019
Computational Modeling of Conversational Humor in Psychotherapy
INTERSPEECH 2018
Using Prosodic and Lexical Information for Learning Utterance-level Behaviors in Psychotherapy
INTERSPEECH 2018
Language Features for Automated Evaluation of Cognitive Behavior Psychotherapy Sessions
INTERSPEECH 2018