Zac Imel
4 papers · 2019–2023 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(4)
Natural Language Processing
(4)
Applications
(3)
Artificial Intelligence
(2)
Healthcare & Medicine
(2)
Clinical
(2)
Core Methods
(2)
Learning Types
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Architectures
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Keywords
multi-label classification
(2)
transfer learning
(1)
low-resource learning
(1)
utterance classification
(1)
dialogue system
(1)
dialogue modeling
(1)
clinical nlp
(1)
logical rule
(1)
conversation analysis
(1)
behavior prediction
(1)
behavioral coding
(1)
indirect supervision
(1)
task augmentation
(1)
sequence forecasting
(1)
neural network
(1)
speech act classification
(1)
psychotherapy analysis
(1)
therapeutic approach
(1)
talk-turn classification
(1)
mental health nlp
(1)
Papers
Logic-driven Indirect Supervision: An Application to Crisis Counseling
ACL 2023
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
Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes
ACL 2019