Julia Parish-Morris
7 papers · 2018–2023 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (13) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π
Keyword Champion
(4)
π
Renaissance Researcher
(7)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(4)
Application Areas
(2)
Learning Types
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Speech & Audio
(1)
Analysis
(1)
Applications Β· Reinforcement Learning
(1)
Applications Β· Natural Language Processing
(1)
Clinical
(1)
Keywords
autism spectrum disorder
(4)
acoustic feature
(3)
naturalistic conversation
(2)
speech analysis
(1)
gradient boosting
(1)
human-computer interaction
(1)
information entropy
(1)
domain knowledge
(1)
sparse reward
(1)
feature reduction
(1)
lexical feature
(1)
linguistic feature
(1)
conversation quality
(1)
lexical diversity
(1)
pre-trained transformer
(1)
limited data
(1)
text feature
(1)
clinical decision support
(1)
longitudinal study
(1)
autism detection
(1)
Papers
Automatically Predicting Perceived Conversation Quality in a Pediatric Sample Enriched for Autism
Interspeech 2023
Exploring with Sticky Mittens: Reinforcement Learning with Expert Interventions via Option Templates
CoRL 2022
Identifying stable speech-language markers of autism in children: Preliminary evidence from a longitudinal telephony-based study
NAACL 2022
Automatic Detection of Autism Spectrum Disorder in Children Using Acoustic and Text Features from Brief Natural Conversations
Interspeech 2019
Computational Linguistics for Enhancing Scientific Reproducibility and Reducing Healthcare Inequities
NAACL 2019
Using natural conversations to classify autism with limited data: Age matters
NAACL 2019
Oral-Motor and Lexical Diversity During Naturalistic Conversations in Adults with Autism Spectrum Disorder
NAACL 2018