Katie Matton
3 papers · 2019–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (13) π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Gold
π
Renaissance Researcher
(5)
β
The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(2)
Core AI
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Social
(1)
Keywords
domain adaptation
(1)
sentiment analysis
(1)
natural language processing
(1)
social media analysis
(1)
topic modeling
(1)
text analysis
(1)
speech analysis
(1)
hierarchical bayesian model
(1)
causal effect
(1)
explanation faithfulness
(1)
social bia
(1)
counterfactual generation
(1)
mental health
(1)
depression severity
(1)
bipolar disorder
(1)
large language model
(1)
mood detection
(1)
clinical interaction
(1)
covid-19 mental health
(1)
Papers
Walk the Talk? Measuring the Faithfulness of Large Language Model Explanations
ICLR 2025
Quantifying the Effects of COVID-19 on Mental Health Support Forums
EMNLP 2020
Into the Wild: Transitioning from Recognizing Mood in Clinical Interactions to Personal Conversations for Individuals with Bipolar Disorder
Interspeech 2019