Katie Matton

3 papers · 2019–2025 · 3 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (3) 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird ❓ The Questioner

Conferences

EMNLP (1) ICLR (1) INTERSPEECH (1)

Top co-authors

Emily Mower Provost (2) Rada Mihalcea (1) John Guttag (1) Laura Biester (1) Janarthanan Rajendran (1) Emre Kiciman (1) Melvin G. McInnis (1) Robert Ness (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) mental health (1) depression severity (1) bipolar disorder (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