Search Results for author: Katie Matton

Found 3 papers, 0 papers with code

MedFuzz: Exploring the Robustness of Large Language Models in Medical Question Answering

no code implementations3 Jun 2024 Robert Osazuwa Ness, Katie Matton, Hayden Helm, Sheng Zhang, Junaid Bajwa, Carey E. Priebe, Eric Horvitz

Medical question-answering benchmarks rely on assumptions consistent with quantifying LLM performance but that may not hold in the open world of the clinic.

MedQA Question Answering

Quantifying the Effects of COVID-19 on Mental Health Support Forums

no code implementations EMNLP (NLP-COVID19) 2020 Laura Biester, Katie Matton, Janarthanan Rajendran, Emily Mower Provost, Rada Mihalcea

The COVID-19 pandemic, like many of the disease outbreaks that have preceded it, is likely to have a profound effect on mental health.

When to Intervene: Detecting Abnormal Mood using Everyday Smartphone Conversations

no code implementations25 Sep 2019 John Gideon, Katie Matton, Steve Anderau, Melvin G McInnis, Emily Mower Provost

Predicting when to intervene is challenging because there is not a single measure that is relevant for every person: different individuals may have different levels of symptom severity considered typical.

Anomaly Detection

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