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Forecasting COVID-19 Caseloads Using Unsupervised Embedding Clusters of Social Media Posts
We present a novel approach incorporating transformer-based language models into infectious disease modelling. Text-derived features …
Felix Drinkall, Stefan Zohren, Janet B. Pierrehumbert
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Predicting COVID-19 cases using Reddit posts and other online resources
This paper evaluates the ability to predict COVID-19 caseloads in local areas using the text of geographically specific subreddits, in …
Felix Drinkall, Janet B. Pierrehumbert
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