Non-Pharmaceutical Intervention Discovery with Topic Modeling

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Jonathan Smith, Borna Ghotbi, Seungeun Yi, Mahboobeh Parsapoor

Published: 01 Jan 2020, Last Modified: 10 Mar 2025CoRR 2020EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: We consider the task of discovering categories of non-pharmaceutical interventions during the evolving COVID-19 pandemic. We explore topic modeling on two corpora with national and international scope. These models discover existing categories when compared with human intervention labels while reduced human effort needed.