Non-Pharmaceutical Intervention Discovery with Topic Modeling

September 10, 2020 ยท Declared Dead ยท ๐Ÿ› arXiv.org

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Authors Jonathan Smith, Borna Ghotbi, Seungeun Yi, Mahboobeh Parsapoor arXiv ID 2009.13602 Category cs.CL: Computation & Language Cross-listed cs.LG Citations 4 Venue arXiv.org Last Checked 5 months ago
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.
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