论文标题

主题建模的非药物干预发现

Non-Pharmaceutical Intervention Discovery with Topic Modeling

论文作者

Smith, Jonathan, Ghotbi, Borna, Yi, Seungeun, Parsapoor, Mahboobeh

论文摘要

我们考虑发现在不断发展的COVID-19大流行期间发现非药物干预措施类别的任务。我们探索具有国家和国际范围的两个语料库的主题建模。这些模型与人类干预标签相比,发现现有类别,同时减少了人类的努力。

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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