# Non-Pharmaceutical Intervention Discovery with Topic Modeling

arXiv: https://arxiv.org/abs/2009.13602 · HTML: https://mlsanity.com/paper/2009.13602/

## Key facts

- Cited by 2 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 10 Sep 2020.

## Built on by (most cited first, 2 of 2)

- [Transformer-Based Models for Question Answering on COVID19](https://mlsanity.com/paper/2101.11432/) (2021)
- [AI-powered Language Assessment Tools for Dementia](https://mlsanity.com/paper/2209.12652/) (2022)

## Abstract (arXiv)

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.