Coronavirus Disease Research Community - COVID-19

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Published June 15, 2021 | Version v4
Journal article Open

A Comparative Dataset: Bridging COVID-19 and Other Diseases through Epistemonikos and CORD-19 Evidence

Creators

  • 1. National Center for Artificial Intelligence
  • 2. Pontificia Universidad Católica de Chile

Description

This is the dataset for COVID-19 document type screening. 

It is composed of: 

- Epistemonikos train dataset 

- CORD-19 test dataset adapted for Evidence Based Medicine domain

- XLNET model fine-tuned on Epistemonikos dataset. 

- BioBERT model fine-tuned on Epistemonikos dataset.

Scripts to run experiments can be found at: https://github.com/afcarvallo/covid_19_document_type_screening

Files

CORD19_full_labels.csv

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