Supplementary Material: COVID-19 document type screening

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.

Epistemonikos XLNET models fine-tuned on Cord-19:

- Episte-XLNET fine-tuned with random sampling strategy. 

- Episte-XLNET fine-tuned with data augmentation strategy.

- Episte-XLNET fine-tuned with uncertainty sampling strategy (iteration 1 and 2). 

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