Given the ongoing pandemic of Covid-19 which has had a devastating impact on society and economy, explosive growth biomedical literature, there been growing need to find suitable medical treatments therapeutics in short period time. Developing new can be expensive time consuming process. It practical re-purpose existing approved drugs put them clinical trial. Hence we propose CovidBERT, relatio...