Currently we are using the sciSpacy trained model and while it is effective, we need to use one that is better suited for the COVID data. I recommend we train a new model using the json tags from this: https://xuanwang91.github.io/2020-03-20-cord19-ner/
Currently we are using the sciSpacy trained model and while it is effective, we need to use one that is better suited for the COVID data. I recommend we train a new model using the json tags from this: https://xuanwang91.github.io/2020-03-20-cord19-ner/
Spacy doc on how to train: https://spacy.io/usage/training#ner
COVID-19 model:![image](https://user-images.githubusercontent.com/11846453/80835392-a9626100-8bc0-11ea-9e98-8604c3c6fb3c.png)
sciSpacyBioNLP13cg_md![image](https://user-images.githubusercontent.com/11846453/80835351-95b6fa80-8bc0-11ea-99cf-d63df8e1251c.png)