HowReadableIsThis is a simple application that anaylses the readability of your inputted text.
- A BERT-uncased model was trained on a set of readability data from the CommonLit Kaggle competition
- The model had a mean squared error of 0.56
- The fine-tuned BERT model was then deployed on Azure ML
NOTE: The site no longer functions as I have ran out of Azure credits (ML model is no longer hosted). http://howreadableisthis.herokuapp.com/