Natural Language Processing of German texts - Part 3: Introducing transformer models to predict ratings
Using a unique German data set containing ratings and comments on doctors, we build a Binary Text Classifier. In this third part, we introduce a state of the art model based on the transformer architecture, namely BERT. Using the transformers library for tensorflow, we push our ability to predict the sentiment of comments towards its limit.
more ...