Ontonotes-5-parsing: parser of Ontonotes 5.0 to transform this corpus to a simple JSON format.
Sequence-to-sequence classifier based on LSTM with the simple sklearn-like interface
Deep-NER: named entity recognizer based on ELMo or BERT as embeddings and CRF as final classifier
Text classifier, based on the BERT and a Bayesian neural network, which can train on small labeled texts and doubt its decision
Text tagger, based on the ELMo embeddings and recurrent neural network, with the simple sklearn-like interface