GERNERMED++: Semantic annotation in German medical NLP through transfer-learning, translation and word alignment

The training of our entity recognition model employs the entity recognition parser from the spaCy library which follows a transducer-based parsing approach with a BILOU scheme instead of a state-agnostic token tagging approach.

alignment annotation biomedical german library medical nlp paper parsing recognition semantic spacy state tagging through token training transfer translation word