tokens: In this paper , we introduce scispaCy , a specialized NLP library for processing biomedical texts which builds on the robust spaCy library,(spacy.io ) and document its performance relative to state of the art models for part of speech ( POS ) tagging , dependency parsing , named entity recognition ( NER ) and sentence segmentation .