Building a pipeline with spaCy

As mentioned earlier, spaCy can perform all the NLP functions such as PoS, name entity recognition, lemmatization, and so on. Table 3.1 shows these functions:

String name	Description
Tagger	Assigns PoS tags
Parser	Assigns dependency labels
Ner	Assigns named entities
entity_linker	Assigns knowledge base IDs to named entities; should be added after the entity recognizer
entity_ruler	Assigns named entities based on pattern rules and dictionaries
Textcat	Assigns text categories; exactly one category is predicted per document
...