Topic Modeling, Data Science, Machine Learning, NLP, Tips And Tricks.
need to set up a part-of-speech tagging pipeline and then pass that to the WordNet lemmatizer, which looks up words in a lexical database. spaCy uses word2vec to automatically infer the part of speech for us so it can lemmatize properly — much easier to use and faster, too. When using spaCy, make