At the moment all available NER approaches fall into two big categories: useful for applied NLP problems and oriented for primarily scientific development. Much work is in progress to close the gap but it is still wide especially after so-called BERT explosion. An excellent example of a library for applied NLP is spaCy covered in depth later.
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