I didn't try a wide range of libraries related to NLP but SpaCy is my best one so far. It is written in #Cython and it is 100 times faster than NLTK, and very Pythonic.
If you are familiar with the Python data science stack, spaCy is your Numpy for #NLP.

Code examples:
( https://lnkd.in/dXhzbJt )
( https://lnkd.in/dYtArJ7 )
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