How to implement Stanford NER in Python?

To implement Stanford NER, we first need to implement proper tagger and word tokenizer to tokenize the words of a sentence.

from nltk.tag import StanfordNERTagger

from nltk.tokenize import word_tokenize

st = StanfordNERTagger()

text = ‘Put your text here’

tokenized_text = word_tokenize(text)

classified_text = st.tag(tokenized_text)

print(classified_text)

Here, classified_text will tag the words that are tokenized by using word tokenizer assigned to the variable ‘tokenized_text’.