[Hindi]NLP 22# Named Entity Recognition P.1 |NLP|Python 3|Natural Language Processing|2019

Code:

# -*- coding: utf-8 -*-
"""NLP_Ex15.ipynb

Automatically generated by Colaboratory.

"""

import spacy

nlp = spacy.load('en_core_web_sm')

def show_ents(doc):
if doc.ents:
for ent in doc.ents:
print(ent.text+' - '+ent.label_+' - '+str(spacy.explain(ent.label_)))
else:
print('No entites found!!!')

doc = nlp(u"Hi, How are you?")

show_ents(doc)

doc = nlp(u"may i go to New York, next May to see Statue of Liberty?")

show_ents(doc)

doc = nlp(u"Can I please have 500 dollars for Microsoft Stocks?")

show_ents(doc)

doc = nlp(u"Tesla to build a U.K. factory for $6 million")

show_ents(doc)

from spacy.tokens import Span

ORG = doc.vocab.strings[u"ORG"]

ORG

new_ent = Span(doc,0,1,label=ORG)

doc.ents = list(doc.ents)+[new_ent]

show_ents(doc)

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[Hindi]NLP 22# Named Entity Recognition P.1 |NLP|Python 3|Natural Language Processing|2019