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NER and POS Tagging with NLTK and Python
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#Script tags POS and NER[Named Entity Recognition] for a supplied text file. | |
#Date: Nov 2 2012 | |
#Author: Hota Sobhan | |
import nltk | |
f = open('C:\Python27\Test_File.txt') | |
data = f.readlines() | |
#Parse the text file for NER with POS Tagging | |
for line in data: | |
tokens = nltk.word_tokenize(line) | |
tagged = nltk.pos_tag(tokens) | |
entities = nltk.chunk.ne_chunk(tagged) | |
print entities | |
f.close() |
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