mallamanis

#!/usr/bin/env python
import nltk
from nltk.stem.porter import PorterStemmer


def preprocessText(text):
	# To lower case
	text = text.lower();

	# Tokenize text

rgaidot

import nltk

text =  """Barack Hussein Obama II  (born August 4, 1961) is the 44th and current President of the United States. He is the first African American to hold the office. Obama previously served as a United States Senator from Illinois, from January 2005 until he resigned after his election to the presidency in November 2008."""

sentences = nltk.sent_tokenize(text)
tokenized_sentences = [nltk.word_tokenize(sentence) for sentence in sentences]
tagged_sentences = [nltk.pos_tag(sentence) for sentence in tokenized_sentences]
chunked_sentences = nltk.batch_ne_chunk(tagged_sentences, binary=True)

def extract_entity_names(t):