from nltk.corpus import brown, stopwords
from nltk.wordnet import *
import math

PUNCTUATION = ['"', "''", '``', ';', ':', ',', '.', '--', '?', '!', '(', ')']

STOPWORDS = set(stopwords.words('english'))