def normalize(self, word, tag="N"):
"""
Normalizes word using given tag. If no tag is given, NOUN is assumed.
"""
kind = NOUN
if tag.startswith("V"):
kind = VERB
elif tag.startswith("RB"):
kind = ADV
elif tag.startswith("J"):
kind = ADJ
return Word(word).lemmatize(kind).lower()
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