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language-engineering/gist:3945534

Created October 24, 2012 11:19
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gistfile1.py
from sussex_nltk import lemmatize_tagged, untag_sequence
#Given your review object, you can get tagged words from it
tagged_words = amazon_review.tagged_words()
#Lemmatise the words (required tagged words)
lemma_words = [lemmatize_tagged(tagged_word) for tagged_word in tagged_words]
#Remove the PoS tags in order to use the lemmas as features
features = untag_sequence(lemma_words)
print features
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