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test_wsd.py
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test_wsd.py
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#!/usr/bin/env python -*- coding: utf-8 -*-
bank_sents = ['I went to the bank to deposit my money',
'The river bank was full of dead fishes']
plant_sents = ['The workers at the industrial plant were overworked',
'The plant was no longer bearing flowers']
print "======== TESTING simple_lesk ===========\n"
from lesk import simple_lesk
print "#TESTING simple_lesk() ..."
print "Context:", bank_sents[0]
answer = simple_lesk(bank_sents[0],'bank')
print "Sense:", answer
print "Definition:",answer.definition
print
print "#TESTING simple_lesk() with POS ..."
print "Context:", bank_sents[1]
answer = simple_lesk(bank_sents[1],'bank','n')
print "Sense:", answer
print "Definition:",answer.definition
print
print "#TESTING simple_lesk() with POS and stems ..."
print "Context:", plant_sents[0]
answer = simple_lesk(plant_sents[0],'plant','n', True)
print "Sense:", answer
print "Definition:",answer.definition
print
print "======== TESTING adapted_lesk ===========\n"
from lesk import adapted_lesk
print "#TESTING adapted_lesk() ..."
print "Context:", bank_sents[0]
answer = adapted_lesk(bank_sents[0],'bank')
print "Sense:", answer
print "Definition:",answer.definition
print
print "======== TESTING cosine_lesk ===========\n"
from lesk import cosine_lesk
print "#TESTING adapted_lesk() ..."
print "Context:", bank_sents[0]
answer = cosine_lesk(bank_sents[0],'bank')
print "Sense:", answer
print "Definition:",answer.definition
print
print "======== TESTING baseline ===========\n"
from baseline import random_sense, first_sense
from baseline import max_lemma_count as most_frequent_sense
print "#TESTING random_sense() ..."
print "Context:", bank_sents[0]
answer = random_sense('bank')
print "Sense:", answer
print "Definition:",answer.definition
print
print "#TESTING first_sense() ..."
print "Context:", bank_sents[0]
answer = first_sense('bank')
print "Sense:", answer
print "Definition:",answer.definition
print
print "#TESTING most_frequent_sense() ..."
print "Context:", bank_sents[0]
answer = most_frequent_sense('bank')
print "Sense:", answer
print "Definition:",answer.definition
print