def includes(answer,question):
count = 0
sentences_qus= sent_tokenize(question)
matching_count = 0
for sentence_qus in sentences_qus:
top = keywords.top(sentence_qus, nouns=True)
words_ans = word_tokenize(answer)
words_qus = word_tokenize(sentence_qus)
for word_qus in words_qus:
if word_qus == 'Include' or word_qus == 'include' or word_qus == 'Include:' :
for count,word in top:
for word_ans in words_ans:
if word == word_ans:
print word
matching_count = matching_count+1
#print matching_count
#print len(top)
defferent = len(top)- matching_count
if (defferent+2)== 0 or (defferent+2)== 1 or (defferent+2)== 2:
count = count + 0.5
return count
def note_body(answer,question):
count = 0
sentences_qus= sent_tokenize(question)
for sentence_qus in sentences_qus:
top = keywords.top(sentence_qus)
words_ans = word_tokenize(answer)
matching_count = 0
for count,word in top:
for word_ans in words_ans:
if word == word_ans:
print word
matching_count = matching_count+1
different = len(top)- matching_count
if (different+2)== 0 or (different+2)== 1 or (different+2)== 2:
count = count + 0.5
return count