def fast_semantic_similarity(word1, word2):
syns1 = cached_synonyms(word1)
syns1.append(word1)
syns2 = cached_synonyms(word2)
syns2.append(word2)
for s1 in syns1:
if s1 in syns2:
return 1
return 0
def apply_rule(s, constraints):
assert (len(s) == 1)
return cached_synonyms(s[0], sum(constraints.lengths) + 2)
def apply_rule(s, constraints):
assert(len(s) == 1)
return cached_synonyms(s[0], sum(constraints.lengths) + 2)
def syn(s, phrasing):
assert(len(s) == 1)
return cached_synonyms(s[0], sum(phrasing.lengths) + 2)
