21fd621eb03fb948c1f48ec4a81821c1025d5739,gb/sense/disambiguation.py,Disambiguation,words_similarity,#Disambiguation#Any#Any#Any#,87

Before Change

                if (word1.text not in exclude) or (word2.text not in exclude):
                    pair_id1 = "%s %s" % (word1.text, word2.text)
                    pair_id2 = "%s %s" % (word2.text, word1.text)
                    if pair_id1 in self.cache:
                        local_score = self.cache[pair_id1]
                    elif pair_id2 in self.cache:
                        local_score = self.cache[pair_id2]
                    else:
                        sim = word1.similarity(word2)
                        prob1 = math.exp(word1.prob)
                        prob2 = math.exp(word2.prob)
                        local_score = 0.
                        if sim > SIMILARITY_THRESHOLD:
                            local_score = 1. / (prob1 * prob2 * sim)
                            self.cache[pair_id1] = local_score
                    score += local_score
                    count += 1
                    if 0 < MAX_COUNT <= count:
                        logging.debug("words similarity computed [interrupted: MAX_COUNT] (count: %s)" % count)

After Change

                        return score

        logging.debug("words similarity computed (count: %s)" % count)
        self.words_similarity_t += time.time() - start
        return score

    def best_sense(self, roots, aux_text, namespaces=None):
        start = time.time()

Instances