When we increased the threshold on the confidence that is used by the PT classifier on English to 0.9, the number of paraphrases reported by the inference algorithm decreased to 330 and the average number of similar words in a pair, increased.
s of that, the overall precision got improved to 72%, calculated over 250 evaluated pairs.