Note that values of the features f8 and f9 are weighted with −1, since they indicate the unlikelihood.
we first randomly sampled 30,000 definition sentence pairs from the 29,661,812 pairs, and collected 3,000 candidate phrase pairs that had the highest likelihood from them.