It is built on the backbone of weighted edit distance models, but learns to weight edit operations in a probabilistic regression framework.
we limited our experiments to bigram pFSM and pPDA models, and pruned the paraphrase table adopted from TERplus 5 to unigrams and bigrams, resulting in 2.5 million paraphrase pairs.