Such corpora have also been created manually through crowdsourcing (Chen and Dolan, 2011).
unlike in the pure similarity-based method, P Hvst is constrained by the paraphrase patterns derived from the set of highquality paraphrases, P Seed , and will therefore gen-erally exclude the kind of semantically similar but non-equivalent pairs that contextual similarity alone tends to extract alongside real paraphrases.