The key assumption underlying the PRL is that for a paraphrase pair x 1 , x 2 , the semantic information is equivalent between the two sentences and only the syntactic information varies.
to impose such constraints, PRL is defined as we swap the semantic variables, keep the syntactic variables, and attempt to reconstruct the sentences (shown in Figure 3).