As remarked above, previous researchers have used the corpus in slightly different ways; we believe that the results of<cite> Dinu and Lapata (2010)</cite> are fully comparable, while those of Thater et al. (2010) were attained on a slightly smaller dataset with parameters set through cross-validation.