While we do not achieve as high an f-score as the UML-DOP model in<cite> Bod (2006)</cite> , we will show that U-DOP* can operate without subtree sampling, and that the model can be trained on corpora that are two orders of magnitude larger than in<cite> Bod (2006)</cite> .