Unlike<cite> Nivre et al. (2010)</cite> , we did not use an external part-of-speech tagger to annotate the data of the development set. To minimize preprocessing of the data, we choose to have part-ofspeech tagging as an internal part of the parsing model, which therefore, takes raw input.