In <cite>Marton et al. (2013)</cite> , we investigated morphological features for dependency parsing of Modern Standard Arabic (MSA). <cite>We</cite> used both the MaltParser (Nivre, 2008) and the Easy-First Parser (Goldberg and Elhadad, 2010) . Since the Easy-First Parser performed better, we use it in all experiments reported in this paper.