... Dell’Orletta, 2009; Surdeanu and Man-ning, 2010), or their training is integrated, e.g. usingstacking (Nivre and McDonald, 2008; Attardi and Dell’Orletta, 2009; Surdeanu and Manning, 2010).Our work ... McDonald, 2008; Attardi and Dell’Orletta, 2009; Surdeanu and Manning, 2010).Essentially, all of these approaches combine dif-ferent dependency parsing systems, i.e. transition-based and graph-based. ... Australiareza@monash.eduMarzieh Razavi and Anoop SarkarSchool of Computing ScienceSimon Fraser UniversityVancouver, Canada{mrazavi,anoop}@cs.sfu.caAbstractWe combine multiple word representationsbased on semantic clusters...