Towards the development of a statistical parser of Arabic language

Many syntactic parsers of Arabic language were developed during the last few years, but just few of them adopted the statistical approach and almost all of these parsers are based on supervised learning techniques. In this paper we present our efforts towards the development of a new statistical parser of Arabic language based on the unsupervised learning model.