The study presented in this article is dedicated to a syntactic parser for Romanian. The central goal of the presented technique is to learn a model which is able to discriminate between probability for a word to be head of another word in a dependency structure corresponding to a sentence in the considered language. The model described in this paper was trained on a dependency treebank linguistic resource and is intended to be used in order to develop a dependency syntactic parser.