Dependency Parsing, the task of inferring a dependency structure over an input sentence, has gained a lot of research attention in the last couple of years, due in part to to the two CoNLL shared tasks Buchholz and Marsi, 2006) in which various dependency parsing algorithms were compared on various data sets.
of this research effort, we have a choice of several robust, efficient and accurate parsing algorithms.