Nevertheless, as observed by Buchholz and Marsi (2006), it is striking that recent work on data-driven dependency parsing has been dominated by global, exhaustive, graph-based models, on the one hand, and local, greedy, transition-based models, on the other.
a careful comparative analysis of these model types appears highly relevant, and this is what we will try to provide in this article.