Dependency Parsing and Domain Adaptation with Data-Driven LR Models and Parser Ensembles

Natural language parsing with data-driven dependency-based frameworks has received an increasing amount of attention in recent years, as observed in the shared tasks hosted by the Conference on Computational Natural Language Learning (CoNLL) in 2006 (Buchholz and Marsi, 2006) and 2007 (Nivre et al., 2007).