Dependency parsing has achieved new states of the art using distributed word representations in neural networks, trained with large amounts of annotated data Ma et al., 2018;Che et al., 2018).
many languages are low-resource, with small or no treebanks, which presents a severe challenge in developing accurate parsing systems in those languages.