@InProceedings{yu-bohnet:2017:IWPT,
  author    = {Yu, Juntao  and  Bohnet, Bernd},
  title     = {Dependency Language Models for Transition-based Dependency Parsing},
  booktitle = {Proceedings of the 15th International Conference on Parsing Technologies},
  month     = {September},
  year      = {2017},
  address   = {Pisa, Italy},
  publisher = {Association for Computational Linguistics},
  pages     = {11--17},
  abstract  = {In this paper, we present an approach to improve the accuracy of a strong
	transition-based dependency parser by exploiting dependency language models
	that are extracted from a large parsed corpus. We integrated a small number of
	features based on the dependency language models into the parser. To
	demonstrate the effectiveness of the proposed approach, we evaluate our parser
	on standard English and Chinese data where the base parser could achieve
	competitive accuracy scores. Our enhanced parser achieved state-of-the-art
	accuracy on Chinese data and competitive results on English data. We gained a
	large absolute improvement of one point (UAS) on Chinese and 0.5
	points for English.},
  url       = {http://www.aclweb.org/anthology/W17-6302}
}