A Universal Framework for Inductive Transfer Parsing across Multi-typed Treebanks

@inproceedings{Guo2016AUF,
  title={A Universal Framework for Inductive Transfer Parsing across Multi-typed Treebanks},
  author={Jiang Guo and Wanxiang Che and Haifeng Wang and Ting Liu},
  booktitle={COLING},
  year={2016}
}
Various treebanks have been released for dependency parsing. Despite that treebanks may belong to different languages or have different annotation schemes, they contain common syntactic knowledge that is potential to benefit each other. This paper presents a universal framework for transfer parsing across multi-typed treebanks with deep multi-task learning. We consider two kinds of treebanks as source: the multilingual universal treebanks and the monolingual heterogeneous treebanks. Knowledge… CONTINUE READING