Bilingually-Constrained (Monolingual) Shift-Reduce Parsing

@inproceedings{Huang2009BilinguallyConstrainedS,
  title={Bilingually-Constrained (Monolingual) Shift-Reduce Parsing},
  author={Liang Huang and Wenbin Jiang and Qun Liu},
  booktitle={EMNLP},
  year={2009}
}
Jointly parsing two languages has been shown to improve accuracies on either or both sides. However, its search space is much bigger than the monolingual case, forcing existing approaches to employ complicated modeling and crude approximations. Here we propose a much simpler alternative,bilingually-constrained monolingual parsing, where a source-language parser learns to exploit reorderings as additional observation, but not bothering to build the target-side tree as well. We show specifically… CONTINUE READING
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