Dependency Grammar Induction via Bitext Projection Constraints

@inproceedings{2009DependencyGI,
  title={Dependency Grammar Induction via Bitext Projection Constraints},
  author={},
  year={2009}
}
  • Published 2009
Broad-coverage annotated treebanks necessary to train parsers do not exist for many resource-poor languages. The wide availability of parallel text and accurate parsers in English has opened up the possibility of grammar induction through partial transfer across bitext. We consider generative and discriminative models for dependency grammar induction that use word-level alignments and a source language parser (English) to constrain the space of possible target trees. Unlike previous approaches… CONTINUE READING
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