Parser Adaptation and Projection with Quasi-Synchronous Grammar Features

@inproceedings{Smith2009ParserAA,
  title={Parser Adaptation and Projection with Quasi-Synchronous Grammar Features},
  author={David A. Smith and Jason Eisner},
  booktitle={EMNLP},
  year={2009}
}
We connect two scenarios in structured learning: adapting a parser trained on one corpus to another annotation style, and projecting syntactic annotations from one language to another. We propose quasisynchronous grammar (QG) features for these structured learning tasks. That is, we score a aligned pair of source and target trees based on local features of the trees and the alignment. Our quasi-synchronous model assigns positive probability to any alignment of any trees, in contrast to a… CONTINUE READING
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