Parsing the Wall Street Journal using a Lexical-Functional Grammar and Discriminative Estimation Techniques

@inproceedings{Riezler2002ParsingTW,
  title={Parsing the Wall Street Journal using a Lexical-Functional Grammar and Discriminative Estimation Techniques},
  author={Stefan Riezler and Tracy Holloway King and Ronald M. Kaplan and Richard S. Crouch and John T. Maxwell and Mark Johnson},
  booktitle={ACL},
  year={2002}
}
We present a stochastic parsing system consisting of a Lexical-Functional Grammar (LFG), a constraint-based parser and a stochastic disambiguation model. We report on the results of applying this system to parsing the UPenn Wall Street Journal (WSJ) treebank. The model combines full and partial parsing techniques to reach full grammar coverage on unseen data. The treebank annotations are used to provide partially labeled data for discriminative statistical estimation using exponential models… CONTINUE READING
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