Partial Training for a Lexicalized-Grammar Parser

@inproceedings{Clark2006PartialTF,
  title={Partial Training for a Lexicalized-Grammar Parser},
  author={Stephen Clark and James R. Curran},
  booktitle={HLT-NAACL},
  year={2006}
}
We propose a solution to the annotation bottleneck for statistical parsing, by exploiting the lexicalized nature of Combinatory Categorial Grammar (CCG). The parsing model uses predicate-argument dependencies for training, which are derived from sequences of CCG lexical categories rather than full derivations. A simple method is used for extracting dependencies from lexical category sequences, resulting in high precision, yet incomplete and noisy data. The dependency parsing model of Clark and… CONTINUE READING
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