Developing and Evaluating a Probabilistic LR Parser of Part-of-Speech and Punctuation Labels

@article{Briscoe1995DevelopingAE,
  title={Developing and Evaluating a Probabilistic LR Parser of Part-of-Speech and Punctuation Labels},
  author={Ted Briscoe and John A. Carroll},
  journal={CoRR},
  year={1995},
  volume={abs/cmp-lg/9510005}
}
We describe an approach to robust domain-independent syntactic parsing of unrestricted naturally-occurring (English) input. The technique involves parsing sequences of part-of-speech and punctuation labels using a unification-based grammar coupled with a proba-bilistic LR parser. We describe the coverage of several corpora using this grammar and report the results of a parsing experiment using probabilities derived from bracketed training data. We report the first substantial experiments to… CONTINUE READING
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