Web-Scale Features for Full-Scale Parsing

@inproceedings{Bansal2011WebScaleFF,
  title={Web-Scale Features for Full-Scale Parsing},
  author={Mohit Bansal and Dan Klein},
  booktitle={ACL},
  year={2011}
}
Counts from large corpora (like the web) can be powerful syntactic cues. Past work has used web counts to help resolve isolated ambiguities, such as binary noun-verb PP attachments and noun compound bracketings. In this work, we first present a method for generating web count features that address the full range of syntactic attachments. These features encode both surface evidence of lexical affinities as well as paraphrase-based cues to syntactic structure. We then integrate our features into… CONTINUE READING
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