Adding Semantics to Data-Driven Paraphrasing

@inproceedings{Pavlick2015AddingST,
  title={Adding Semantics to Data-Driven Paraphrasing},
  author={Ellie Pavlick and Johan Bos and M. Nissim and Charley Beller and Benjamin Van Durme and Chris Callison-Burch},
  booktitle={ACL},
  year={2015}
}
  • Ellie Pavlick, Johan Bos, +3 authors Chris Callison-Burch
  • Published in ACL 2015
  • Computer Science
  • We add an interpretable semantics to the paraphrase database (PPDB). To date, the relationship between phrase pairs in the database has been weakly defined as approximately equivalent. We show that these pairs represent a variety of relations, including directed entailment (little girl/girl) and exclusion (nobody/someone). We automatically assign semantic entailment relations to entries in PPDB using features derived from past work on discovering inference rules from text and semantic taxonomy… CONTINUE READING
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