Extrinsic parse selection

  • Authors:
  • David Goss-Grubbs

  • Affiliations:
  • University of Washington, Seattle, WA

  • Venue:
  • HLT-SRWS '10 Proceedings of the NAACL HLT 2010 Student Research Workshop
  • Year:
  • 2010

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Abstract

This paper reports on one aspect of Locutus, a natural language interface to databases (NLIDB) which uses the output of a high-precision broad-coverage grammar to build semantic representations and ultimately SQL queries. Rather than selecting just a subset of the parses provided by the grammar to use in further processing, Locutus uses all of them. If the meaning of a parse does not conform to the semantic domain of the database, no query is built for it. Thus, intended parses are chosen extrinsically. The parser gives an average of 3.01 parses to the sentences in the Geoquery250 corpus. Locutus generates an average of 1.02 queries per sentence for this corpus, all of them correct.