An English-language processing system that "learns" about new domains

  • Authors:
  • Bruce W. Ballard;John C. Lusth

  • Affiliations:
  • Duke University, Durham, North Carolina;Duke University, Durham, North Carolina

  • Venue:
  • AFIPS '83 Proceedings of the May 16-19, 1983, national computer conference
  • Year:
  • 1983

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Abstract

We are developing an English-language processing system called LDC with emphasis upon (a) small- or medium-sized office domains, as opposed to large relationalstyle databases; (b) mechanisms to learn about new domains and the English to be used in discussing them; and (c) capabilities for deep semantic processing, for example where English inputs can be phrased naturally, not merely as a notational variant for complete, formal queries. LDC consists of two major components and an external retrieval module. The first component, which we call "Prep," obtains information about a new domain and the language to be used in discussing it. The second, "user-phase," component of LDC resembles an ordinary NL processor, but (a) most decisions are determined from the preprocessed information appearing in the data files produced by Prep, and (b) the emphasis is upon the semantics of "layered" domains, described herein. In this paper we (1) present the motivation behind LDC; (2) summarize and give examples of the behavior of Prep; (3) provide an overview of the user-phase component; and (4) give examples of current and projected capabilities of the system.