Transparent combination of rule-based and data-driven approaches in a speech understanding architecture

  • Authors:
  • Manny Rayner;Beth Ann Hockey

  • Affiliations:
  • NASA Ames Research Center, Moffett Field, CA;NASA Ames Research Center, Moffett Field, CA

  • Venue:
  • EACL '03 Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics - Volume 1
  • Year:
  • 2003

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Abstract

We describe a domain-independent semantic interpretation architecture suitable for spoken dialogue systems, which uses a decision-list method to effect a transparent combination of rule-based and data-driven approaches. The architecture has been implemented and evaluated in the context of a medium-vocabulary command and control task.