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A fully statistical approach to natural language interfaces

Scott Miller, David G. Stallard, Robert Bobrow, Richard M. Schwartz

Annual Meeting of the Association for Computational Linguistics (ACL)
DOI: 10.3115/981863.981871 (Computer Science)
License: not stated (all rights reserved)

Abstract: We present a natural language interface system which is based entirely on trained statistical models.The system consists of three stages of processing: parsing, semantic interpretation, and discourse.Each of these stages is modeled as a statistical process.The models are fully integrated, resulting in an end-to-end system that maps input utterances into meaning representation frames.

Published on 01 Jan. 1996