A fully statistical approach to natural language interfaces

Scott L. Miller, David G. Stallard, Robert Bobrow, Richard M. Schwartz · 1996

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.

Read the paper · More papers on PaperTik