A Fully Statistical Approach to Natural Language Interfaces

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.

• Type: Conference
• Year: 1996
• Where: ACL
• Authors: Scott Miller, David Stallard, Robert J. Bobrow, Richard M. Schwartz
• Keywords: ACL 1996, ACL 2007, Natural Language Interface, Semantic Interpretation, Trained Statistical Models