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<?xml version="1.0" standalone="yes"?> <Paper uid="P96-1008"> <Title>A FULLY STATISTICAL APPROACH TO NATURAL LANGUAGE INTERFACES</Title> <Section position="2" start_page="0" end_page="0" type="intro"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> 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.</Paragraph> </Section> class="xml-element"></Paper>