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The Theoretical Status of Ontologies in Natural Language Processing

1997/04/25 by John A. Bateman, John Bateman, Bateman, John A.
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling #cmp-lg #cs.CL

paper · pdf · doi:10.48550/arxiv.cmp-lg/9704010

43pp, uses: twocolumn,named,a4wide,psfig, 7eps figs

arxiv created 1997/04/25 · openalex publication_date 1997/04/25 · arxiv updated 2009/11/30 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

Abstract

This paper discusses the use of `ontologies' in Natural Language Processing. It classifies various kinds of ontologies that have been employed in NLP and discusses various benefits and problems with those designs. Particular focus is then placed on experiences gained in the use of the Upper Model, a linguistically-motivated `ontology' originally designed for use with the Penman text generation system. Some proposals for further NLP ontology design criteria are then made.

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