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Noun classification from predicate-argument structures

Published: 06 June 1990 Publication History

Abstract

A method of determining the similarity of nouns on the basis of a metric derived from the distribution of subject, verb and object in a large text corpus is described. The resulting quasi-semantic classification of nouns demonstrates the plausibility of the distributional hypothesis, and has potential application to a variety of tasks, including automatic indexing, resolving nominal compounds, and determining the scope of modification.

References

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Church, Kenneth. 1988. A stochastic parts program and noun phrase parser for unrestricted text. Proceedings of the second ACL Conference on Applied Natural Language Processing.
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Church, Kenneth and Patrick Hanks. 1989. Word association norms, mutual information and lexicography. Proceedings of the 23rd Annual Meeting of the ACL, 76--83.
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Fano, R. 1961. Transmission of Information. Cambridge, Mass:MIT Press.
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Harris, Zelig S. 1968. Mathematical Structures of Language, New York: Wiley.
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Hindle, Donald, 1983. User manual for Fidditch. Naval Research Laboratory Technical Memorandum #7590--142.
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Hirschman, Lynette. 1985. Discovering sublanguage structures, in Grishman, Ralph and Richard Kittredge, eds. Analyzing Language in Restricted Domains, 211--234. Lawrence Erlbaum: Hillsdale, NJ.
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Hirschman, Lynette, Ralph Grishman, and Naomi Sager. 1975. Grammatically-based automatic word class formation. Information Processing and Management, 11, 39--57.
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Marcus, Mitchell P. 1980. A Theory of Syntactic Recognition for Natural Language. MIT Press.
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cover image DL Hosted proceedings
ACL '90: Proceedings of the 28th annual meeting on Association for Computational Linguistics
June 1990
324 pages

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Association for Computational Linguistics

United States

Publication History

Published: 06 June 1990

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Overall Acceptance Rate 85 of 443 submissions, 19%

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  • (2016)A Method for Automatic Construction of Ontological Knowledge Bases. III. Automatic Generation of Taxonomy as the Basis for Ontology*Cybernetics and Systems Analysis10.1007/s10559-016-9836-z52:3(365-370)Online publication date: 1-May-2016
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