1995

WordNet: A Lexical Database for English

G. Miller

citations

Cite Score

92

AI summary

This paper introduces WordNet, an online lexical database organizing English nouns, verbs, adjectives, and adverbs into synonym sets linked by semantic relations, providing a computational resource for natural language processing.

Main Contributions

  • Introduces WordNet, a lexical database that organizes English words into sets of synonyms (synsets).
  • Defines semantic relations (synonymy, antonymy, hyponymy, meronymy, troponymy, entailment) to link synsets.
  • Presents an XWindows interface for accessing WordNet and exploring semantic relations.
  • Discusses the issue of polysemy and the need for contextual representations to determine appropriate word senses.
  • Proposes the creation of semantic concordances to provide empirical data for sense identification studies.

Abstract

Because meaningful sentences are composed of meaningful words, any system that hopes to process natural languages as people do must have information about words and their meanings. This information is traditionally provided through dictionaries, and machine-readable dictionaries are now widely available. But dictionary entries evolved for the convenience of human readers, not for machines. WordNet provides a more effective combination of traditional lexicographic information and modern computing. WordNet is an online lexical database designed for use under program control. English nouns, verbs, adjectives, and adverbs are organized into sets of synonyms, each representing a lexicalized concept. Semantic relations link the synonym sets [4].

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George A. Miller, W. G. Charles - 1991

3 papers in library cite

George A. Miller, C. Leacock, R. Tengi, R. Bunker - 1993

1 paper in library cites

W. N. Francis, H. Kucera - 1982

1 paper in library cites

George A. Miller, C. Fellbaum - 1992

1 paper in library cites

W. G. Charles - 1988

1 paper in library cites

C. Leacock, G. Towell, E. M. Voorhees - 1993

1 paper in library cites

George A. Miller - 1990

1 paper in library cites

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