Noun classification from predicate-argument structures
1990 · 543 citations · 8 references
EngineeringSemanticsSemantic SimilarityCorpus LinguisticsText MiningNatural Language ProcessingApplied LinguisticsInformation RetrievalNoun ClassificationComputational LinguisticsLanguage StudiesArgument MiningMachine TranslationAutomatic IndexingComputational LexicologyTerminology ExtractionDistributional SemanticsLarge Text CorpusCategorial GrammarLexical ResourceAutomated ReasoningQuasi-semantic ClassificationLinguisticsComputational Semantics
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.
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Word association norms, mutual information, and lexicography
Kenneth Church, Patrick Hanks · Computational Linguistics · 1990
Applied LinguisticsNatural Language ProcessingWord Association Norms+15
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Word association norms, mutual information, and lexicography
Kenneth Church, Patrick Hanks · 1989
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Robert M. Fano, W. T. Wintringham · Physics Today · 1961
Information BehaviorInformation ControlInformation Management+3
538 citations