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    Polysemy: Theoretical and Computational Approaches

    Polysemy by Ravin, Yael; Leacock, Claudia;

    Theoretical and Computational Approaches

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    Product details:

    • Publisher OUP Oxford
    • Date of Publication 15 June 2000

    • ISBN 9780198238423
    • Binding Hardback
    • No. of pages242 pages
    • Size 241x162x17 mm
    • Weight 496 g
    • Language English
    • Illustrations 11 black and white figures
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    Short description:

    Polysemy is a term used in semantic and lexical analysis to describe a word with multiple meanings. The problem is to establish whether its the same word with related meanings or different words that happen to look or sound the same. In 'Plainly planes plane plains plainly' how many distinct lexical items are there? Such words present few difficulties in everyday language, but pose near-intractable problems for linguists and lexicographers. The contributors, including Anna Wierzbicka, Charles Fillmore, and James Pustejovsky, consider the implications of these problems for grammatical theory and how they may be addressed in computational linguistics.

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    Long description:

    This volume of newly commissioned essays examines current theoretical and computational work on polysemy, the term used in semantic analysis to describe words with more than one meaning or function, sometimes perhaps related (as in plain) and sometimes perhaps not (as in bank). Such words present few difficulties in everyday language, but pose central problems for linguists and lexicographers, especially for those involved in lexical semantics and in computational modelling. The contributors to this book–leading researchers in theoretical and computational linguistics–consider the implications of these problems for grammatical theory and how they may be addressed by computational means.

    The theoretical essays in the book examine polysemy as an aspect of a broader theory of word meaning. Three theoretical approaches are presented: the Classical (or Aristotelian), the Prototypical, and the Relational. Their authors describe the nature of polysemy, the criteria for detecting it, and its manifestations across languages. They examine the issues arising from the regularity of polysemy and the theoretical principles proposed to account for the interaction of lexical meaning with the semantics and syntax of the context in which it occurs. Finally they consider the formal representations of meaning in the lexicon, and their implications for dictionary construction.

    The computational essays are concerned with the challenge of polysemy to automatic sense

    disambiguation–how intended meaning for a word occurrence can be identified. The approaches presented include the exploitation of lexical information in machine-readable dictionaries, machine learning based on patterns of word co-occurrence, and hybrid approaches that combine the two.

    As a whole, the volume shows how on the one hand theoretical work provides the motivation and may suggest the basis for computational algorithms, while on the other computational results may validate, or reveal problems in, the principles set forth by theories.

    This volume distinguishes itself by its very catholic table of contents ... the chapters themselves stand as valuable contributions to the debate about what polysemy is and how it is to be represented in (psycho)linguistic and computational models.

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    Table of Contents:

    Polysemy: An overview
    Aspects of the Micro-Structure of Word Meanings
    Autotroponomy
    Lexical Shadowing and Argument Closure
    Describing Polysemy: The case of Crawl
    The Garden Swarms with Bees and the Fallacy of 'Argument Alternation'
    Polysemy: A problem of definition
    Lexical Representations for Sentence Processing
    Large Vocabulary Word Sense Disambiguation
    Polysemy in a Broad-Coverage Natural Language Processing System
    Disambiguation and Connectionism

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