Description

The paradigm of Graph Rewriting is used very little in the field of Natural Language Processing. But graphs are a natural way of representing the deep syntax and the semantics of natural languages. Deep syntax is an abstraction of syntactic dependencies towards semantics in the form of graphs and there is a compact way of representing the semantics in an underspecified logical framework also with graphs. Then, Graph Rewriting reconciles efficiency with linguistic readability for producing representations at some linguistic level by transformation of a neighbor level: from raw text to surface syntax, from surface syntax to deep syntax, from deep syntax to underspecified logical semantics and conversely.

Application of Graph Rewriting to Natural Language Processing

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Hardback by Guillaume Bonfante , Bruno Guillaume

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The paradigm of Graph Rewriting is used very little in the field of Natural Language Processing. But graphs are a... Read more

    Publisher: ISTE Ltd and John Wiley & Sons Inc
    Publication Date: 28/03/2018
    ISBN13: 9781786300966, 978-1786300966
    ISBN10: 1786300966

    Number of Pages: 272

    Non Fiction , Dictionaries, Reference & Language

    Description

    The paradigm of Graph Rewriting is used very little in the field of Natural Language Processing. But graphs are a natural way of representing the deep syntax and the semantics of natural languages. Deep syntax is an abstraction of syntactic dependencies towards semantics in the form of graphs and there is a compact way of representing the semantics in an underspecified logical framework also with graphs. Then, Graph Rewriting reconciles efficiency with linguistic readability for producing representations at some linguistic level by transformation of a neighbor level: from raw text to surface syntax, from surface syntax to deep syntax, from deep syntax to underspecified logical semantics and conversely.

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