Application of Graph Rewriting to Natural Language Processing

Nonfiction, Reference & Language, Language Arts, Linguistics
Cover of the book Application of Graph Rewriting to Natural Language Processing by Guillaume Bonfante, Bruno Guillaume, Guy Perrier, Wiley
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Author: Guillaume Bonfante, Bruno Guillaume, Guy Perrier ISBN: 9781119522348
Publisher: Wiley Publication: April 16, 2018
Imprint: Wiley-ISTE Language: English
Author: Guillaume Bonfante, Bruno Guillaume, Guy Perrier
ISBN: 9781119522348
Publisher: Wiley
Publication: April 16, 2018
Imprint: Wiley-ISTE
Language: English

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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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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