Finite-State Text Processing (Synthesis Lectures on Human Language Technologies)

Kyle Gorman

ISBN 10: 1636391133 / ISBN 13: 9781636391137

Editore: Morgan & Claypool 0, 2021

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Codice articolo D8S0-3-M-1636391133-6

Dati bibliografici

• Titolo: Finite-State Text Processing (Synthesis Lectures on Human Language Technologies)
• Editore: Morgan & Claypool 0
• Data di pubblicazione: 2021
• Lingua: Inglese
• ISBN 10: 1636391133
• ISBN 13: 9781636391137
• Rilegatura: paperback
• Condizione: Very Good
• Tipo di libro: book

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Riassunto

Weighted finite-state transducers (WFSTs) are commonly used by engineers and computational linguists for processing and generating speech and text. This book first provides a detailed introduction to this formalism. It then introduces Pynini, a Python library for compiling finite-state grammars and for combining, optimizing, applying, and searching finite-state transducers. This book illustrates this library's conventions and use with a series of case studies. These include the compilation and application of context-dependent rewrite rules, the construction of morphological analyzers and generators, and text generation and processing applications.