Finite-State Text Processing

Finite-State Text Processing

  • Kyle Gorman
  • Richard Sproat
Publisher:Morgan & Claypool PublishersISBN 13: 9781636391144ISBN 10: 1636391141

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Finite-State Text Processing is written by Kyle Gorman and published by Morgan & Claypool Publishers. It's available with International Standard Book Number or ISBN identification 1636391141 (ISBN 10) and 9781636391144 (ISBN 13).

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.