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Finite-State Text Processing|Kyle Gorman

Finite-State Text Processing

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Overview

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.

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Details

  • ISBN-13: 9783031010514
  • ISBN-10: 3031010515
  • Publisher: Springer
  • Publish Date: May 2021
  • Dimensions: 9.25 x 7.5 x 0.34 inches
  • Shipping Weight: 0.63 pounds
  • Page Count: 140

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