Finite-State Text Processing

Gorman, Kyle, Sproat, Richard

  • 出版商: Morgan & Claypool
  • 出版日期: 2021-05-26
  • 售價: $2,520
  • 貴賓價: 9.5$2,394
  • 語言: 英文
  • 頁數: 158
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1636391133
  • ISBN-13: 9781636391137
  • 海外代購書籍(需單獨結帳)

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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.