{
"item_title" : "Finite-State Text Processing",
"item_author" : [" Kyle Gorman", "Richard Sproat "],
"item_description" : "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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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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