Finite-State Text Processing
Paperback 160 pages English May 26, 2021
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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.
- Author:
- Kyle Gorman, Richard Sproat
- Publisher:
- Springer
- Publication Date:
- May 26, 2021
- Number of pages:
- 160 pages
- Language:
- English
- Binding:
- Paperback
- ISBN-10:
- 3031010515
- ISBN-13:
- 9783031010514