Finite-State Text Processing
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Finite-State Text Processing

SKU: 9783031021794

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Additional information

Full Title

Finite-State Text Processing
Author(s)

Kyle Gorman, Richard Sproat
Edition
ISBN

9783031021794, 9783031010514, 9783031001901
Publisher

Springer
Format

PDF and EPUB

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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