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Finite-State Text Processing
ISBN-13:
9783031021794
Veröffentl:
2022
Seiten:
140
Autor:
Kyle Gorman
Serie:
Synthesis Lectures on Human Language Technologies
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
1 - PDF Watermark
Sprache:
Englisch
Beschreibung:
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.
Preface.- Acknowledgments.- Finite-State Machines.- The Pynini Library.- Basic Algorithms.- Advanced Algorithms.- Rewrite Rules.- Morphological Analysis and Generation.- The Future.- Bibliography.- Authors' Biographies.- Index.
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