Finite-State Text Processing

Kyle Gorman, Richard Sproat (Autoren)

Buch | Softcover

158 Seiten

2021
Morgan & Claypool Publishers (Verlag)
978-1-63639-113-7 (ISBN)

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Weighted finite-state transducers are used by engineers and computational linguists for processing and generating speech and text. This book provides an 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.

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

Erscheinungsdatum	05.03.2022
Reihe/Serie	Synthesis Lectures on Human Language Technologies
Verlagsort	San Rafael
Sprache	englisch
Maße	191 x 235 mm
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
ISBN-10	1-63639-113-3 / 1636391133
ISBN-13	978-1-63639-113-7 / 9781636391137
Zustand	Neuware