Format:
1 Online-Ressource(XVII, 140 p.)
Edition:
1st ed. 2021.
ISBN:
9783031021794
Series Statement:
Synthesis Lectures on Human Language Technologies
Content:
Preface -- Acknowledgments -- Finite-State Machines -- The Pynini Library -- Basic Algorithms -- Advanced Algorithms -- Rewrite Rules -- Morphological Analysis and Generation -- The Future -- Bibliography -- Authors' Biographies -- Index.
Content:
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.
Additional Edition:
ISBN 9783031001901
Additional Edition:
ISBN 9783031010514
Additional Edition:
ISBN 9783031033070
Additional Edition:
Erscheint auch als Druck-Ausgabe ISBN 9783031001901
Additional Edition:
Erscheint auch als Druck-Ausgabe ISBN 9783031010514
Additional Edition:
Erscheint auch als Druck-Ausgabe ISBN 9783031033070
Language:
English
DOI:
10.1007/978-3-031-02179-4
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