Finite-State Text Processing


Finite-State Text Processing (Synthesis Lectures on Human Language Technologies)
by: Kyle Gorman and Richard Sproat
Publisher Finelybook 出版社:Morgan & Claypool Publishers (30 May 2021)
Language 语言:English
pages 页数:158 pages
ISBN-10 书号:163639115X
ISBN-13 书号:9781636391151

Book 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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