Finite-State Text Processing

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