Finite-State Text Processing

von Kyle Gorman, Richard Sproat

140 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: Synthesis Lectures on Human Language Technologies
• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI)
• ISBN: 9783031010514
• Sprache: Englisch
• Erscheinungsdatum: 26.05.2021
• Größe: 23.5 x 19.1 cm
• Verlag: Springer International Publishing