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Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition (Practical Resources for the Mental Health Professionals)
Rok: 2000
ISBN: 9780130950697
OKCZID: 110106270
Citace (dle ČSN ISO 690):
JURAFSKY, Dan. Speech and language processing: an introduction to natural language processing, computational linguistics, and speech recognition. Upper Saddle River: Prentice-Hall, 2000. xxvi, 934 s. Prentice-Hall series in artificial intelligence.
Hodnocení:
4.5 / 5
(6 hlasů)
Anotace
This book takes an empirical approach to language processing, based on applying statistical and other machine-learning algorithms to large corpora.Methodology boxes are included in each chapter. Each chapter is built around one or more worked examples to demonstrate the main idea of the chapter. Covers the fundamental algorithms of various fields, whether originally proposed for spoken or written language to demonstrate how the same algorithm can be used for speech recognition and word-sense disambiguation. Emphasis on web and other practical applications. Emphasis on scientific evaluation. Useful as a reference for professionals in any of the areas of speech and language processing.