Formal Analysis for Natural Language Processing: A Handbook

Feng, Zhiwei

Description

The field of natural language processing (NLP) is one of the most important and useful application areas of artificial intelligence. NLP is now rapidly evolving, as new methods and toolsets converge with an ever-expanding wealth of available data. This state-of-the-art handbook addresses all aspects of formal analysis for natural language processing. Following a review of the field¿s history, it systematically introduces readers to the rule-based model, statistical model, neural network model, and pre-training model in natural language processing. At a time characterized by the steady and vigorous growth of natural language processing, this handbook provides a highly accessible introduction and much-needed reference guide to both the theory and method of NLP. It can be used for individual study, as the textbook for courses on natural language processing or computational linguistics, or as a supplement to courses on artificial intelligence, and offers a valuable asset for researchers, practitioners, lecturers, graduate and undergraduate students alike.
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Writer
Feng, Zhiwei
Title
Formal Analysis for Natural Language Processing: A Handbook
Publisher
Springer Singapore
Year
2023
Language
English
Pages
816
EAN
9789811651717
Binding format
Hardback

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