Lifelong and Continual Learning Dialogue Systems

Lifelong and Continual Learning Dialogue Systems

EnglishHardbackPrint on demand
Mazumder, Sahisnu
Springer, Berlin
EAN: 9783031481888
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Detailed information

This book introduces the new paradigm of lifelong and continual learning dialogue systems to endow dialogue systems with the ability to learn continually by themselves through their own self-initiated interactions with their users and the working environments. The authors present the latest developments and techniques for building such continual learning dialogue systems.  The book explains how these developments allow systems to continuously learn new language expressions,   lexical and factual knowledge, and conversational skills through interactions and dialogues.  Additionally, the book covers techniques to acquire new training examples for learning new tasks during the conversation. The book also reviews existing work on lifelong learning and discusses areas for future research. 

EAN 9783031481888
ISBN 3031481887
Binding Hardback
Publisher Springer, Berlin
Publication date January 10, 2024
Pages 171
Language English
Dimensions 240 x 168
Country Switzerland
Authors Liu Bing; Mazumder, Sahisnu
Illustrations 55 Illustrations, color; 9 Illustrations, black and white; XVI, 171 p. 64 illus., 55 illus. in color.
Edition 2024 ed.
Series Synthesis Lectures on Human Language Technologies
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