Hybrid Connectionist Natural Language Processing
Published on 15. December 1994
Book
Paperback/Softback
200 pages
978-0-412-59100-6 (ISBN)
Description
A new approach to natural language processing is developed in this book, bridging the gap between strictly symbolic and connectionist systems with hybrid architecture. This book gives an overview of hybrid connectionist architectures and goes on to demonstrate how such architectures can be used in learning real-world language processing. This book should be of interest to researchers and postgraduates in neural computing, speech and language processing, and artificial intelligence.
A new approach to natural language processing is developed in this book, bridging the gap between strictly symbolic and connectionist systems with hybrid architecture. This book gives an overview of hybrid connectionist architectures and goes on to demonstrate how such architectures can be used in learning real-world language processing. This book should be of interest to researchers and postgraduates in neural computing, speech and language processing, and artificial intelligence.
A new approach to natural language processing is developed in this book, bridging the gap between strictly symbolic and connectionist systems with hybrid architecture. This book gives an overview of hybrid connectionist architectures and goes on to demonstrate how such architectures can be used in learning real-world language processing. This book should be of interest to researchers and postgraduates in neural computing, speech and language processing, and artificial intelligence.
More details
Series
Language
English
Place of publication
London
United Kingdom
Target group
College/higher education
Professional and scholarly
Illustrations
41 line illustrations, references, index
Dimensions
Height: 234 mm
Width: 156 mm
ISBN-13
978-0-412-59100-6 (9780412591006)
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Schweitzer Classification
Content
Introduction. Connectionist and hybrid models for language understanding. A hybrid connectionist scanning understanding of phrases. Structural phrase analysis in a hybrid separated model. Structural phrase analysis in a hybrid integrated model. Contextual phrase analysis in a hybrid separated model. Contextual phrase analysis in a hybrid integrated model. General summary and discussion. Appendix.