Handbook of Computational Linguistics and Natural Language Processing

ISBN-10: 1118347188
ISBN-13: 9781118347188
Edition: 2010
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Description: This comprehensive reference work provides an overview of the concepts, methodologies, and applications in computational linguistics and natural language processing (NLP).Features contributions by the top researchers in the field, reflecting the  More...

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Book details

Copyright year: 2010
Publisher: John Wiley & Sons, Limited
Publication date: 9/14/2012
Binding: Paperback
Pages: 800
Size: 6.75" wide x 9.75" long x 1.25" tall
Weight: 2.596
Language: English

This comprehensive reference work provides an overview of the concepts, methodologies, and applications in computational linguistics and natural language processing (NLP).Features contributions by the top researchers in the field, reflecting the work that is driving the discipline forwardIncludes an introduction to the major theoretical issues in these fields, as well as the central engineering applications that the work has producedPresents the major developments in an accessible way, explaining the close connection between scientific understanding of the computational properties of natural language and the creation of effective language technologiesServes as an invaluable state–of–the–art reference source for computational linguists and software engineers developing NLP applications in industrial research and development labs of software companies

#60;b#62;Alexander Clark#60;/b#62; is a Lecturer in the Department of Computer Science at Royal Holloway, University of London. He is the co-editor, with Chris Fox and Shalom Lappin, of #60;i#62;The Handbook of Computational Linguistics and Natural Language Processing#60;/i#62; (Wiley-Blackwell, 2010).#60;p#62;#60;b#62;Shalom Lappin#60;/b#62; is Professor of Computational Linguistics at King#8242;s College, London. He is editor of #60;i#62;The#60;/i#62; #60;i#62;Handbook of Contemporary Semantic Theory#60;/i#62; (Wiley-Blackwell, 1996); co-author, with Chris Fox, of #60;i#62;Foundations of Intensional Semantics#60;/i#62; (Wiley-Blackwell, 2005) and, with Alexander Clark and Chris Fox, co-editor of #60;i#62;The Handbook of Computational Linguistics and Natural Language Processing#60;/i#62; (Wiley-Blackwell, 2010).

List of Figures
List of Tables
Notes on Contributors
Preface
Introduction
Formal Foundations
Formal Language Theory
Computational Complexity in Natural Language
Statistical Language Modeling
Theory of Parsing
Current Methods
Maximum Entropy Models
Memory-Based Learning
Decision Trees
Unsupervised Learning and Grammar Induction
Artificial Neural Networks
Linguistic Annotation
Evaluation of NLP Systems
Domains of Application
Speech Recognition
Statistical Parsing
Segmentation and Morphology
Computational Semantics
Computational Models of Dialogue
Computational Psycholinguistics
Applications
Information Extraction
Machine Translation
Natural Language Generation
Discourse Processing
Question Answering
References
Author Index
Subject Index

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