WordNet: An Electronic Lexical Database

Overview

with a preface by George Miller WordNet, an electronic lexical database,is considered to be the most important resource available to researchers in computational linguistics, text analysis, and many related areas. Its design is inspired by current psycholinguistic and computational theories of human lexical memory. English nouns, verbs, adjectives, and adverbs are organized into synonym sets, each representing one underlying lexicalized concept. Different relations link the synonym sets.The purpose of this volume...

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Overview

with a preface by George Miller WordNet, an electronic lexical database,is considered to be the most important resource available to researchers in computational linguistics, text analysis, and many related areas. Its design is inspired by current psycholinguistic and computational theories of human lexical memory. English nouns, verbs, adjectives, and adverbs are organized into synonym sets, each representing one underlying lexicalized concept. Different relations link the synonym sets.The purpose of this volume is twofold. First, it discusses the design of WordNet and the theoretical motivations behind it. Second, it provides a survey of representative applications, including word sense identification,information retrieval, selectional preferences of verbs, and lexical chains.Contributors : Reem Al-Halimi, Robert C. Berwick, J. F. M. Burg, Martin Chodorow, Christiane Fellbaum, Joachim Grabowski, Sanda Harabagiu, Marti A. Hearst,Graeme Hirst, Douglas A. Jones, Rick Kazman, Karen T. Kohl, Shari Landes, Claudia Leacock, George A. Miller, Katherine J. Miller, Dan Moldovan, Naoyuki Nomura, Uta Priss, Philip Resnik, David St-Onge, Randee Tengi, Reind P. van de Riet, Ellen Voorhees.

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Product Details

  • ISBN-13: 9780262061971
  • Publisher: MIT Press
  • Publication date: 5/15/1998
  • Series: Language, Speech, and Communication
  • Edition description: New Edition
  • Pages: 449
  • Product dimensions: 7.20 (w) x 9.00 (h) x 1.20 (d)

Table of Contents

Acknowledgments
Contributors
Foreword
Introduction 1
Pt. I The Lexical Database 21
Ch. 1 Nouns in WordNet 23
Ch. 2 Modifiers in WordNet 47
Ch. 3 A Semantic Network of English Verbs 69
Ch. 4 Design and Implementation of the WordNet Lexical Database and Searching Software 105
Pt. II Extensions, Enhancements, and New Perspectives on Wordnet 129
Ch. 5 Automated Discovery of WordNet Relations 131
Ch. 6 Representing Verb Alternations in WordNet 153
Ch. 7 The Formalization of WordNet by Methods of Relational Concept Analysis 179
Pt. III Applications of WordNet 197
Ch. 8 Building Semantic Concordances 199
Ch. 9 Performance and Confidence in a Semantic Annotation Task 217
Ch. 10 WordNet and Class-Based Probabilities 239
Ch. 11 Combining Local Context and WordNet Similarity for Word Sense Identification 265
Ch. 12 Using WordNet for Text Retrieval 285
Ch. 13 Lexical Chains as Representations of Context for the Detection and Correction of Malapropisms 305
Ch. 14 Temporal Indexing through Lexical Chaining 333
Ch. 15 COLOR-X: Using Knowledge from WordNet for Conceptual Modeling 353
Ch. 16 Knowledge Processing on an Extended WordNet 379
App Obtaining and Using WordNet 407
Index 409
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