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WordNet : An Electronic Lexical Database

WordNet : An Electronic Lexical Database

Fellbaum, Christiane (Editor)

ISBN-10: 026206197X
ISBN-13: 9780262061971

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BDS Summary
WordNet is considered to be the most important resource available to researchers in computational linguistics, text analysis, & many related areas. This work discusses the design of the current version of WordNet & the motivations behind it.Main Description
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.
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 lexical concept. Different relations link the synonym sets.PThe purpose of this volume is twofold. First, it discusses the design of the current version 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.
Acknowledgments
Contributors
Foreword
Introductionp. 1
The Lexical Databasep. 21
Nouns in WordNetp. 23
Modifiers in WordNetp. 47
A Semantic Network of English Verbsp. 69
Design and Implementation of the WordNet Lexical Database and Searching Softwarep. 105
Extensions, Enhancements, and New Perspectives on Wordnetp. 129
Automated Discovery of WordNet Relationsp. 131
Representing Verb Alternations in WordNetp. 153
The Formalization of WordNet by Methods of Relational Concept Analysisp. 179
Applications of WordNetp. 197
Building Semantic Concordancesp. 199
Performance and Confidence in a Semantic Annotation Taskp. 217
WordNet and Class-Based Probabilitiesp. 239
Combining Local Context and WordNet Similarity for Word Sense Identificationp. 265
Using WordNet for Text Retrievalp. 285
Lexical Chains as Representations of Context for the Detection and Correction of Malapropismsp. 305
Temporal Indexing through Lexical Chainingp. 333
COLOR-X: Using Knowledge from WordNet for Conceptual Modelingp. 353
Knowledge Processing on an Extended WordNetp. 379
Obtaining and Using WordNetp. 407
Indexp. 409
Table of Contents provided by Blackwell. All Rights Reserved.
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Edition: 1998
Publisher: MIT Press
Binding: Trade Cloth
Pages: 445
Size: 7.50" wide x 9.50" long x 1.25" tall
Weight: 2.24 lbs.
Language: English

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