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Title Semantic relations between nominals [electronic resource] / Vivi Nastase ... [et al.].
Publication Info. San Rafael, Calif. : Morgan & Claypool, c2013.
Location Call No. Status Notes
 Libraries Electronic Books  ELECTRONIC BOOKS-DDA    AVAIL. ONLINE
Description 1 online resource.
Series Synthesis digital library of engineering and computer science.
Synthesis lectures on human language technologies ; # 19. 1947-4059
Note Part of: Synthesis digital library of engineering and computer science.
Title from PDF t.p. (viewed on Jun. 13, 2013).
Series from website.
Bibliography Includes bibliographical references (p. 85-102) and index.
Contents 1. Introduction -- 1.1 Motivation -- 1.2 Applications -- 1.3 What this book is about -- 1.4 What this book is not about --
2. Relations between nominals, relations between concepts -- 2.1 Historical overview -- 2.2 A menagerie of relation schemata -- 2.2.1 Relations between words, relations within noun compounds -- 2.2.2 Relations in ontologies and knowledge bases -- 2.2.3 A conclusion -- 2.3 Dimensions of variation across relations -- 2.3.1 Properties of relations -- 2.3.2 Properties of relation schemata -- 2.4 Summary --
3. Extracting semantic relations with supervision -- 3.1 Data -- 3.1.1 MUC and ACE -- 3.1.2 SemEval-2007/2010 -- 3.1.3 Datasets for relations in noun-noun compounds -- 3.1.4 Relations in manually built ontologies -- 3.1.5 Relations from collaboratively built resources -- 3.1.6 Domain-specific data -- 3.2 Features -- 3.2.1 Entity features -- 3.2.2 Relational features -- 3.3 Learning methods -- 3.3.1 Supervised machine learning -- 3.3.2 Learning algorithms -- 3.3.3 Determining the semantic class of relation arguments -- 3.4 Beyond binary relations -- 3.5 Practical considerations -- 3.6 Summary --
4. Extracting semantic relations with little or no supervision -- 4.1 Mining ontologies from machine-readable dictionaries -- 4.2 Mining relations with patterns -- 4.2.1 Bootstrapping relations from large corpora -- 4.2.2 Tackling semantic drift -- 4.3 Distant supervision -- 4.4 Unsupervised relation extraction -- 4.4.1 Extracting IS-A relations -- 4.4.2 Emergent relations in open relation extraction -- 4.4.3 Extreme unsupervised relation extraction -- 4.5 Self-supervised relation extraction -- 4.6 Web-scale relation extraction -- 4.6.1 Never-ending language learner -- 4.6.2 Machine reading at the University of Washington -- 4.7 Summary --
5. Conclusion -- Bibliography -- Authors' biographies -- Index.
Indexed In: Compendex
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Reproduction Electronic reproduction. Perth, W.A. Available via World Wide Web.
Subject Computational linguistics.
Grammar, Comparative and general -- Nominals.
Added Author Nastase, Vivi.
Ebooks Corporation
Related To Print version: 9781608459797
ISBN 9781608459803 (electronic bk.)
1608459802 (electronic bk.)
9781608459797 (pbk.)
Standard No. 10.2200/S00489ED1V01Y201303HLT019 doi
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