Items related to Ambiguity Resolution in Language Learning: Computational...
Synopsis
This volume is concerned with how ambiguity and ambiguity resolution are learned, that is, with the acquisition of the different representations of ambiguous linguistic forms and the knowledge necessary for selecting among them in context. Schütze concentrates on how the acquisition of ambiguity is possible in principle and demonstrates that particular types of algorithms and learning architectures (such as unsupervised clustering and neural networks) can succeed at the task. Three types of lexical ambiguity are treated: ambiguity in syntactic categorisation, semantic categorisation, and verbal subcategorisation. The volume presents three different models of ambiguity acquisition: Tag Space, Word Space, and Subcat Learner, and addresses the importance of ambiguity in linguistic representation and its relevance for linguistic innateness.
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Book Description
This volume is concerned with how ambiguity and ambiguity resolution are learned, that is, with the acquisition of the different representations of ambiguous linguistic forms and the knowledge necessary for selecting among them in context.
Review
"The book is an enlightening investigation into the relationship between ambiguity resolution and language learning. It is unique in its focus on the disambiguation problem in leanrning, rather than in processing, in contrast to the main concern of much research in the NLP literature." I. Dan Melamed, Computational Linguistics
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- PublisherCenter for the Study of Language and Inf
- Publication date2001
- ISBN 10 1575860740
- ISBN 13 9781575860749
- BindingPaperback
- LanguageEnglish
- Number of pages176
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Ambiguity Resolution in Language Learning: Computational and Cognitive Models
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Center for the Study of Language, 2001
ISBN 10: 1575860740
ISBN 13: 9781575860749
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Ambiguity Resolution in Language Learning: Computational and Cognitive Models
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Center for the Study of Language and Inf, 2001
ISBN 10: 1575860740
ISBN 13: 9781575860749
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Ambiguity in Language Learning: Computational and Cognitive Models Center for the Study of Language and Information - Lecture Notes, 71
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Ambiguity Resolution in Language Learning Computational and Cognitive Models
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Ambiguity in Language Learning
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Ambiguity in Language Learning
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Ambiguity in Language Learning
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Ambiguity Resolution in Language Learning : Computational and Cognitive Models
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