Kniha Ambiguity Resolution in Language Learning Hinrich Schutze

Ambiguity Resolution in Language Learning

Computational and Cognitive Models

Jazyk: Angličtina
Vazba: Brožovaná
Dostupnost: Očekávaný dotisk
Termín neznámý
687
This volume is concerned with how ambiguity and ambiguity resolution are learned, that is, with the...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
1997
Stránek
230
EAN
9781575860749
ISBN
1575860740
Enbook ID
04820897
Hmotnost
365
Rozměry
152 x 228 x 19

Kompletní popis

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. Schutze 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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