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Books > Computing & IT > Applications of computing > Artificial intelligence > Natural language & machine translation
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Bayesian Natural Language Semantics and Pragmatics (Hardcover, 2015 ed.)
Loot Price: R3,953
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Bayesian Natural Language Semantics and Pragmatics (Hardcover, 2015 ed.)
Series: Language, Cognition, and Mind, 2
Expected to ship within 10 - 15 working days
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The contributions in this volume focus on the Bayesian
interpretation of natural languages, which is widely used in areas
of artificial intelligence, cognitive science, and computational
linguistics. This is the first volume to take up topics in Bayesian
Natural Language Interpretation and make proposals based on
information theory, probability theory, and related fields. The
methodologies offered here extend to the target semantic and
pragmatic analyses of computational natural language
interpretation. Bayesian approaches to natural language semantics
and pragmatics are based on methods from signal processing and the
causal Bayesian models pioneered by especially Pearl. In signal
processing, the Bayesian method finds the most probable
interpretation by finding the one that maximizes the product of the
prior probability and the likelihood of the interpretation. It thus
stresses the importance of a production model for interpretation as
in Grice's contributions to pragmatics or in interpretation by
abduction.
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