Band 2
Bayesian Natural Language Semantics and Pragmatics
Aus der Reihe
Language, Cognition, and Mind
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- Hardcover
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Form:Einzelkauf Download
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Sprache:Englisch
Fr. 125.90
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Produktdetails
Format
Kopierschutz
Nein
Family Sharing
Nein
Text-to-Speech
Nein
Erscheinungsdatum
19.06.2015
Herausgeber
Henk Zeevat + weitereVerlag
SpringerSeitenzahl
246 (Printausgabe)
Dateigröße
3844 KB
Sprache
Englisch
EAN
9783319170640
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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