Bayesian Natural Language Semantics and Pragmatics

Name: Bayesian Natural Language Semantics and Pragmatics
Brand: Springer International Publishing AG
SKU: 9783319386256
Price: 551.47 RON
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Autor: Hans-Christian Schmitz, Henk Zeevat

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Editura: Springer International Publishing AG

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The contributions in this volume focus on the Bayesian interpretation of natural languages, which is...

Informații despre carte

Autor

Hans-Christian Schmitz, Henk Zeevat

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2016

Pagini

246

EAN

9783319386256

ISBN

3319386255

Enbook ID

15194562

Editura

Springer International Publishing AG

Greutate

3985

Dimensiuni

155 x 235 x 14

Descriere completă

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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