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Könyv Bayesian Natural Language Semantics and Pragmatics Henk Zeevat

Bayesian Natural Language Semantics and Pragmatics

Szerző: Henk Zeevat, Hans-Christian Schmitz
Nyelv: Angol
Kötés: Kemény kötésű
Kiadó: Springer International Publishing AG
Elérhetőség: Beszállítói készleten
Küldés 10-13 napon belül
38 497 Ft
The contributions in this volume focus on the Bayesian interpretation of natural languages, which is...

Információk a könyvről

Szerző
Henk Zeevat, Hans-Christian Schmitz
Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2015
oldal
246
EAN
9783319170633
ISBN
3319170635
Enbook ID
09219426
Kiadó
Springer International Publishing AG
Súly
5148
Méretek
155 x 235 x 243

Teljes leírás

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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