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Titlebook: Bayesian Natural Language Semantics and Pragmatics; Henk Zeevat,Hans-Christian Schmitz Book 2015 Springer International Publishing Switzer

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發(fā)表于 2025-3-21 18:07:04 | 只看該作者 |倒序瀏覽 |閱讀模式
期刊全稱Bayesian Natural Language Semantics and Pragmatics
影響因子2023Henk Zeevat,Hans-Christian Schmitz
視頻videohttp://file.papertrans.cn/182/181862/181862.mp4
發(fā)行地址The first volume on a highly promising approach to Natural Language Interpretation that fits with the use of stochastic methods.Offers a solid introduction and in-depth exploration of Bayesian interpr
學科分類Language, Cognition, and Mind
圖書封面Titlebook: Bayesian Natural Language Semantics and Pragmatics;  Henk Zeevat,Hans-Christian Schmitz Book 2015 Springer International Publishing Switzer
影響因子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.
Pindex Book 2015
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