Probabilistic Approaches to Linguistic Theory by Bernardy, Jean-Philippe

Probabilistic Approaches to Linguistic Theory

A textbook exploring predictive modes of linguistic development and analysis. During the last two decades, computational linguists,...
$147.03 AUD
$147.03 AUD
SKU: 9781684000791
Product Type: Books
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Author: Jean-Philippe Bernardy
Format: Paperback
Language: English
Subtotal: $147.03
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Probabilistic Approaches to Linguistic Theory by Bernardy, Jean-Philippe

Probabilistic Approaches to Linguistic Theory

$147.03

Probabilistic Approaches to Linguistic Theory

$147.03
Author: Jean-Philippe Bernardy
Format: Paperback
Language: English
A textbook exploring predictive modes of linguistic development and analysis.

During the last two decades, computational linguists, in concert with other researchers in AI, have turned to machine learning and statistical techniques to capture features of natural language and aspects of the learning process that are not easily accommodated in classical algebraic frameworks. These developments are producing a revolution in linguistics in which traditional symbolic systems are giving way to probabilistic and deep learning approaches. This collection features articles that provide background to these approaches, and their application in syntax, semantics, pragmatics, morphology, psycholinguistics, neurolinguistics, and dialogue modeling. Each chapter provides a self-contained introduction to the topic that it covers, making this volume accessible to graduate students and researchers in linguistics, NLP, AI, and cognitive science.


Author: Jean-Philippe Bernardy
Publisher: Center for the Study of Language and Informat
Published: 02/24/2023
Pages: 150
Binding Type: Paperback
ISBN: 9781684000791

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