Probabilistic Approaches to Linguistic Theory

Language: English

Published by Centre for the Study of Language and Information, US, 2023

1684000793 / 9781684000791

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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.

Seller Inventory # LU-9781684000791

Title
Probabilistic Approaches to Linguistic Theory
Author
Jean-philippe Bernardy, Shalom Lappin, Rasmus Blanck, Aleksandre Maskharashvili, Stergios Chatzikyriakidi
Publisher
Centre for the Study of Language and Information, US
Publication year
2023
Condition
New
Binding
Paperback
Language
English
ISBN 10
1684000793
ISBN 13
9781684000791
Dimensions
15.24 x 3.3 x 22.86 cm

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