9781684000791: Probabilistic Approaches to Linguistic Theory
Couverture souple
ISBN 10 : 1684000793 ISBN 13 : 9781684000791
Editeur : Centre for the Study of Language & Information, 2023

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos des auteurs

Jean-Philippe Bernardy is a researcher in the Linguistics and Theory of Science unit at the University of Gothenburg.


Rasmus Blanck is a lecturer in logic and theoretical philosophy at the University of Gothenburg.

Stergios Chatzikyriakidis is professor of computational linguistics at the University of Crete.

Shalom Lappin is a senior researcher in the Linguistics and Theory of Science unit at the University of Gothenburg.

Aleksandre Maskharashvili is a visiting professor in the Department of Linguistics at Ohio State University.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Centre for the Study of Language & Information
Date d'édition
2023
Langue
anglais
ISBN 10 
1684000793
ISBN 13 
9781684000791
Reliure
Broché
Nombre de pages
150
Coordonnées du fabricant
non disponible
Personne responsable
non disponible