Algebraic Structures in Natural Language - Image 1

£63.13

CRC Press Algebraic Structures in Natural Language

Name: Algebraic Structures in Natural Language
Brand: CRC Press
Price: 63.64 GBP
Availability: InStock

AI & Machine Learning

Price History & Forecast

Last 43 days • 43 data points (No recent data available)

Historical

Generating forecast...

Price Distribution

Price distribution over 43 days • 5 price levels

Days at Price

Current Price

Price Analysis

Most common price: £64 (13 days, 30.2%)

Price range: £59 - £64

Price levels: 5 different prices over 43 days

Description

Algebraic Structures in Natural Language addresses a central problem in cognitive science concerning the learning procedures through which humans acquire and represent natural language. Until recently algebraic systems have dominated the study of natural language in formal and computational linguistics, AI, and the psychology of language, with linguistic knowledge seen as encoded in formal grammars, model theories, proof theories and other rule-driven devices. Recent work on deep learning has produced an increasingly powerful set of general learning mechanisms which do not apply rule-based algebraic models of representation. The success of deep learning in NLP has led some researchers to question the role of algebraic models in the study of human language acquisition and linguistic representation. Psychologists and cognitive scientists have also been exploring explanations of language evolution and language acquisition that rely on probabilistic methods, social interaction and information theory, rather than on formal models of grammar induction. This book addresses the learning procedures through which humans acquire natural language, and the way in which they represent its properties. It brings together leading researchers from computational linguistics, psychology, behavioral science and mathematical linguistics to consider the significance of non-algebraic methods for the study of natural language. The text represents a wide spectrum of views, from the claim that algebraic systems are largely irrelevant to the contrary position that non-algebraic learning methods are engineering devices for efficiently identifying the patterns that underlying grammars and semantic models generate for natural language input. There are interesting and important perspectives that fall at intermediate points between these opposing approaches, and they may combine elements of both. It will appeal to researchers and advanced students in each of these fields, as well as to anyone who wants to learn more about the relationship between computational models and natural language.

Product Specifications

Brand: CRC Press
Format: hardcover
ASIN: 1032066547
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 23 December 2022
Listed Since: 06 July 2022

Barcode

No barcode data available

CRC Press Algebraic Structures in Natural Language

Price History & Forecast

Price Distribution

Price Analysis

Description

Product Specifications

Barcode

Similar Products You Might Like

The Natural Language for Artificial Intelligence (Cognitive Data Science in Sustainable Computing)

CRC Press Deep Learning and Linguistic Representation Book

Logic and Algorithms in Computational Linguistics 2018 (LACompLing2018): 860 (Studies in Computational Intelligence, 860)

Natural Language Processing in Artificial Intelligence

Neural Networks for Natural Language Processing

Structure Discovery in Natural Language (Theory and Applications of Natural Language Processing)

Introduction to Natural Language Processing (Adaptive Computation and Machine Learning series)

Language in Cognition: Uncovering Mental Structures and the Rules Behind Them

Cognitive Approach to Natural Language Processing

Intelligent Language Tutors: Theory Shaping Technology

Neural Networks for Natural Language Processing (Advances in Computer and Electrical Engineering)

Natural Language Processing in Artificial Intelligence ― NLPinAI 2021: 999 (Studies in Computational Intelligence, 999)

Formalizing Natural Languages: The NooJ Approach (Cognitive Science)

Psycholinguistics and Neurolinguistics: A Survey on the Neural Basis of Language Acquisition - Studies on Atypical Neurodevelopment, Neuroimaging, and Neurocognitive Aspects of Modern Linguistics

Computational Linguistics and Talking Robots: Processing Content in Database Semantics

Computational Linguistics and Talking Robots: Processing Content in Database Semantics

Language and Computers

Neural Network Methods for Natural Language Processing (Synthesis Lectures on Human Language Technologies)

Formal Analysis for Natural Language Processing: A Handbook

Deep Learning in Natural Language Processing

A Course in Natural Language Processing

Computational Cognitive Modeling and Linguistic Theory: 6 (Language, Cognition, and Mind, 6)

North Holland Philosophy of Linguistics - Handbook of Science

Thinking Linguistically: A Scientific Approach to Language