Computational Construction Grammar: A Usage-Based Approach (Elements in Cognitive Linguistics) - Image 1

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Cambridge University Press Computational Construction Grammar: A Usage-Based Approach (Elements in Cognitive Linguistics)

Name: Computational Construction Grammar: A Usage-Based Approach (Elements in Cognitive Linguistics)
Brand: Cambridge University Press
Price: 50.0 GBP
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Cognition & Cognitive Psychology

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Description

This Element introduces a usage-based computational approach to Construction Grammar that draws on techniques from natural language processing and unsupervised machine learning. This work explores how to represent constructions, how to learn constructions from a corpus, and how to arrange the constructions in a grammar as a network. From a theoretical perspective, this Element examines how construction grammars emerge from usage alone as complex systems, with slot-constraints learned at the same time that constructions are learned. From a practical perspective, this work is accompanied by a Python package which enables linguists to incorporate construction grammars into their own corpus-based work. The computational experiments in this Element are important for testing the learnability, variability, and confirmability of Construction Grammar as a theory of language. All code examples will leverage the cloud computing platform Code Ocean to guide readers through implementation of these algorithms.

Product Specifications

Brand: Cambridge University Press
Format: hardcover
ASIN: 1009507605
Category: Books > Subjects > Health, Family & Lifestyle > Psychology & Psychiatry > Cognition & Cognitive Psychology
Domain: Amazon UK
Release Date: 06 June 2024
Listed Since: 15 March 2024

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Cambridge University Press Computational Construction Grammar: A Usage-Based Approach (Elements in Cognitive Linguistics)

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