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

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Book Details
Language
English
Publishers
Cambridge University Press; New edition (6 Jun. 2024)
Weight
0.16 KG
Publication Date
13/05/2024
ISBN-10
1009233769
Pages
110 pages
ISBN-13
9781009233767
Dimensions
15.19 x 0.64 x 22.91 cm
SKU
9781009233767
Author Name
Jonathan Dunn (Author)
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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.

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