bokomslag Computational Construction Grammar
Psykologi & pedagogik

Computational Construction Grammar

Jonathan Dunn

Pocket

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  • 110 sidor
  • 2024
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.
  • Författare: Jonathan Dunn
  • Format: Pocket/Paperback
  • ISBN: 9781009233767
  • Språk: Engelska
  • Antal sidor: 110
  • Utgivningsdatum: 2024-06-06
  • Förlag: Cambridge University Press