{"product_id":"computational-construction-grammar-jonathan-dunn-9781009233767","title":"Computational Construction Grammar: A Usage-Based Approach","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.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Jonathan Dunn\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1009233769\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781009233767\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Cambridge University Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 06\/06\/2024\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 110\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.35lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.23d","brand":"Jonathan Dunn","offers":[{"title":"Paperback","offer_id":46070431121663,"sku":"9781009233767","price":22.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_f82f0d99-ddff-4962-aedf-a3bdd039866a.jpg?v=1724243244","url":"https:\/\/www.whiterainbookhouse.com\/products\/computational-construction-grammar-jonathan-dunn-9781009233767","provider":"WR Book House","version":"1.0","type":"link"}