{"product_id":"computational-construction-grammar-paperback","title":"Computational Construction Grammar - Paperback","description":"\u003cp\u003eby \u003cb\u003eJonathan Dunn\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003eThis 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.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 110\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.23 x 9 x 6 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e June 06, 2024\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":42702752841791,"sku":"9781009233767","price":42.23,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/b4aa01e6e983be54b2ee3fac6d7f4f2e_b4e74eb5-6b09-4ade-8b37-7bf6e38d69a0.webp?v=1765026175","url":"https:\/\/dhlswag.com\/products\/computational-construction-grammar-paperback","provider":"BBB","version":"1.0","type":"link"}