{"product_id":"deep-learning-and-linguistic-representation","title":"Deep Learning and Linguistic Representation","description":"\u003cp\u003eThe application of deep learning methods to problems in natural language processing has generated significant progress across a wide range of natural language processing tasks. For some of these applications, deep learning models now approach or surpass human performance. While the success of this approach has transformed the engineering methods of machine learning in artificial intelligence, the significance of these achievements for the modelling of human learning and representation remains unclear.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e\u003cem\u003eDeep Learning and Linguistic Representation\u003c\/em\u003e\u003c\/strong\u003e looks at the application of a variety of deep learning systems to several cognitively interesting NLP tasks. It also considers the extent to which this work illuminates our understanding of the way in which humans acquire and represent linguistic knowledge.\u003c\/p\u003e\u003cp\u003eKey Features:\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003ecombines an introduction to deep learning in AI and NLP with current research on Deep Neural Networks in computational linguistics.\u003c\/li\u003e\n\u003cli\u003eis self-contained and suitable for teaching in computer science, AI, and cognitive science courses; it does not assume extensive technical training in these areas.\u003c\/li\u003e\n\u003cli\u003eprovides a compact guide to work on state of the art systems that are producing a revolution across a range of difficult natural language tasks.\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Taylor \u0026 Francis Ltd","offers":[{"title":"Default Title","offer_id":54254565753176,"sku":"9780367648749","price":72.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9780367648749_69928d57-8d16-46f2-87ec-e5b6a7dab433.jpg?v=1777212061","url":"https:\/\/agendabookshop.com\/products\/deep-learning-and-linguistic-representation","provider":"Agenda Bookshop","version":"1.0","type":"link"}