{"product_id":"probabilistic-approaches-to-linguistic-theory-jean-philippe-bernardy-9781684000791","title":"Probabilistic Approaches to Linguistic Theory","description":"\u003cb\u003eA textbook exploring predictive modes of linguistic development and analysis.\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e During the last two decades, computational linguists, in concert with other researchers in AI, have turned to machine learning and statistical techniques to capture features of natural language and aspects of the learning process that are not easily accommodated in classical algebraic frameworks. These developments are producing a revolution in linguistics in which traditional symbolic systems are giving way to probabilistic and deep learning approaches. This collection features articles that provide background to these approaches, and their application in syntax, semantics, pragmatics, morphology, psycholinguistics, neurolinguistics, and dialogue modeling. Each chapter provides a self-contained introduction to the topic that it covers, making this volume accessible to graduate students and researchers in linguistics, NLP, AI, and cognitive science. \u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Jean-Philippe Bernardy\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1684000793\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781684000791\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Center for the Study of Language and Informat\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/24\/2023\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 150\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.36lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 8.98h x 6.30w x 0.87d","brand":"Jean-Philippe Bernardy","offers":[{"title":"Paperback","offer_id":44131524477183,"sku":"9781684000791","price":38.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_abb66e96-ddac-4a8c-b692-b5189189c289.jpg?v=1687474926","url":"https:\/\/www.whiterainbookhouse.com\/products\/probabilistic-approaches-to-linguistic-theory-jean-philippe-bernardy-9781684000791","provider":"WR Book House","version":"1.0","type":"link"}