{"product_id":"9781598295962","title":"Dependency Parsing","description":"Dependency-based methods for syntactic parsing have become increasingly popular in natural language processing in recent years. This book gives a thorough introduction to the methods that are most widely used today. After an introduction to dependency grammar and dependency parsing, followed by a formal characterization of the dependency parsing problem, the book surveys the three major classes of parsing models that are in current use: transition-based, graph-based, and grammar-based models. It continues with a chapter on evaluation and one on the comparison of different methods, and it closes with a few words on current trends and future prospects of dependency parsing. The book presupposes a knowledge of basic concepts in linguistics and computer science, as well as some knowledge of parsing methods for constituency-based representations.\u003cp\u003eTable of Contents: Introduction \/ Dependency Parsing \/ Transition-Based Parsing \/ Graph-Based Parsing \/ Grammar-Based Parsing \/ Evaluation \/ Comparison \/ Final Thoughts\u003c\/p\u003e","brand":"Morgan and Claypool Publishers","offers":[{"title":"Default Title","offer_id":47041297580272,"sku":"9781598295962","price":34.94,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781598295962_p0.jpg?v=1763810427","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781598295962","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}