{"product_id":"9783642259227","title":"Theory and Applications of Natural Language Processing","description":"\u003ch1\u003eTheory and Applications of Natural Language Processing\u003c\/h1\u003e \u003ch2\u003eBiemann, Chris; van den Bosch, Antal\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eCurrent language technology is dominated by approaches that either enumerate a large set of rules, or are focused on a large amount of manually labelled data. The creation of both is time-consuming and expensive, which is commonly thought to be the reason why automated natural language understanding has still not made its way into “real-life” applications yet. \u003c\/p\u003e\u003cp\u003eThis book sets an ambitious goal: to shift the development of language processing systems to a much more automated setting than previous works. A new approach is defined: what if computers analysed large samples of language data on their own, identifying structural regularities that perform the necessary abstractions and generalisations in order to better understand language in the process?\u003cbr\u003eAfter defining the framework of Structure Discovery and shedding light on the nature and the graphic structure of natural language data, several procedures are described that do exactly this: let the computer discover structures without supervision in order to boost the performance of language technology applications. Here, multilingual documents are sorted by language, word classes are identified, and semantic ambiguities are discovered and resolved without using a dictionary or other explicit human input. The book concludes with an outlook on the possibilities implied by this paradigm and sets the methods in perspective to human computer interaction.\u003c\/p\u003e\u003cp\u003eThe target audience are academics on all levels (undergraduate and graduate students, lecturers and professors) working in the fields of natural language processing and computational linguistics, as well as natural language engineers who are seeking to improve their systems.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2011-12-09\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9783642259227\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-642-25923-4\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 180\u003c\/p\u003e ","brand":"Springer Berlin Heidelberg","offers":[{"title":"Default Title","offer_id":45583411544204,"sku":"9783642259227","price":98.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783642259227.jpg?v=1776518317","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783642259227","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}