Title Hybrid approaches to machine translation / Marta R. Costa-jussà, Reinhard Rapp, Patrik Lambert, Kurt Eberle, Rafael E. Banchs, Bogdan Babych, editors

Published Switzerland : Springer, [2016] ©2016

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Description 1 online resource (ix, 205 pages) : illustrations (some color) Series Theory and applications of natural language processing, 2192-0338 Theory and applications of natural language processing. Contents Hybrid machine translation overview -- Controllent ascent: imbuing statistical MT with linguistic knowledge -- Hybrid word alignment -- Syntax-based pre-reordering for Chinese-to-Japanese statistical machine translation -- Machine learning applied to rule-based machine translation -- Language-independent hybrid MT: comparative evaluation of translation quality -- Creating hybrid dependency parsers for syntax-based MT -- Using WordNet-based word sense disambiguation to improve MT performance Summary This volume provides an overview of the field of Hybrid Machine Translation (MT) and presents some of the latest research conducted by linguists and practitioners from different multidisciplinary areas. Nowadays, most important developments in MT are achieved by combining data-driven and rule-based techniques. These combinations typically involve hybridization of different traditional paradigms, such as the introduction of linguistic knowledge into statistical approaches to MT, the incorporation of data-driven components into rule-based approaches, or statistical and rule-based pre- and post-processing for both types of MT architectures. The book is of interest primarily to MT specialists, but also -- in the wider fields of Computational Linguistics, Machine Learning and Data Mining -- to translators and managers of translation companies and departments who are interested in recent developments concerning automated translation tools Bibliography Includes bibliographical references Notes Print version record Subject Natural language processing (Computer science) Machine translating Natural Language Processing Computational linguistics. Translation & interpretation. Natural language & machine translation. COMPUTERS -- General. Machine translating Natural language processing (Computer science) Form Electronic book Author Costa-jussà, Marta R., editor Rapp, Reinhard, editor. Lambert, Patrik, editor Eberle, Kurt, editor Banchs, Rafael E., editor. Babych, Bogdan, editor ISBN 9783319213118 3319213113

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