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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book provides a comprehensive overview of methods to build comparable corporaand of their applications, including machine translation, cross-lingual transfer, andvarious kinds of multilingual natural language processing. The authors begin witha brief history on the topic followed by a comparison to parallel resources and anexplanation of why comparable corpora have become more widely used. In particular,they provide the basis for the multilingual capabilities of pre-trained models, suchas BERT or GPT. The book then focuses on building comparable corpora, aligningtheir sentences to create a database of suitable translations, and using these sentencetranslations to produce dictionaries and term banks. Then, it is explained howcomparable corpora can be used to build machine translation engines and to developa wide variety of multilingual applications.…

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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - The 1990s saw a paradigm change in the use of corpus-driven methods in NLP. In the field of multilingual NLP (such as machine translation and terminology mining) this implied the use of parallel corpora. However, parallel resources are relatively scarce: many more texts are produced daily by native speakers of any given language than translated. This situation resulted in a natural drive towards the use of comparable corpora, i.e. non-parallel texts in the same domain or genre. Nevertheless, this research direction has not produced a single authoritative source suitable for researchers and students coming to the field. The proposed volume providesa reference source, identifying the state of the art in the field as well as future trends. The book is intended for specialists and students in natural language processing, machine translation and computer-assisted translation. …

Buch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - The 1990s saw a paradigm change in the use of corpus-driven methods in NLP. In the field of multilingual NLP (such as machine translation and terminology mining) this implied the use of parallel corpora. However, parallel resources are relatively scarce: many more texts are produced daily by native speakers of any given language than translated. This situation resulted in a natural drive towards the use of comparable corpora, i.e. non-parallel texts in the same domain or genre. Nevertheless, this research direction has not produced a single authoritative source suitable for researchers and students coming to the field. The proposed volume providesa reference source, identifying the state of the art in the field as well as future trends. The book is intended for specialists and students in natural language processing, machine translation and computer-assisted translation.…

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Taschenbuch. Zustand: Neu. Building and Using Comparable Corpora | Serge Sharoff (u. a.) | Taschenbuch | xii | Englisch | 2016 | Springer | EAN 9783662520062 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.…

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Buch. Zustand: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - This book provides a comprehensive overview of methods to build comparable corporaand of their applications, including machine translation, cross-lingual transfer, andvarious kinds of multilingual natural language processing. The authors begin witha brief history on the topic followed by a comparison to parallel resources and anexplanation of why comparable corpora have become more widely used. In particular,they provide the basis for the multilingual capabilities of pre-trained models, suchas BERT or GPT. The book then focuses on building comparable corpora, aligningtheir sentences to create a database of suitable translations, and using these sentencetranslations to produce dictionaries and term banks. Then, it is explained howcomparable corpora can be used to build machine translation engines and to developa wide variety of multilingual applications.…