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New statistical and syntactic models for machine translation: Syntax-based reordering and specific language modeling - Softcover
Significant improvements have been achieved in machine translation (MT) over the past few years, mostly motivated by the appearance of statistical machine translation (SMT) technology, which is currently considered the best way to perform MT of natural languages. The main goal of this book is to enhance the classical SMT models, introducing syntactical knowledge in the pre-translation step by reordering the source side of the corpus. To a great extent, our interest is in the value of syntax in reordering for languages with high word order disparity. A secondary objective consists of determining the potential of different language model (LM) enhancement techniques in order to improve the performance and efficiency of SMT systems. This book should be useful for professionals in the field of Machine Translation, students, researchers, and practitioners interested in modern natural language processing technologies.
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- PublisherVDM Verlag Dr. Müller
- Publication date2010
- ISBN 10 3639234332
- ISBN 13 9783639234336
- BindingPaperback
- Number of pages188
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New statistical and syntactic models for machine translation
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New statistical and syntactic models for machine translation: Syntax-based reordering and specific language modeling
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(2010)
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New statistical and syntactic models for machine translation
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Book Description Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Significant improvements have been achieved in machine translation (MT) over the past few years, mostly motivated by the appearance of statistical machine translation (SMT) technology, which is currently considered the best way to perform MT of natural languages. The main goal of this book is to enhance the classical SMT models, introducing syntactical knowledge in the pre-translation step by reordering the source side of the corpus. To a great extent, our interest is in the value of syntax in reordering for languages with high word order disparity. A secondary objective consists of determining the potential of different language model (LM) enhancement techniques in order to improve the performance and efficiency of SMT systems. This book should be useful for professionals in the field of Machine Translation, students, researchers, and practitioners interested in modern natural language processing technologies. 188 pp. Englisch. Seller Inventory # 9783639234336
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New statistical and syntactic models for machine translation Syntaxbased reordering and specific language modeling
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New statistical and syntactic models for machine translation Syntaxbased reordering and specific language modeling
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VDM Verlag Dr. Müller
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ISBN 13: 9783639234336
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New statistical and syntactic models for machine translation : Syntax-based reordering and specific language modeling
Published by
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ISBN 13: 9783639234336
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Book Description Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Significant improvements have been achieved in machine translation (MT) over the past few years, mostly motivated by the appearance of statistical machine translation (SMT) technology, which is currently considered the best way to perform MT of natural languages. The main goal of this book is to enhance the classical SMT models, introducing syntactical knowledge in the pre-translation step by reordering the source side of the corpus. To a great extent, our interest is in the value of syntax in reordering for languages with high word order disparity. A secondary objective consists of determining the potential of different language model (LM) enhancement techniques in order to improve the performance and efficiency of SMT systems. This book should be useful for professionals in the field of Machine Translation, students, researchers, and practitioners interested in modern natural language processing technologies. Seller Inventory # 9783639234336
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