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Statistical Methods for Machine Translation
2000In this article we describe the statistical approach to machine translation as implemented in the stattrans module of the Verbmobil system. The statistical translation approach uses two types of information: a translation model and a language model. The language model used is an m-gram model.
Christof Tillmann +5 more
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On the Statistical Machine Translation Studies
Applied Mechanics and Materials, 2013Machine translation (MT) is one of the core application of natural language processing and an important branch of artificial intelligence research; statistical methods have already become the mainstream of machine translation. This paper explores the comparative analysis on the translation model of statistical natural language processing based on the ...
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