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In November 2016, Google Neural Machine Translation system (GNMT) was introduced. Since then, Google Translate began using neural machine translation (NMT) in preference to its previous statistical methods (SMT) [1] [16] [17] [18] which had been used since October 2007, with its proprietary, in-house SMT technology.
Jan 1, 2017 · Statistical machine translation (SMT) deals with automatically mapping sentences in one human language (for example, French) into another human language (such as English). The first language is called the source and the second language is called the target. This process can be thought of as a stochastic process.
Jan 1, 2014 · Machine translation (MT) is the process of using computers to automate the translation of text from one natural language into another. MT of text has been an active area of research for the past few decades. In recent years, MT research has expanded to address the automated translation of spoken language. Funding agencies around the world and ...
Sep 16, 2002 · A translation model that is based on bilingual phrases to explicitly model the local context is presented and it is shown that this model performs better than the single-word based model. This paper is based on the work carried out in the framework of the VERBMOBIL project, which is a limited-domain speech translation task (German-English). In the final evaluation, the statistical approach was ...
Mar 10, 2012 · In most statistical machine translation (SMT) systems, bilingual segments are extracted via word alignment. However, there is a need for systematic study as to what alignment characteristics can benefit MT under specific experimental settings such as the type of MT system, the language pair or the type or size of the corpus. In this paper we perform, in each of these experimental settings, a ...
Jun 6, 2003 · Abstract. A collection of historically significant articles on machine translation, from its beginnings through the early 1990s. The field of machine translation (MT)—the automation of ...
Since there is a need for translation of sentences between English-Wolaytta language to make available the English documents in Wolaytta language and minimize the language barrier. Thus, this study in the development of a English-Wolaytta machine translation system using statistical approach.
