statistical based machine translation

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• Dictionary-based machine translation — Machine translation can use a method based on dictionary entries, which means that the words will be translated as a dictionary does – word by word, usually without much correlation of meaning between them. Dictionary lookups may be done with or… …   Wikipedia

• Example-based machine translation — The Example based machine translation (EBMT) approach to machine translation is often characterized by its use of a bilingual corpus with parallel texts as its main knowledge base, at run time. It is essentially a translation by analogy and can… …   Wikipedia

• Transfer-based machine translation — is a type of machine translation, it is based on the idea of interlingua and is currently one of the most widely used methods of machine translationOverviewBoth transfer based and interlingua based machine translation have the same idea: to make… …   Wikipedia

• Statistical machine translation — (SMT) is a machine translation paradigm where translations are generated on the basis of statistical models whose parameters are derived from the analysis of bilingual text corpora. The statistical approach contrasts with the rule based… …   Wikipedia

• Machine translation — Part of a series on Translation Types Language interpretation …   Wikipedia

• History of machine translation — The history of machine translation generally starts in the 1950s, although work can be found from earlier periods. The Georgetown experiment in 1954 involved fully automatic translation of more than sixty Russian sentences into English. The… …   Wikipedia

• Machine translation software usability — The sections below give objective criteria for evaluating the usability of machine translation software output. Stationarity or Canonical Form Do repeated translations converge on a single expression in both languages? I.e. does the translation… …   Wikipedia

• Evaluation of machine translation — Various methods for the evaluation for machine translation have been employed. This article will focus on the evaluation of the output of machine translation, rather than on performance or usability evaluation.Before covering the large scale… …   Wikipedia

• Comparison of machine translation applications — A machine translation application is a program which can translate text or speech from one natural language to another. Machine translation applications are essential to the modern language industry. Please see the individual products articles… …   Wikipedia

• Moses (machine translation) — Moses Development status stable Written in C++, Perl Operating system 32 bit MS Windows (NT/2000/XP), OS Portable, Linux, OS X Platform cross platform …   Wikipedia

• Statistical semantics — is the study of how the statistical patterns of human word usage can be used to figure out what people mean, at least to a level sufficient for information access (Furnas, 2006). How can we figure out what words mean, simply by looking at… …   Wikipedia