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w4952011-04-05 02:53:31
Machine translation from one language to another
w495, 2011-04-05 02:53:31

Statistical machine translation and fuzzy logic?

Is statistical machine translation somehow related to fuzzy logic? I feel like it is, but I can't quite figure out how.
I am very sorry for the question, but it haunts me, and there are not many places on the Runet where you can get an answer to it.

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rasa, 2011-04-05
@w495

Perhaps the book "Routledge encyclopedia of translation studies"
will help you. In particular, it contains the following lines:
One advanced feature of a translation memory system is the so-called fuzzy match facility. This is of interest to both professional translators and linguists. In addition to exact matches, systems which incorporate this feature can find in their translation memory segments which differ from each other in certain respects but which are regarded as similar according to specific algorithms. The algorithms are based on the principles of 'fuzzy logic' and make use of syntactic parsing mechanisms to some extent.
A similar principle of 'fuzzy match' or 'controlled similarity' has been applied in a rather different translation environment. A system known as Computer-Aided Dialect Adaptation (CADA) has been used by Bible translators to create a translation on the basis of another translation in a similar or related language, for example to translate the Scriptures into several dialects of South American or African languages (Bean 1993; Stanford and Watters 1993).

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