In Google Inc.?s vision of the future, people will be able to translate documents instantly into the world?s main languages, with machine logic, not expert linguists, leading the way. Google?s approach, called statistical machine translation, differs from past efforts in that it forgoes language experts who program grammatical rules and dictionaries into computers. Instead, they feed documents humans have already translated into two languages and then rely on computers to discern patterns for future translations. While the quality is not perfect, it is an improvement on previous efforts at machine translation, said Franz Och, 35, a German who heads Google?s translation effort at its Mountain View headquarters south of San Francisco. ?Some people that are in machine translations for a long time and then see our Arabic-English output, then they say, that?s amazing, that?s a breakthrough,? said Och.?And then other people who have never seen what machine translation was ... they read through the sentence and they say, the first mistake here in line five -- it doesn?t seem to work because there is a mistake there.? But for some tasks, a mostly correct translation may be good enough. Speaking over lunch this week in a Google cafeteria famed for offering free, healthy food, Och showed a translation of an Arabic Web news site into easily digestible English. Two Google workers speaking Russian at a nearby table said, however, that a translation of a news site from English into their native tongue was understandable but a bit awkward. Och, who speaks German, English and some Italian, feeds hundreds of millions of words from parallel texts such as Arabic and English into the computer, using United Nations and European Union documents as key sources. http://www.livemint.com/2007/03/28091138/Google-attempts-instant-transl.html Thanks & Regards, Farooque Shaheen, Caritor India Pvt Ltd. Tel. 080-26678388 Ext. 4105 VOIP- 40366 -- This message has been scanned for viruses and dangerous content by MailScanner, and is believed to be clean.