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#Translate bot gchat code#

Google Translate made the switch to statistical machine translation in 2006, initially supporting only English and Arabic, but now translates 64 languages.

So, now that you know how it works and where it came from, here's a few more Translate tidbits you might not know: Getting a computer to learn the morphology and nuances of so many disparate languages ain't easy, after all. Any veteran user will tell you that its interpretations can be better at giving you the gist of the original document than they are at consummately reproducing the message. That's not to say Translate is fault-free.

#Translate bot gchat code#

Google switched to SMT because it enables the service to improve itself as it combs the web adding to its database of text - as opposed to linguists having to identify and code new rules as a language evolves. Initially, it used a rules-based system, where rules of grammar and syntax, along with vocabulary for each language, were manually coded into a computer. Now, Google Translate didn't always work this way.

Translate then picks the most statistically probable translation when asked to translate a new bit of text. It works using statistical machine translation (SMT), where computers analyze millions of existing translated documents to learn vocabulary and look for patterns in a language. Google Translate is a service that translates text, documents, web pages and the spoken word to and from any of the languages it currently supports.