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Since October 2007, Google Translate has used proprietary, in-house technology based on statistical machine translation instead.
Although, Google deployed a new system called “Neural Machine Translation” for better quality translation, there are languages that still use the traditional translation method called “Statistical Machine Translation.” It is a “rule-based” translation method that utilizes predictive algorithms to guess ways to translate texts in foreign languages.
Since SMT uses predictive algorithms to translate text, it had poor grammatical accuracy.
However, Google initially did not hire experts to resolve this limitation due to ever-evolving nature of language.
For most of its features, Google Translate provides the pronunciation, dictionary, and listen to translation.
Additionally, Google Translate has introduced its own Translate app, so translation is available with mobile phone in offline mode.
Originally only enabled for a few languages in 2016, GNMT is gradually being used for more languages.Rather than translating languages directly, it first translates text to English and then to the target language.During a translation, it looks for patterns in millions of documents to help decide on the best translation.The system's original creator, Franz Josef Och, has criticized the effectiveness of rule-based algorithms in favor of statistical approaches.It is based on a method called statistical machine translation, and more specifically, on research by Och who won the DARPA contest for speed machine translation in 2003.
Google Translate is a free multilingual machine translation service developed by Google, to translate text.