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What is a neural network search systems Google and Yandex? Why is it necessary?

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In 2016, Google introduced a system for neural machine translation (GNMT), which uses artificial neural network, to improve the quality of the translation. Neural translation model uses different principles of operation with the text than the standard statistical method of translation. Before the advent of neural networks, the translation was conducted by the sent system translating individual words given the grammar. Therefore, in the complex momentum or long sentences, the translation quality left much to be desired. GNMT also translates the whole sentence given the context.
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