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Google translate. Logo. Google Translate është një shërbim shumëgjuhësh përkthimi me makinë nervore i zhvilluar nga Google për të përkthyer tekstin, dokumentet dhe faqet e internetit nga një gjuhë në një tjetër. Ai ofron një ndërfaqe uebsajti, një aplikacion celular për Android dhe iOS dhe një API që ndihmon zhvilluesit ...
Neural machine translation (NMT) is an approach to machine translation that uses an artificial neural network to predict the likelihood of a sequence of words, typically modeling entire sentences in a single integrated model.
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Google Translate is a multilingual neural machine translation service developed by Google to translate text, documents and websites from one language into another. It offers a website interface , a mobile app for Android and iOS , as well as an API that helps developers build browser extensions and software applications . [3]
Google Neural Machine Translation (GNMT) was a neural machine translation (NMT) system developed by Google and introduced in November 2016 that used an artificial neural network to increase fluency and accuracy in Google Translate.
Aug 7, 2019 · Neural machine translation, or NMT for short, is the use of neural network models to learn a statistical model for machine translation. The key benefit to the approach is that a single system can be trained directly on source and target text, no longer requiring the pipeline of specialized systems used in statistical machine learning.
Nov 22, 2016 · In “ Google’s Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation ”, we address this challenge by extending our previous GNMT system, allowing for a single system to translate between multiple languages. Our proposed architecture requires no change in the base GNMT system, but instead uses an additional “token ...
Sep 27, 2016 · Scores range from 0 to 6, with 0 meaning “completely nonsense translation”, and 6 meaning “perfect translation." The following visualization shows the progression of GNMT as it translates a Chinese sentence to English. First, the network encodes the Chinese words as a list of vectors, where each vector represents the meaning of all words ...
