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How Google Translate Works - The Machine Learning Algorithm Explained! 6 лет назад


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How Google Translate Works - The Machine Learning Algorithm Explained!

Let’s take a look at how Google Translate’s Neural Network works behind the scenes! Read these references below for the best understanding of Neural Machine Translation! SUBSCRIBE TO CODE EMPORIUM: https://www.youtube.com/c/CodeEmporiu... To submit your video to CS Dojo Community, please use this link: https://csdojo.io/enter REFERENCES [1] Landmark paper of LSTM (Hochreiter et al., 1997): https://www.bioinf.jku.at/publication... [2] Landmark paper of Neural Machine Translation NMT (Kalchbrenner et al., 2013): https://arxiv.org/abs/1306.3584 [3] Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation (Cho et al., 2014): https://arxiv.org/abs/1406.1078 [4] Seq to Seq learning with neural networks (Sutskever et al., 2014): https://arxiv.org/abs/1409.3215) [5] The paper that introduced Bidirectional RNN : https://pdfs.semanticscholar.org/4b80... [6] On the properties of NMP: Encoder-Decoder Approaches (Cho et al., 2014): https://arxiv.org/pdf/1409.1259.pdf Fig. 4 (a) [7] NMT by jointly learning to align & translate (Bahdanau et al., 2016): https://arxiv.org/pdf/1409.0473.pdf 5.2.2 [8] Google Translate Main paper (Wu et al., 2016): https://ai.google/research/pubs/pub45610

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