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Neural Machine Translation (NMT) from Spanish to English. Architecture is Seq2Seq + Multiplicative Attention + Character-level conditional English (target) language model.

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Neural-Machine-Translation

Neural Machine Translation (NMT) from Spanish (source) to English (target). The architecture is Seq2Seq + Multiplicative Attention + Character-level conditional English (target) language model. Both the Encoder and Decoder word embeddings are calculated by respective character-level convolutional models. A separate character-level conditional English (target) language model is jointly-trained along with encoder-decoder, which during test-time replaces only 'unk' (unknown) word generations with it's own generated words. The whole architecture achieves a BLEU score of 36.56

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Neural Machine Translation (NMT) from Spanish to English. Architecture is Seq2Seq + Multiplicative Attention + Character-level conditional English (target) language model.

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