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NLP_Char_Translation

alt text NYU CDS DS-GA-1011 NLP with Representation Learning

Implementations of two Neural Machine Translation Models:

1. CNN-ResNet-BiGRU

Paper: "Fully Character-Level Neural Machine Translation without Explicit Segmentation", 2016
Implementation: https://github.com/violaciao/Char-NMT

2. Quasi-RNN
Paper: "Quasi-Recurrent Neural Networks", ICLR 2017
Many thanks to Jay Parks for the public implementation of QRNN, which served as a starting point for our implementation: https://github.com/JayParks/quasi-rnn

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Comparison of Two Character-level German to English Machine Translation Models

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