Neural Machine Translation with Characters and Hierarchical Encoding

Alexander Rosenberg Johansen, Jonas Meinertz Hansen, Elias Khazen Obeid +2

Most existing Neural Machine Translation models use groups of characters or whole words as their unit of input and output. We propose a model with a hierarchical char2word encoder,…