Inference-only sub-character decomposition improves translation of unseen logographic characters

Danielle Saunders, Weston Feely, Bill Byrne

Neural Machine Translation (NMT) on logographic source languages struggles when translating `unseen' characters, which never appear in the training data. One possible approach to t…