Why Neural Translations are the Right Length

Xing Shi1, Kevin Knight2, Deniz Yuret3
1University of Southern California, 2USC/ISI, 3Koc University


Abstract

We investigate how neural, encoder-decoder translation systems output target strings of appropriate lengths, finding that a collection of hidden units learns to explicitly implement this functionality.