The Impact of Syntactic and Semantic Proximity on Machine Translation with Back-Translation

Nicolas Guerin, Shane Steinert-Threlkeld, Emmanuel Chemla

Unsupervised on-the-fly back-translation, in conjunction with multilingual pretraining, is the dominant method for unsupervised neural machine translation. Theoretically, however,…