Our method is also connected to some previous approaches to improve machine translation using monolingual corpora.
the generation of a synthetic parallel corpus through backtranslation (Sennrich et al., 2016), which is a key component of our unsupervised tuning and iterative refinement procedures, has been previously used to improve NMT.