just looking at sentence level you're looking inside sentence to sub component level statistics and then they also use a monolingual language models to make sure what you translate actually looks like a real sentence so that basically you can see that as marginal matching and then they also have this thing called black translation which is another variant of cycle consistency so you translate it from English to French and then French back to English you get you should get back the same sentence and this is a paper that essentially