bearings in them placed together in a such way that you could do the kind of country to capital translation then that's a really strong inductive bias for us and if that holds true then we can possibly align words by similarly by just like uncovering some kind of affine or linear transformation that align these two things together so very surprisingly it's actually true so for the virtual vac that we use let's say in fast text if you train it on one language if your trailer multiple languages and then these embedding space they are only a