Google Translate is a research driven product that bridges the language barrier and makes it possible to explore the multilingual web in 63 languages. This talk will highlight some of the key research efforts that have made this possible: large-scale language models, large-scale parallel data mining, syntactic reordering and targeted evaluation metrics.