Unsupervised machine translation: A novel approach to provide fast, accurate translations for more languages Automatic language translation is important to Facebook as a way to allow the billions of people who use our services to connect and communicate in their preferred language. To do this well, current machine translation (MT) systems require access to a considerable volume of translated text