Different from them, we step further and make another iteration with updated n-gram translation tables.
we translate the monolingual sentences with our latest translation model and run GIZA++ (Och and Ney, 2003) on the generated pseudo parallel data to extract updated n-gram translation pairs, which are used to tune the encoder as Section 3.3, together with the back-translation within a multi-task learn-ing framework.