Before revision:  Finally, we present a multi-task learning framework to train the Transformer model and show that by incorporating GIZA++ alignments into our multi-task training, we can induce significantly better alignmentsthan GIZA++  .
After revision:  Finally, we present a multi-task learning framework to train the Transformer model and show that by incorporating GIZA++ alignments into our multi-task training, we can induce significantly better alignmentsthan GIZA++ by 1.4-4.8 AER points .