Out-of-domain data are often much easier to obtain, and we can therefore conclude that the proposed approach is preferable in many practically relevant situations.
this causes equation 14 to be replaced by this extension moves the model closer to the basic two-stage model, and the inclusion of the context vectors and the block drop-out operation on the hidden decoder states ensures that the second stage decoder does not rely too strongly on the first stage outputs.