Our work differs from them in that we (1) do not restrict ourselves to a specific error type such as mass noun; and (2) exploit a large-scale real world data set.
both models corrected the examples below: Original: the model trained on 0.3M sentences corrected the following example: Original: (the learner made an error in conjugation form.)