The distributions of errors in the three test sets are not similar, and therefore, the stability in performance of the WikiRev systems cannot be attributed to the hypothesis that the WikiRev training data error distributions are more similar to the test data than any of the other training corpora.
we claim that if a preposition error correction system is to be deployed on data for which the error characteristics are not known in advance, i.e.