Xerox would like a word.
https://news.ycombinator.com/item?id=29223815
Point being, "correcting" to "correct looking" may be worse than just accepting errors. Errors are often clearly identified by humans as a nonsense word. "Correcting" OCR can result in plausible, but wrong results that are more difficult for the human in the loop to identify.