The corpus includes misspellings from young children as well as extremely poor spellers subject to spelling tests way beyond their ability.
he defines the problem as 'a single word w and a large set of words W , quickly deciding which of the words in W most closely resembles w measured by some metric of similarity, such as minimum edit distance' and points out that finding the closest match between w and a large list of words, is an extremely demanding task.