the Cambridge Learner Corpus (Nicholls, 1999).
annotation of errors is difficult and costly (Rozovskaya and Roth, 2010), only a small fraction of observed errors will be real-word spelling errors, and learners are likely to make dif-ferent mistakes than proficient language users.