Unlike previous work (e.g., (Sjöbergh and Knutsson, 2005;Brockett et al., 2006;Foster and Andersen, 2009)), we selectively introduce mistakes in an appropriate proportion.
to create training data that closely resemble text with naturally occurring errors, we use error frequency information and error distribution statistics obtained from corrected non-native text.