Table 2 shows the performance of the model on data with varying amounts of natural orthographical errors (see Section 2.2). As observed in prior art (Heigold et al., 2017; <cite>Belinkov and Bisk, 2018</cite>) , when there are significant amounts of natural noise, the model's performance drops significantly.