Finally, after annotating a small amount of samples for the three languages, we computed some basic statistics about each edit that may help in classifying typo edits from nontypo ones.
we computed three statistics: 1. Ratio of the target perplexity over the source calculated by a language model 2. Normalized edit distance between the source and the target 3. Binary variable indicating whether the edit purely consists of changes in number