We therefore used LanguageTool, a rule-based grammar checker, to identify grammatical errors in the text.
to these two studies, we work with many more L1s (23); we explore various types of features, including features based on social network structures and content-independent features; and we evaluate our classifiers both in and outside of the domain of training.