For each disorder, <cite>Cohan et al. (2018)</cite> analyze the differences in language use between diagnosed users and their respective control groups. <cite>They</cite> also provide benchmark results for the binary classification task of predicting whether the user belongs to the diagnosed or the control group. We reproduce <cite>their</cite> baseline models for each disorder and compare to our deep learning-based model, explained in Section 2.3.