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This paper describes the systems developed by the BiTeM team for the CLEF eRisk Task 1 and 2, 2019. The goal was to predict the risk of anorexia and self-harm from user-generated content on Reddit. Several approaches based on supervised learning were used to estimate the risk of anorexia and self-harm. The systems were able to achieve low to moderate results.

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