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An online peer-assessment system typically allows students to give textual feedback to their peers, with the goal of helping the peers improve their work. The amount of help that students receive is highly dependent on the quality of the reviews. Previous studies have investigated using machine learning to detect characteristics of reviews (e.g., Do they mention a problem, make a suggestion, or tell the student where to make a change?). Machine-learning approaches to peer-assessment evaluationdoi:10.5281/zenodo.6853126 fatcat:noxzz2iy3fg7vmsa7ruffd6c34