Explanatory models can potentially help human moderators make quicker and more consistent decisions about whether to remove comments (Lakkaraju et al., 2016).
we propose that truly minimal explanations are liable to give only a partial portrait of why a comment is objectionable, making it harder to render a fair holistic decision.