Sasha Sax ⇤ Department of Computer Science Stanford University [email protected] Abstract Toxic comments are increasingly drowning out constructive ones, and websites are reacting by shutting down comment sections. Human moderation is slow and expensive, so an algorithmic solution is preferable. In this project, we explore the