Unit Testing for Concepts in Neural Networks

Charles Lovering, Ellie Pavlick

Many complex problems are naturally understood in terms of symbolic concepts. For example, our concept of "cat" is related to our concepts of "ears" and "whiskers" in a non-arbitra…