Before revision:  In this paper, we present an approach to creating interpretable entity representations that are human readable and achieve high performance on entity-related tasks out of the box.
After revision:  In this paper, we present an approach to creating entity representations that are human readable and achieve high performance on entity-related tasks out of the box.