Before revision:  In this report , we revisit two problems that affect the performance of existing RE models, namely entity representation and noisy or ill-defined labels.
After revision:  In this paper , we revisit two problems that affect the performance of existing RE models, namely entity representation and noisy or ill-defined labels.