Before revision:  To illustrate HateCheck's utility, we test near-state-of-the-art transformer detection models as well as a popular commercial model , revealing critical model weaknesses.
After revision:  To illustrate HateCheck's utility, we test near-state-of-the-art transformer models as well as a popular commercial model , revealing critical model weaknesses.