Before revision:  Second , we propose an adversarial bias mitigation approach applied to the state-of-the-art Bert rankers , which jointly learns to predict relevance and remove protected attributes.
After revision:  To mitigate these biases , we propose an adversarial bias mitigation approach applied to the state-of-the-art Bert rankers , which jointly learns to predict relevance and remove protected attributes.