fairBERTs: Erasing Sensitive Information Through Semantic and Fairness-aware Perturbations

Jinfeng Li, Yuefeng Chen, Xiangyu Liu +3

Pre-trained language models (PLMs) have revolutionized both the natural language processing research and applications. However, stereotypical biases (e.g., gender and racial discri…