Controlling Bias Exposure for Fair Interpretable Predictions

Zexue He, Yu Wang, Julian McAuley +1

Recent work on reducing bias in NLP models usually focuses on protecting or isolating information related to a sensitive attribute (like gender or race). However, when sensitive in…