Less is Better: Recovering Intended-Feature Subspace to Robustify NLU Models

Ting Wu, Tao Gui

Datasets with significant proportions of bias present threats for training a trustworthy model on NLU tasks. Despite yielding great progress, current debiasing methods impose exces…