Learning from others' mistakes: Avoiding dataset biases without modeling them

Victor Sanh, Thomas Wolf, Yonatan Belinkov +1

State-of-the-art natural language processing (NLP) models often learn to model dataset biases and surface form correlations instead of features that target the intended underlying…