Measuring and Improving Attentiveness to Partial Inputs with Counterfactuals

Yanai Elazar, Bhargavi Paranjape, Hao Peng +5

The inevitable appearance of spurious correlations in training datasets hurts the generalization of NLP models on unseen data. Previous work has found that datasets with paired inp…