Identifying and Mitigating Spurious Correlations for Improving Robustness in NLP Models

Tianlu Wang, Rohit Sridhar, Diyi Yang +1

Recently, NLP models have achieved remarkable progress across a variety of tasks; however, they have also been criticized for being not robust. Many robustness problems can be attr…