Xinyi Sun

Mitigating Shortcut Learning via Smart Data Augmentation based on Large Language Model

Data-driven pre-trained language models typically perform shortcut learning wherein they rely on the spurious correlations between the data and the ground truth. This reliance can undermine the robustness and generalization of the model. To address this issue, data augmentation emerges as a promisin…