CoBA: Counterbias Text Augmentation for Mitigating Various Spurious Correlations via Semantic Triples

Kyohoon Jin, Juhwan Choi, Jungmin Yun +3

Deep learning models often learn and exploit spurious correlations in training data, using these non-target features to inform their predictions. Such reliance leads to performance…