spurious correlation

Invariant Grounding for Video Question Answering CVPR 2022 Invariant Language Modeling EMNLP 2022 Investigating the Robustness of Natural Language Generation from Logical Forms via Counterfactual Samples EMNLP 2022 Learning Concept Credible Models for Mitigating Shortcuts NeurIPS 2022 Learning Debiased Classifier with Biased Committee NeurIPS 2022 Learning Invariant Representations with Missing Data CLeaR 2022 Learning Stable Classifiers by Transferring Unstable Features ICML 2022 Look to the Right: Mitigating Relative Position Bias in Extractive Question Answering EMNLP 2022 MaskTune: Mitigating Spurious Correlations by Forcing to Explore NeurIPS 2022 Meaningfully debugging model mistakes using conceptual counterfactual explanations ICML 2022 Mitigating Spurious Correlation in Natural Language Understanding with Counterfactual Inference EMNLP 2022 On Feature Learning in the Presence of Spurious Correlations NeurIPS 2022 On the Impact of Spurious Correlation for Out-of-Distribution Detection AAAI 2022 On the Limitations of Dataset Balancing: The Lost Battle Against Spurious Correlations NAACL 2022 Outlier-Aware Training for Improving Group Accuracy Disparities AACL 2022 Out-of-distribution Generalization in the Presence of Nuisance-Induced Spurious Correlations ICLR 2022 Partial-input baselines show that NLI models can ignore context, but they don’t. NAACL 2022 Post hoc Explanations may be Ineffective for Detecting Unknown Spurious Correlation ICLR 2022 Practical Benefits of Feature Feedback Under Distribution Shift EMNLP 2022 Provable Domain Generalization via Invariant-Feature Subspace Recovery ICML 2022 Reducing Spurious Correlations for Answer Selection by Feature Decorrelation and Language Debiasing COLING 2022 Right for the Right Reason: Evidence Extraction for Trustworthy Tabular Reasoning ACL 2022 Robust Hate Speech Detection via Mitigating Spurious Correlations AACL 2022 Robust Interpretable Text Classification against Spurious Correlations Using AND-rules with Negation IJCAI 2022 Robust Task-Oriented Dialogue Generation with Contrastive Pre-training and Adversarial Filtering EMNLP 2022