spurious correlation

Which Spurious Correlations Impact Reasoning in NLI Models? A Visual Interactive Diagnosis through Data-Constrained Counterfactuals ACL 2023 Adversarial Robustness Through the Lens of Causality ICLR 2022 Analyzing Biases to Spurious Correlations in Text Classification Tasks AACL 2022 An Investigation of the (In)effectiveness of Counterfactually Augmented Data ACL 2022 Are All Spurious Features in Natural Language Alike? An Analysis through a Causal Lens EMNLP 2022 Causal Dynamics Learning for Task-Independent State Abstraction ICML 2022 Causal Transportability for Visual Recognition CVPR 2022 ConfounderGAN: Protecting Image Data Privacy with Causal Confounder NeurIPS 2022 Content-Context Factorized Representations for Automated Speech Recognition Interspeech 2022 Correct-N-Contrast: a Contrastive Approach for Improving Robustness to Spurious Correlations ICML 2022 Debiasing Graph Neural Networks via Learning Disentangled Causal Substructure NeurIPS 2022 Debiasing Masks: A New Framework for Shortcut Mitigation in NLU EMNLP 2022 Debiasing NLU Models via Causal Intervention and Counterfactual Reasoning AAAI 2022 Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective COLING 2022 Does Self-Rationalization Improve Robustness to Spurious Correlations? EMNLP 2022 Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing EMNLP 2022 Dynamically Refined Regularization for Improving Cross-corpora Hate Speech Detection ACL 2022 Explicit Tradeoffs between Adversarial and Natural Distributional Robustness NeurIPS 2022 Generating Data to Mitigate Spurious Correlations in Natural Language Inference Datasets ACL 2022 Identifying and Mitigating Spurious Correlations for Improving Robustness in NLP Models NAACL 2022 Improving Multi-Task Generalization via Regularizing Spurious Correlation NeurIPS 2022 Information-Theoretic Bias Reduction via Causal View of Spurious Correlation AAAI 2022 Informativeness and Invariance: Two Perspectives on Spurious Correlations in Natural Language NAACL 2022 Interventional Training for Out-Of-Distribution Natural Language Understanding EMNLP 2022 Invariance Learning based on Label Hierarchy NeurIPS 2022