spurious correlation

MGR: Multi-generator Based Rationalization ACL 2023 Mitigating Backdoor Poisoning Attacks through the Lens of Spurious Correlation EMNLP 2023 Mitigating Biases in Hate Speech Detection from A Causal Perspective EMNLP 2023 Mitigating Spurious Correlations in Multi-modal Models during Fine-tuning ICML 2023 Multijugate Dual Learning for Low-Resource Task-Oriented Dialogue System ACL 2023 Out-of-Domain Robustness via Targeted Augmentations ICML 2023 Overwriting Pretrained Bias with Finetuning Data ICCV 2023 PECO: Examining Single Sentence Label Leakage in Natural Language Inference Datasets through Progressive Evaluation of Cluster Outliers EACL 2023 Provably Invariant Learning without Domain Information ICML 2023 Pushing the Accuracy-Group Robustness Frontier with Introspective Self-play ICLR 2023 Rapid Adaptation in Online Continual Learning: Are We Evaluating It Right? ICCV 2023 Reducing Spurious Correlations in Aspect-based Sentiment Analysis with Explanation from Large Language Models EMNLP 2023 Robust Learning with Progressive Data Expansion Against Spurious Correlation NeurIPS 2023 Robustness to Spurious Correlations Improves Semantic Out-of-Distribution Detection AAAI 2023 Seeing is not Believing: Robust Reinforcement Learning against Spurious Correlation NeurIPS 2023 Spuriosity Didn’t Kill the Classifier: Using Invariant Predictions to Harness Spurious Features NeurIPS 2023 Spuriosity Rankings: Sorting Data to Measure and Mitigate Biases NeurIPS 2023 Stubborn Lexical Bias in Data and Models ACL 2023 Towards Last-layer Retraining for Group Robustness with Fewer Annotations NeurIPS 2023 Towards Trustworthy Explanation: On Causal Rationalization ICML 2023 Training Debiased Subnetworks With Contrastive Weight Pruning CVPR 2023 What Is Missing in IRM Training and Evaluation? Challenges and Solutions ICLR 2023 When and Why Does Bias Mitigation Work? EMNLP 2023 When More is Less: Incorporating Additional Datasets Can Hurt Performance By Introducing Spurious Correlations MLHC 2023 Which Shortcut Solution Do Question Answering Models Prefer to Learn? AAAI 2023