spurious correlation

Understanding the failure modes of out-of-distribution generalization ICLR 2021 Unshuffling Data for Improved Generalization in Visual Question Answering ICCV 2021 A negative case analysis of visual grounding methods for VQA ACL 2020 An Investigation of Why Overparameterization Exacerbates Spurious Correlations ICML 2020 Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training EMNLP 2020 Counterfactual Generator: A Weakly-Supervised Method for Named Entity Recognition EMNLP 2020 Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts MLHC 2020 Gender Coreference and Bias Evaluation at WMT 2020 EMNLP 2020 Identifying Spurious Correlations for Robust Text Classification EMNLP 2020 Invariant Risk Minimization Games ICML 2020 Learning from Failure: De-biasing Classifier from Biased Classifier NeurIPS 2020 Learning The Difference That Makes A Difference With Counterfactually-Augmented Data ICLR 2020 Robustness to Spurious Correlations via Human Annotations ICML 2020 Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing CVPR 2020 Two Causal Principles for Improving Visual Dialog CVPR 2020 Improved Zero-shot Neural Machine Translation via Ignoring Spurious Correlations ACL 2019 Probing Neural Network Comprehension of Natural Language Arguments ACL 2019 Understanding Dataset Design Choices for Multi-hop Reasoning NAACL 2019 Guarding against Spurious Discoveries in High Dimensions JMLR 2016