conftrace_

spurious correlation

279 papers

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Co-occurring keywords

causal inference (1630) domain generalization (1522) out-of-distribution generalization (408) bias mitigation (500) text classification (6793) shortcut learning (79) representation learning (6206) model robustness (480) natural language inference (1287) domain adaptation (4595)

Papers

Exploring and Utilizing Pattern Imbalance CVPR 2023
Contextual Reliability: When Different Features Matter in Different Contexts ICML 2023
Discover and Cure: Concept-aware Mitigation of Spurious Correlation ICML 2023
Out-of-Domain Robustness via Targeted Augmentations ICML 2023
Towards Trustworthy Explanation: On Causal Rationalization ICML 2023
LEXPLAIN: Improving Model Explanations via Lexicon Supervision ACL 2023
Causal Intervention and Counterfactual Reasoning for Multi-modal Fake News Detection ACL 2023
MGR: Multi-generator Based Rationalization ACL 2023
When and Why Does Bias Mitigation Work? EMNLP 2023
A Whac-a-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others CVPR 2023
Towards Last-layer Retraining for Group Robustness with Fewer Annotations NIPS 2023
Robust Learning with Progressive Data Expansion Against Spurious Correlation NIPS 2023
Make the U in UDA Matter: Invariant Consistency Learning for Unsupervised Domain Adaptation NIPS 2023
Does Invariant Graph Learning via Environment Augmentation Learn Invariance? NIPS 2023
HiBug: On Human-Interpretable Model Debug NIPS 2023
PECO: Examining Single Sentence Label Leakage in Natural Language Inference Datasets through Progressive Evaluation of Cluster Outliers EACL 2023
Accuracy on the Curve: On the Nonlinear Correlation of ML Performance Between Data Subpopulations ICML 2023
Provably Invariant Learning without Domain Information ICML 2023
FACTS: First Amplify Correlations and Then Slice to Discover Bias ICCV 2023
Better May Not Be Fairer: A Study on Subgroup Discrepancy in Image Classification ICCV 2023
Overwriting Pretrained Bias with Finetuning Data ICCV 2023
Rapid Adaptation in Online Continual Learning: Are We Evaluating It Right? ICCV 2023
Robustness to Spurious Correlations Improves Semantic Out-of-Distribution Detection AAAI 2023
Explanation-based Finetuning Makes Models More Robust to Spurious Cues ACL 2023
Which Spurious Correlations Impact Reasoning in NLI Models? A Visual Interactive Diagnosis through Data-Constrained Counterfactuals ACL 2023