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

Learning Debiased Classifier with Biased Committee NIPS 2022
Spurious Correlations in Reference-Free Evaluation of Text Generation ACL 2022
Right for the Right Reason: Evidence Extraction for Trustworthy Tabular Reasoning ACL 2022
Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification ICML 2022
Interventional Training for Out-Of-Distribution Natural Language Understanding EMNLP 2022
Provable Domain Generalization via Invariant-Feature Subspace Recovery ICML 2022
Analyzing Biases to Spurious Correlations in Text Classification Tasks AACL 2022
Correct-N-Contrast: a Contrastive Approach for Improving Robustness to Spurious Correlations ICML 2022
Mitigating Spurious Correlation in Natural Language Understanding with Counterfactual Inference EMNLP 2022
ConfounderGAN: Protecting Image Data Privacy with Causal Confounder NIPS 2022
Learning Stable Classifiers by Transferring Unstable Features ICML 2022
Unsupervised Learning of Debiased Representations With Pseudo-Attributes CVPR 2022
On the Impact of Spurious Correlation for Out-of-Distribution Detection AAAI 2022
Towards Debiasing DNN Models from Spurious Feature Influence AAAI 2022
Debiasing NLU Models via Causal Intervention and Counterfactual Reasoning AAAI 2022
Information-Theoretic Bias Reduction via Causal View of Spurious Correlation AAAI 2022
Content-Context Factorized Representations for Automated Speech Recognition INTERSPEECH 2022
An Investigation of the (In)effectiveness of Counterfactually Augmented Data ACL 2022
Dynamically Refined Regularization for Improving Cross-corpora Hate Speech Detection ACL 2022
Robust Interpretable Text Classification against Spurious Correlations Using AND-rules with Negation IJCAI 2022
Causal Dynamics Learning for Task-Independent State Abstraction ICML 2022
Generating Data to Mitigate Spurious Correlations in Natural Language Inference Datasets ACL 2022
Debiasing Masks: A New Framework for Shortcut Mitigation in NLU EMNLP 2022
Spurious Correlations in Cross-Topic Argument Mining ACL 2021
Causal Attention for Vision-Language Tasks CVPR 2021