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

Controlling Learned Effects to Reduce Spurious Correlations in Text Classifiers ACL 2023
Mitigating Backdoor Poisoning Attacks through the Lens of Spurious Correlation EMNLP 2023
Interventional Rationalization EMNLP 2023
Training Debiased Subnetworks With Contrastive Weight Pruning CVPR 2023
BiasAdv: Bias-Adversarial Augmentation for Model Debiasing CVPR 2023
Causal Effect Regularization: Automated Detection and Removal of Spurious Correlations NIPS 2023
Spuriosity Rankings: Sorting Data to Measure and Mitigate Biases NIPS 2023
Group Robust Classification Without Any Group Information NIPS 2023
Data Augmentations for Improved (Large) Language Model Generalization NIPS 2023
Seeing is not Believing: Robust Reinforcement Learning against Spurious Correlation NIPS 2023
Spuriosity Didn’t Kill the Classifier: Using Invariant Predictions to Harness Spurious Features NIPS 2023
Counterfactual Debiasing for Fact Verification ACL 2023
DeSIQ: Towards an Unbiased, Challenging Benchmark for Social Intelligence Understanding EMNLP 2023
Beyond Invariance: Test-Time Label-Shift Adaptation for Addressing "Spurious" Correlations NIPS 2023
When More is Less: Incorporating Additional Datasets Can Hurt Performance By Introducing Spurious Correlations MLHC 2023
Investigating the Robustness of Natural Language Generation from Logical Forms via Counterfactual Samples EMNLP 2022
Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning EMNLP 2022
Practical Benefits of Feature Feedback Under Distribution Shift EMNLP 2022
Look to the Right: Mitigating Relative Position Bias in Extractive Question Answering EMNLP 2022
Meaningfully debugging model mistakes using conceptual counterfactual explanations ICML 2022
Invariant Language Modeling EMNLP 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
Are All Spurious Features in Natural Language Alike? An Analysis through a Causal Lens EMNLP 2022
Robust Task-Oriented Dialogue Generation with Contrastive Pre-training and Adversarial Filtering EMNLP 2022