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

Recovering Latent Causal Factor for Generalization to Distributional Shifts NIPS 2021
Can We Improve Model Robustness through Secondary Attribute Counterfactuals? EMNLP 2021
Examining and Combating Spurious Features under Distribution Shift ICML 2021
Can Subnetwork Structure Be the Key to Out-of-Distribution Generalization? ICML 2021
On Calibration and Out-of-Domain Generalization NIPS 2021
Refining Language Models with Compositional Explanations NIPS 2021
Spurious Correlations in Cross-Topic Argument Mining IJCNLP 2021
Leveraging Sparse Linear Layers for Debuggable Deep Networks ICML 2021
Counterfactual Maximum Likelihood Estimation for Training Deep Networks NIPS 2021
Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis ACL 2021
Mitigating Biases in Toxic Language Detection through Invariant Rationalization ACL 2021
Counterfactual Invariance to Spurious Correlations in Text Classification NIPS 2021
How Does Counterfactually Augmented Data Impact Models for Social Computing Constructs? EMNLP 2021
Shortcutted Commonsense: Data Spuriousness in Deep Learning of Commonsense Reasoning EMNLP 2021
Towards Robust Classification Model by Counterfactual and Invariant Data Generation CVPR 2021
Natural Adversarial Examples CVPR 2021
Deep Stable Learning for Out-of-Distribution Generalization CVPR 2021
Just Train Twice: Improving Group Robustness without Training Group Information ICML 2021
Selecting Data Augmentation for Simulating Interventions ICML 2021
Influence Tuning: Demoting Spurious Correlations via Instance Attribution and Instance-Driven Updates EMNLP 2021
Element Intervention for Open Relation Extraction ACL 2021
Increasing Robustness to Spurious Correlations using Forgettable Examples EACL 2021
De-biasing Distantly Supervised Named Entity Recognition via Causal Intervention ACL 2021
Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering ICCV 2021
Learn to Expect the Unexpected: Probably Approximately Correct Domain Generalization AISTATS 2021