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

Uncovering Main Causalities for Long-tailed Information Extraction EMNLP 2021
Enhancing Model Robustness and Fairness with Causality: A Regularization Approach EMNLP 2021
Competency Problems: On Finding and Removing Artifacts in Language Data EMNLP 2021
Causal Hidden Markov Model for Time Series Disease Forecasting CVPR 2021
Adversarial Invariant Learning CVPR 2021
Causal Attention for Unbiased Visual Recognition ICCV 2021
Mitigating Biases in Toxic Language Detection through Invariant Rationalization IJCNLP 2021
Issues with Entailment-based Zero-shot Text Classification IJCNLP 2021
Unshuffling Data for Improved Generalization in Visual Question Answering ICCV 2021
De-Confounded Variational Encoder-Decoder for Logical Table-to-Text Generation IJCNLP 2021
Robustness to Spurious Correlations in Text Classification via Automatically Generated Counterfactuals AAAI 2021
Generative Interventions for Causal Learning CVPR 2021
Fairness via Representation Neutralization NIPS 2021
Gender Coreference and Bias Evaluation at WMT 2020 EMNLP 2020
Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training EMNLP 2020
Learning from Failure: De-biasing Classifier from Biased Classifier NIPS 2020
Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts MLHC 2020
Two Causal Principles for Improving Visual Dialog CVPR 2020
Invariant Risk Minimization Games ICML 2020
Robustness to Spurious Correlations via Human Annotations ICML 2020
An Investigation of Why Overparameterization Exacerbates Spurious Correlations ICML 2020
Counterfactual Generator: A Weakly-Supervised Method for Named Entity Recognition EMNLP 2020
Identifying Spurious Correlations for Robust Text Classification EMNLP 2020
A negative case analysis of visual grounding methods for VQA ACL 2020
Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing CVPR 2020