bias mitigation

FairCal: Fairness Calibration for Face Verification ICLR 2022 Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting NeurIPS 2022 Fairness-Aware Adversarial Perturbation Towards Bias Mitigation for Deployed Deep Models CVPR 2022 Fair Visual Recognition in Limited Data Regime Using Self-Supervision and Self-Distillation WACV 2022 Fair Wrapping for Black-box Predictions NeurIPS 2022 Gender Bias Mitigation for NMT Involving Genderless Languages EMNLP 2022 Generating and Controlling Diversity in Image Search WACV 2022 Gradient Based Activations for Accurate Bias-Free Learning AAAI 2022 How sensitive are translation systems to extra contexts? Mitigating gender bias in Neural Machine Translation models through relevant contexts. EMNLP 2022 Investigating Ensemble Methods for Model Robustness Improvement of Text Classifiers EMNLP 2022 Less Is Better: Recovering Intended-Feature Subspace to Robustify NLU Models COLING 2022 Linear Adversarial Concept Erasure ICML 2022 Look to the Right: Mitigating Relative Position Bias in Extractive Question Answering EMNLP 2022 Measuring and Mitigating Name Biases in Neural Machine Translation ACL 2022 Mind Your Bias: A Critical Review of Bias Detection Methods for Contextual Language Models EMNLP 2022 Mitigating bias against non-native accents Interspeech 2022 Mitigating Spurious Correlation in Natural Language Understanding with Counterfactual Inference EMNLP 2022 NeuS: Neutral Multi-News Summarization for Mitigating Framing Bias NAACL 2022 On Distributionally Robust Optimization and Data Rebalancing AISTATS 2022 On the Relation between Distributionally Robust Optimization and Data Curation (Student Abstract) AAAI 2022 Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset NeurIPS 2022 Quantifying Societal Bias Amplification in Image Captioning CVPR 2022 Separating Hate Speech and Offensive Language Classes via Adversarial Debiasing NAACL 2022 Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis NAACL 2022 SoFaiR: Single Shot Fair Representation Learning IJCAI 2022