bias mitigation

On Dyadic Fairness: Exploring and Mitigating Bias in Graph Connections ICLR 2021 On Learning Deep Models with Imbalanced Data Distribution AAAI 2021 On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning NAACL 2021 OSCaR: Orthogonal Subspace Correction and Rectification of Biases in Word Embeddings EMNLP 2021 Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets NeurIPS 2021 Representation Learning With Statistical Independence to Mitigate Bias WACV 2021 Stereotype and Skew: Quantifying Gender Bias in Pre-trained and Fine-tuned Language Models EACL 2021 Sustainable Modular Debiasing of Language Models EMNLP 2021 Unbiased Classification through Bias-Contrastive and Bias-Balanced Learning NeurIPS 2021 Uncertainty Calibration for Ensemble-Based Debiasing Methods NeurIPS 2021 Understanding and Countering Stereotypes: A Computational Approach to the Stereotype Content Model ACL 2021 Understanding and Mitigating Annotation Bias in Facial Expression Recognition ICCV 2021 WIKIBIAS: Detecting Multi-Span Subjective Biases in Language EMNLP 2021 A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces AAAI 2020 Automatically Neutralizing Subjective Bias in Text AAAI 2020 Data preprocessing to mitigate bias: A maximum entropy based approach ICML 2020 Debiasing knowledge graph embeddings EMNLP 2020 Designing Committees for Mitigating Biases AAAI 2020 Does Gender Matter? Towards Fairness in Dialogue Systems COLING 2020 End-to-End Bias Mitigation by Modelling Biases in Corpora ACL 2020 Exploring the Linear Subspace Hypothesis in Gender Bias Mitigation EMNLP 2020 Improving QA Generalization by Concurrent Modeling of Multiple Biases EMNLP 2020 Inflating Topic Relevance with Ideology: A Case Study of Political Ideology Bias in Social Topic Detection Models COLING 2020 Metamorphic Testing and Certified Mitigation of Fairness Violations in NLP Models IJCAI 2020 Mitigating Bias in Face Recognition Using Skewness-Aware Reinforcement Learning CVPR 2020