bias mitigation

Mitigating Gender Bias Amplification in Distribution by Posterior Regularization ACL 2020 Mitigating Gender Bias in Machine Translation with Target Gender Annotations EMNLP 2020 Monolingual and Multilingual Reduction of Gender Bias in Contextualized Representations COLING 2020 NestedVAE: Isolating Common Factors via Weak Supervision CVPR 2020 Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection ACL 2020 Off-Policy Evaluation in Partially Observable Environments AAAI 2020 On Measuring and Mitigating Biased Inferences of Word Embeddings AAAI 2020 Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview ACL 2020 Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation EMNLP 2020 Towards Controllable Biases in Language Generation EMNLP 2020 Towards Debiasing NLU Models from Unknown Biases EMNLP 2020 Towards Debiasing Sentence Representations ACL 2020 Towards Fairness in Visual Recognition: Effective Strategies for Bias Mitigation CVPR 2020 Towards Socially Responsible AI: Cognitive Bias-Aware Multi-Objective Learning AAAI 2020 Towards Understanding Gender Bias in Relation Extraction ACL 2020 Unbiased Scene Graph Generation From Biased Training CVPR 2020 Unmasking Contextual Stereotypes: Measuring and Mitigating BERT’s Gender Bias COLING 2020 “You are grounded!”: Latent Name Artifacts in Pre-trained Language Models EMNLP 2020 Adversarial Regularization for Visual Question Answering: Strengths, Shortcomings, and Side Effects NAACL 2019 AI in Recruiting. Multi-agent Systems Architecture for Ethical and Legal Auditing IJCAI 2019 Attenuating Bias in Word vectors AISTATS 2019 Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology ACL 2019 Examining Gender Bias in Languages with Grammatical Gender EMNLP 2019 Fairwalk: Towards Fair Graph Embedding IJCAI 2019 Gender Bias in Contextualized Word Embeddings NAACL 2019