Fairness

Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation Interspeech 2022 Reducing Offensive Replies in Open Domain Dialogue Systems Interspeech 2022 Reducing Spurious Correlations for Answer Selection by Feature Decorrelation and Language Debiasing COLING 2022 Reforming an Envy-Free Matching AAAI 2022 Regex in a Time of Deep Learning: The Role of an Old Technology in Age Discrimination Detection in Job Advertisements ACL 2022 Reproducibility as a Mechanism for Teaching Fairness, Accountability, Confidentiality, and Transparency in Artificial Intelligence AAAI 2022 Rethinking the Authorship Verification Experimental Setups EMNLP 2022 Revisiting Queer Minorities in Lexicons NAACL 2022 Richer Countries and Richer Representations ACL 2022 RISE: Robust Individualized Decision Learning with Sensitive Variables NeurIPS 2022 RKHS-SHAP: Shapley Values for Kernel Methods NeurIPS 2022 Roadblocks in Gender Bias Measurement for Diachronic Corpora ACL 2022 Robin Hood and Matthew Effects: Differential Privacy Has Disparate Impact on Synthetic Data ICML 2022 Robust Conversational Agents against Imperceptible Toxicity Triggers NAACL 2022 Robust Counterfactual Explanations for Tree-Based Ensembles ICML 2022 Robust Models Are More Interpretable Because Attributions Look Normal ICML 2022 Robustness and Accuracy Could Be Reconcilable by (Proper) Definition ICML 2022 Robustness Disparities in Face Detection NeurIPS 2022 Robust Rent Division NeurIPS 2022 Scalable Infomin Learning NeurIPS 2022 Selection, Ignorability and Challenges With Causal Fairness CLeaR 2022 Selective Regression under Fairness Criteria ICML 2022 Self-Supervised Fair Representation Learning without Demographics NeurIPS 2022 SemEval-2022 Task 4: Patronizing and Condescending Language Detection SemEval 2022 Sense Embeddings are also Biased – Evaluating Social Biases in Static and Contextualised Sense Embeddings ACL 2022