Fairness

A Unified Approach to Fair Online Learning via Blackwell Approachability NeurIPS 2021 AutoBalance: Optimized Loss Functions for Imbalanced Data NeurIPS 2021 Bad Seeds: Evaluating Lexical Methods for Bias Measurement ACL 2021 Bag of Tricks for Adversarial Training ICLR 2021 Bag of Tricks for Long-Tailed Visual Recognition with Deep Convolutional Neural Networks AAAI 2021 Bandit Learning with Delayed Impact of Actions NeurIPS 2021 Best-case lower bounds in online learning NeurIPS 2021 Better Algorithms for Individually Fair k-Clustering NeurIPS 2021 Beyond Accuracy: Behavioral Testing of NLP Models with Checklist (Extended Abstract) IJCAI 2021 Beyond the Tip of the Iceberg: Assessing Coherence of Text Classifiers EMNLP 2021 Bias Out-of-the-Box: An Empirical Analysis of Intersectional Occupational Biases in Popular Generative Language Models NeurIPS 2021 Bias Silhouette Analysis: Towards Assessing the Quality of Bias Metrics for Word Embedding Models IJCAI 2021 Bias-tolerant Fair Classification ACML 2021 Bipartite Graph Network With Adaptive Message Passing for Unbiased Scene Graph Generation CVPR 2021 Bison Hacks the Yard: Assisting Underrepresented Students Overcome Impostor Syndrome with Augmented Reality and Artificial Intelligence AAAI 2021 Blind Pareto Fairness and Subgroup Robustness ICML 2021 Bot-Adversarial Dialogue for Safe Conversational Agents NAACL 2021 BREEDS: Benchmarks for Subpopulation Shift ICLR 2021 Budget-feasible Maximum Nash Social Welfare is Almost Envy-free IJCAI 2021 Building Representative Corpora from Illiterate Communities: A Reviewof Challenges and Mitigation Strategies for Developing Countries EACL 2021 Can Information Flows Suggest Targets for Interventions in Neural Circuits? NeurIPS 2021 Can Less be More? When Increasing-to-Balancing Label Noise Rates Considered Beneficial NeurIPS 2021 Can We Improve Model Robustness through Secondary Attribute Counterfactuals? EMNLP 2021 Case Study: Deontological Ethics in NLP NAACL 2021 Causal Learning for Socially Responsible AI IJCAI 2021