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Fairness

796 directly classified papers

Papers per year

Papers

Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets ACL 2021
Fair Voice Biometrics: Impact of Demographic Imbalance on Group Fairness in Speaker Recognition INTERSPEECH 2021
Mitigating Face Recognition Bias via Group Adaptive Classifier CVPR 2021
On the Privacy Properties of GAN-generated Samples AISTATS 2021
Towards Fair and Transparent Algorithmic Systems IJCAI 2021
Controlling Fairness and Bias in Dynamic Learning-to-Rank (Extended Abstract) IJCAI 2021
Towards Reducing Biases in Combining Multiple Experts Online IJCAI 2021
CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation IJCAI 2021
Themis: A Fair Evaluation Platform for Computer Vision Competitions IJCAI 2021
Bias Silhouette Analysis: Towards Assessing the Quality of Bias Metrics for Word Embedding Models IJCAI 2021
Matchings with Group Fairness Constraints: Online and Offline Algorithms IJCAI 2021
Data-Driven Methods for Balancing Fairness and Efficiency in Ride-Pooling IJCAI 2021
Fair and Efficient Resource Allocation with Partial Information IJCAI 2021
Adversarial Scrubbing of Demographic Information for Text Classification EMNLP 2021
The World of an Octopus: How Reporting Bias Influences a Language Model’s Perception of Color EMNLP 2021
Stepmothers are mean and academics are pretentious: What do pretrained language models learn about you? EMNLP 2021
Fairness-aware Class Imbalanced Learning EMNLP 2021
Modeling Users and Online Communities for Abuse Detection: A Position on Ethics and Explainability EMNLP 2021
Text as Causal Mediators: Research Design for Causal Estimates of Differential Treatment of Social Groups via Language Aspects EMNLP 2021
Enhancing Model Robustness and Fairness with Causality: A Regularization Approach EMNLP 2021
On Releasing Annotator-Level Labels and Information in Datasets EMNLP 2021
Developing a Benchmark for Reducing Data Bias in Authorship Attribution EMNLP 2021
Evaluation of Summarization Systems across Gender, Age, and Race EMNLP 2021
Mitigation of Diachronic Bias in Fake News Detection Dataset EMNLP 2021
Algorithms for Fairness in Sequential Decision Making AISTATS 2021