| Gendered Language in Resumes and its Implications for Algorithmic Bias in Hiring | Jul 1, 2022 | Fairness | —Unverified | 0 |
| A self-contained karma economy for the dynamic allocation of common resources | Jul 1, 2022 | Fairness | —Unverified | 0 |
| Features or Spurious Artifacts? Data-centric Baselines for Fair and Robust Hate Speech Detection | Jul 1, 2022 | FairnessHate Speech Detection | CodeCode Available | 0 |
| FAtNet: Cost-Effective Approach Towards Mitigating the Linguistic Bias in Speaker Verification Systems | Jul 1, 2022 | Domain AdaptationFairness | CodeCode Available | 0 |
| An Empirical Study on the Fairness of Pre-trained Word Embeddings | Jul 1, 2022 | FairnessWord Embeddings | —Unverified | 0 |
| Benchmarking Intersectional Biases in NLP | Jul 1, 2022 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| COOR-PLT: A hierarchical control model for coordinating adaptive platoons of connected and autonomous vehicles at signal-free intersections based on deep reinforcement learning | Jul 1, 2022 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Automatic scoring of short answers using justification cues estimated by BERT | Jul 1, 2022 | Fairness | —Unverified | 0 |
| Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models | Jul 1, 2022 | AttributeFairness | —Unverified | 0 |
| Causal Machine Learning: A Survey and Open Problems | Jun 30, 2022 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Understanding Instance-Level Impact of Fairness Constraints | Jun 30, 2022 | Fairness | CodeCode Available | 0 |
| Voluntary Information Disclosure in Centralized Matching: Efficiency Gains and Strategic Properties | Jun 30, 2022 | Fairness | —Unverified | 0 |
| Personalized Detection of Cognitive Biases in Actions of Users from Their Logs: Anchoring and Recency Biases | Jun 30, 2022 | Bias DetectionEthics | —Unverified | 0 |
| AFAFed -- Protocol analysis | Jun 29, 2022 | FairnessFederated Learning | —Unverified | 0 |
| Fair Machine Learning in Healthcare: A Review | Jun 29, 2022 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Fairness via In-Processing in the Over-parameterized Regime: A Cautionary Tale | Jun 29, 2022 | Fairness | —Unverified | 0 |
| Flexible text generation for counterfactual fairness probing | Jun 28, 2022 | Attributecounterfactual | —Unverified | 0 |
| Prisoners of Their Own Devices: How Models Induce Data Bias in Performative Prediction | Jun 27, 2022 | FairnessFraud Detection | —Unverified | 0 |
| Human-AI Collaboration in Decision-Making: Beyond Learning to Defer | Jun 27, 2022 | Decision MakingFairness | —Unverified | 0 |
| Transferring Fairness under Distribution Shifts via Fair Consistency Regularization | Jun 26, 2022 | Fairness | CodeCode Available | 0 |
| Achievement and Fragility of Long-term Equitability | Jun 24, 2022 | Decision MakingFairness | —Unverified | 0 |
| Bugs in Machine Learning-based Systems: A Faultload Benchmark | Jun 24, 2022 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| On Structural Explanation of Bias in Graph Neural Networks | Jun 24, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Context matters for fairness -- a case study on the effect of spatial distribution shifts | Jun 23, 2022 | Decision MakingFairness | —Unverified | 0 |
| Three Applications of Conformal Prediction for Rating Breast Density in Mammography | Jun 23, 2022 | Conformal PredictionDeep Learning | —Unverified | 0 |
