| Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models | Jul 1, 2022 | AttributeFairness | —Unverified | 0 |
| An Empirical Study on the Fairness of Pre-trained Word Embeddings | Jul 1, 2022 | FairnessWord Embeddings | —Unverified | 0 |
| Gendered Language in Resumes and its Implications for Algorithmic Bias in Hiring | Jul 1, 2022 | Fairness | —Unverified | 0 |
| Benchmarking Intersectional Biases in NLP | Jul 1, 2022 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| FAtNet: Cost-Effective Approach Towards Mitigating the Linguistic Bias in Speaker Verification Systems | Jul 1, 2022 | Domain AdaptationFairness | CodeCode Available | 0 |
| Features or Spurious Artifacts? Data-centric Baselines for Fair and Robust Hate Speech Detection | Jul 1, 2022 | FairnessHate Speech Detection | CodeCode Available | 0 |
| Automatic scoring of short answers using justification cues estimated by BERT | Jul 1, 2022 | Fairness | —Unverified | 0 |
| A self-contained karma economy for the dynamic allocation of common resources | Jul 1, 2022 | Fairness | —Unverified | 0 |
| Causal Machine Learning: A Survey and Open Problems | Jun 30, 2022 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Voluntary Information Disclosure in Centralized Matching: Efficiency Gains and Strategic Properties | Jun 30, 2022 | Fairness | —Unverified | 0 |