| BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation | Oct 14, 2022 | FairnessLanguage Modeling | CodeCode Available | 1 |
| Simpson's Paradox in Recommender Fairness: Reconciling differences between per-user and aggregated evaluations | Oct 14, 2022 | FairnessRecommendation Systems | —Unverified | 0 |
| Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagation | Oct 13, 2022 | Fairness | CodeCode Available | 2 |
| Machine Generated Text: A Comprehensive Survey of Threat Models and Detection Methods | Oct 13, 2022 | Abuse DetectionFairness | —Unverified | 0 |
| Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models | Oct 13, 2022 | Fairnessimage-classification | —Unverified | 0 |
| Equal Improvability: A New Fairness Notion Considering the Long-term Impact | Oct 13, 2022 | Fairness | CodeCode Available | 0 |
| Walk a Mile in Their Shoes: a New Fairness Criterion for Machine Learning | Oct 13, 2022 | counterfactualFairness | —Unverified | 0 |
| FARE: Provably Fair Representation Learning with Practical Certificates | Oct 13, 2022 | FairnessRepresentation Learning | CodeCode Available | 0 |
| Fairness via Adversarial Attribute Neighbourhood Robust Learning | Oct 12, 2022 | AttributeFairness | —Unverified | 0 |
| Equal Experience in Recommender Systems | Oct 12, 2022 | FairnessRecommendation Systems | CodeCode Available | 0 |
