| FMBench: Benchmarking Fairness in Multimodal Large Language Models on Medical Tasks | Oct 1, 2024 | BenchmarkingFairness | —Unverified | 0 |
| Explainable Multi-Stakeholder Job Recommender Systems | Oct 1, 2024 | FairnessRecommendation Systems | —Unverified | 0 |
| Towards Fairness and Privacy: A Novel Data Pre-processing Optimization Framework for Non-binary Protected Attributes | Oct 1, 2024 | AttributeCombinatorial Optimization | CodeCode Available | 1 |
| Evaluating the fairness of task-adaptive pretraining on unlabeled test data before few-shot text classification | Sep 30, 2024 | FairnessFew-Shot Learning | CodeCode Available | 0 |
| DCAST: Diverse Class-Aware Self-Training Mitigates Selection Bias for Fairer Learning | Sep 30, 2024 | DiversityDomain Adaptation | CodeCode Available | 0 |
| Best Practices for Responsible Machine Learning in Credit Scoring | Sep 30, 2024 | Decision MakingFairness | CodeCode Available | 0 |
| LexEval: A Comprehensive Chinese Legal Benchmark for Evaluating Large Language Models | Sep 30, 2024 | Fairness | CodeCode Available | 2 |
| A large-scale operational study of fingerprint quality and demographics | Sep 30, 2024 | Fairness | —Unverified | 0 |
| Positive-Sum Fairness: Leveraging Demographic Attributes to Achieve Fair AI Outcomes Without Sacrificing Group Gains | Sep 30, 2024 | AttributeFairness | —Unverified | 0 |
| Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems | Sep 29, 2024 | FairnessOpen-Domain Question Answering | CodeCode Available | 0 |
