| Bias Propagation in Federated Learning | Sep 5, 2023 | FairnessFederated Learning | CodeCode Available | 1 |
| Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs | Nov 8, 2023 | FairnessMath | CodeCode Available | 1 |
| Debiased Explainable Pairwise Ranking from Implicit Feedback | Jul 30, 2021 | FairnessRecommendation Systems | CodeCode Available | 1 |
| Deconfounded Recommendation for Alleviating Bias Amplification | May 22, 2021 | FairnessRecommendation Systems | CodeCode Available | 1 |
| Deep Clustering based Fair Outlier Detection | Jun 9, 2021 | AttributeClustering | CodeCode Available | 1 |
| Delayed Impact of Fair Machine Learning | Mar 12, 2018 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| DELPHI: Data for Evaluating LLMs' Performance in Handling Controversial Issues | Oct 27, 2023 | Fairness | CodeCode Available | 1 |
| Directional Bias Amplification | Feb 24, 2021 | Fairness | CodeCode Available | 1 |
| Rule Generation for Classification: Scalability, Interpretability, and Fairness | Apr 21, 2021 | ClassificationFairness | CodeCode Available | 1 |
| DISSECT: Disentangled Simultaneous Explanations via Concept Traversals | May 31, 2021 | counterfactualFairness | CodeCode Available | 1 |
| Addressing Shortcomings in Fair Graph Learning Datasets: Towards a New Benchmark | Mar 9, 2024 | BenchmarkingFairness | CodeCode Available | 1 |
| Bias and Fairness in Large Language Models: A Survey | Sep 2, 2023 | counterfactualFairness | CodeCode Available | 1 |
| DualFair: Fair Representation Learning at Both Group and Individual Levels via Contrastive Self-supervision | Mar 15, 2023 | counterfactualFairness | CodeCode Available | 1 |
| ECBench: Can Multi-modal Foundation Models Understand the Egocentric World? A Holistic Embodied Cognition Benchmark | Jan 9, 2025 | FairnessHallucination | CodeCode Available | 1 |
| Efficiency 360: Efficient Vision Transformers | Feb 16, 2023 | Continual LearningFairness | CodeCode Available | 1 |
| Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis | May 14, 2024 | Fairnessimage-classification | CodeCode Available | 1 |
| Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs | Oct 9, 2024 | FairnessRetrieval | CodeCode Available | 1 |
| Fairness in Large Language Models in Three Hours | Aug 2, 2024 | Fairness | CodeCode Available | 1 |
| Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists | Mar 17, 2022 | Abuse DetectionBias Detection | CodeCode Available | 1 |
| Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning | May 14, 2020 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| EvalRS 2023. Well-Rounded Recommender Systems For Real-World Deployments | Apr 14, 2023 | FairnessInformativeness | CodeCode Available | 1 |
| SPPL: Probabilistic Programming with Fast Exact Symbolic Inference | Oct 7, 2020 | FairnessProbabilistic Programming | CodeCode Available | 1 |
| Environment Inference for Invariant Learning | Oct 14, 2020 | Domain GeneralizationFairness | CodeCode Available | 1 |
| Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP | Nov 19, 2020 | FairnessWord Embeddings | CodeCode Available | 1 |
| Advanced Codebook Design for SCMA-aided NTNs With Randomly Distributed Users | Apr 7, 2025 | DiversityFairness | CodeCode Available | 1 |
