| Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes | Nov 29, 2021 | FairnessImage Classification | CodeCode Available | 1 | 5 |
| HRS-Bench: Holistic, Reliable and Scalable Benchmark for Text-to-Image Models | Apr 11, 2023 | FairnessImage Generation | CodeCode Available | 1 | 5 |
| Hurtful Words: Quantifying Biases in Clinical Contextual Word Embeddings | Mar 11, 2020 | FairnessWord Embeddings | CodeCode Available | 1 | 5 |
| Image Cropping on Twitter: Fairness Metrics, their Limitations, and the Importance of Representation, Design, and Agency | May 18, 2021 | FairnessImage Cropping | CodeCode Available | 1 | 5 |
| Achieving Fairness at No Utility Cost via Data Reweighing with Influence | Feb 1, 2022 | BIG-bench Machine LearningFairness | CodeCode Available | 1 | 5 |
| Improving fairness for spoken language understanding in atypical speech with Text-to-Speech | Nov 16, 2023 | Data AugmentationFairness | CodeCode Available | 1 | 5 |
| Improving Fairness in Graph Neural Networks via Mitigating Sensitive Attribute Leakage | Jun 7, 2022 | AttributeFairness | CodeCode Available | 1 | 5 |
| CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion Detection | Mar 2, 2025 | FairnessGraph Attention | CodeCode Available | 1 | 5 |
| Demystifying Large Language Models for Medicine: A Primer | Oct 24, 2024 | FairnessPrompt Engineering | CodeCode Available | 1 | 5 |
| Can ChatGPT Assess Human Personalities? A General Evaluation Framework | Mar 1, 2023 | Answer GenerationFairness | CodeCode Available | 1 | 5 |
| Can Active Learning Preemptively Mitigate Fairness Issues? | Apr 14, 2021 | Active LearningFairness | CodeCode Available | 1 | 5 |
| Improving the Fairness of Deep Generative Models without Retraining | Dec 9, 2020 | AttributeDiversity | CodeCode Available | 1 | 5 |
| Can Vision Transformers Learn without Natural Images? | Mar 24, 2021 | FairnessSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| Can Editing LLMs Inject Harm? | Jul 29, 2024 | FairnessGeneral Knowledge | CodeCode Available | 1 | 5 |
| Interpretable Unified Language Checking | Apr 7, 2023 | Fact CheckingFairness | CodeCode Available | 1 | 5 |
| Investigating Fairness Disparities in Peer Review: A Language Model Enhanced Approach | Nov 7, 2022 | FairnessLanguage Modeling | CodeCode Available | 1 | 5 |
| Distributive Justice as the Foundational Premise of Fair ML: Unification, Extension, and Interpretation of Group Fairness Metrics | Jun 6, 2022 | Decision MakingFairness | CodeCode Available | 1 | 5 |
| An Empirical Characterization of Fair Machine Learning For Clinical Risk Prediction | Jul 20, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 | 5 |
| CAPRI: Context-Aware Interpretable Point-of-Interest Recommendation Framework | Jun 20, 2023 | DiversityFairness | CodeCode Available | 1 | 5 |
| CaPC Learning: Confidential and Private Collaborative Learning | Feb 9, 2021 | FairnessFederated Learning | CodeCode Available | 1 | 5 |
| A Constrained Multi-Agent Reinforcement Learning Approach to Autonomous Traffic Signal Control | Mar 30, 2025 | FairnessMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| Debiased Explainable Pairwise Ranking from Implicit Feedback | Jul 30, 2021 | FairnessRecommendation Systems | CodeCode Available | 1 | 5 |
| Datasets for Fairness in Language Models: An In-Depth Survey | Jun 29, 2025 | Fairness | CodeCode Available | 1 | 5 |
| Latent Space Smoothing for Individually Fair Representations | Nov 26, 2021 | FairnessRepresentation Learning | CodeCode Available | 1 | 5 |
| An Approach to Ensure Fairness in News Articles | Jul 8, 2022 | ArticlesFairness | CodeCode Available | 1 | 5 |
