| Chameleon: Foundation Models for Fairness-aware Multi-modal Data Augmentation to Enhance Coverage of Minorities | Feb 2, 2024 | Data AugmentationFairness | CodeCode Available | 0 | 5 |
| Equalizing Gender Biases in Neural Machine Translation with Word Embeddings Techniques | Jan 10, 2019 | FairnessMachine Translation | CodeCode Available | 0 | 5 |
| Are the confidence scores of reviewers consistent with the review content? Evidence from top conference proceedings in AI | May 21, 2025 | Deep LearningFairness | CodeCode Available | 0 | 5 |
| Bias-Aware Agent: Enhancing Fairness in AI-Driven Knowledge Retrieval | Mar 27, 2025 | FairnessInformation Retrieval | CodeCode Available | 0 | 5 |
| Equality of opportunity in travel behavior prediction with deep neural networks and discrete choice models | Sep 25, 2021 | Discrete Choice ModelsFairness | CodeCode Available | 0 | 5 |
| Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit Rate | Sep 7, 2023 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Cross-model Fairness: Empirical Study of Fairness and Ethics Under Model Multiplicity | Mar 14, 2022 | EthicsFairness | CodeCode Available | 0 | 5 |
| RISE: Robust Individualized Decision Learning with Sensitive Variables | Nov 12, 2022 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| An Empirical Comparison of Bias Reduction Methods on Real-World Problems in High-Stakes Policy Settings | May 13, 2021 | BIG-bench Machine LearningFairness | CodeCode Available | 0 | 5 |
| DRoP: Distributionally Robust Pruning | Apr 8, 2024 | Fairness | CodeCode Available | 0 | 5 |
| Bias Disparity in Collaborative Recommendation: Algorithmic Evaluation and Comparison | Aug 2, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 0 | 5 |
| Robust Fair Clustering: A Novel Fairness Attack and Defense Framework | Oct 4, 2022 | Adversarial AttackClustering | CodeCode Available | 0 | 5 |
| Equal Experience in Recommender Systems | Oct 12, 2022 | FairnessRecommendation Systems | CodeCode Available | 0 | 5 |
| Equal Confusion Fairness: Measuring Group-Based Disparities in Automated Decision Systems | Jul 2, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Equal Improvability: A New Fairness Notion Considering the Long-term Impact | Oct 13, 2022 | Fairness | CodeCode Available | 0 | 5 |
| FairDrop: Biased Edge Dropout for Enhancing Fairness in Graph Representation Learning | Apr 29, 2021 | FairnessGraph Representation Learning | CodeCode Available | 0 | 5 |
| Biased Heritage: How Datasets Shape Models in Facial Expression Recognition | Mar 5, 2025 | Binary ClassificationFacial Expression Recognition | CodeCode Available | 0 | 5 |
| Enhanced SPS Velocity-adaptive Scheme: Access Fairness in 5G NR V2I Networks | Jan 14, 2025 | FairnessScheduling | CodeCode Available | 0 | 5 |
| E Pluribus Unum: Guidelines on Multi-Objective Evaluation of Recommender Systems | Apr 20, 2023 | DiversityFairness | CodeCode Available | 0 | 5 |
| SAGED: A Holistic Bias-Benchmarking Pipeline for Language Models with Customisable Fairness Calibration | Sep 17, 2024 | Benchmarkingcounterfactual | CodeCode Available | 0 | 5 |
| An Empirical Study of Gendered Stereotypes in Emotional Attributes for Bangla in Multilingual Large Language Models | Jul 8, 2024 | Fairness | CodeCode Available | 0 | 5 |
| Sampling in Constrained Domains with Orthogonal-Space Variational Gradient Descent | Oct 12, 2022 | Fairness | CodeCode Available | 0 | 5 |
| Fair Resource Allocation in Federated Learning | May 25, 2019 | FairnessFederated Learning | CodeCode Available | 0 | 5 |
| Sampling with Trusthworthy Constraints: A Variational Gradient Framework | Dec 1, 2021 | Bayesian InferenceFairness | CodeCode Available | 0 | 5 |
| Enumerating Fair Packages for Group Recommendations | May 30, 2021 | FairnessRecommendation Systems | CodeCode Available | 0 | 5 |
| Scalable Fair Clustering | Feb 10, 2019 | ClusteringFairness | CodeCode Available | 0 | 5 |
| EqGNN: Equalized Node Opportunity in Graphs | Aug 19, 2021 | AttributeFairness | CodeCode Available | 0 | 5 |
| Enhancing Fairness of Visual Attribute Predictors | Jul 7, 2022 | AttributeFairness | CodeCode Available | 0 | 5 |
| Scaling Vision Transformers to 22 Billion Parameters | Feb 10, 2023 | Action ClassificationFairness | CodeCode Available | 0 | 5 |
| Scheduling Virtual Conferences Fairly: Achieving Equitable Participant and Speaker Satisfaction | Apr 26, 2022 | FairnessScheduling | CodeCode Available | 0 | 5 |
| Equalised Odds is not Equal Individual Odds: Post-processing for Group and Individual Fairness | Apr 19, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Enhancing Group Fairness in Online Settings Using Oblique Decision Forests | Oct 17, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Rethinking Affect Analysis: A Protocol for Ensuring Fairness and Consistency | Aug 4, 2024 | Action Unit DetectionArousal Estimation | CodeCode Available | 0 | 5 |
| Entity-Switched Datasets: An Approach to Auditing the In-Domain Robustness of Named Entity Recognition Models | Apr 8, 2020 | Fairnessnamed-entity-recognition | CodeCode Available | 0 | 5 |
| seeBias: A Comprehensive Tool for Assessing and Visualizing AI Fairness | Apr 11, 2025 | Fairness | CodeCode Available | 0 | 5 |
| SeeGULL Multilingual: a Dataset of Geo-Culturally Situated Stereotypes | Mar 8, 2024 | Fairness | CodeCode Available | 0 | 5 |
| Are Sex-based Physiological Differences the Cause of Gender Bias for Chest X-ray Diagnosis? | Aug 9, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Selective Regression Under Fairness Criteria | Oct 28, 2021 | FairnessPrediction | CodeCode Available | 0 | 5 |
| Certifying Some Distributional Fairness with Subpopulation Decomposition | May 31, 2022 | Fairness | CodeCode Available | 0 | 5 |
| Enhancing New-item Fairness in Dynamic Recommender Systems | Apr 30, 2025 | FairnessKnowledge Distillation | CodeCode Available | 0 | 5 |
| Ensuring Fairness Beyond the Training Data | Jul 12, 2020 | Fairness | CodeCode Available | 0 | 5 |
| Fairness Improvement with Multiple Protected Attributes: How Far Are We? | Jul 25, 2023 | AttributeFairness | CodeCode Available | 0 | 5 |
| Ethical Considerations for Responsible Data Curation | Feb 7, 2023 | DiversityFairness | CodeCode Available | 0 | 5 |
| Enhancing the Accuracy and Fairness of Human Decision Making | May 25, 2018 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Fairness-Aware Structured Pruning in Transformers | Dec 24, 2023 | FairnessLanguage Modeling | CodeCode Available | 0 | 5 |
| Should We Attend More or Less? Modulating Attention for Fairness | May 22, 2023 | Fairnesstext-classification | CodeCode Available | 0 | 5 |
| Simon Says: Evaluating and Mitigating Bias in Pruned Neural Networks with Knowledge Distillation | Jun 15, 2021 | FairnessKnowledge Distillation | CodeCode Available | 0 | 5 |
| Simulating counterfactuals | Jun 27, 2023 | counterfactualCounterfactual Inference | CodeCode Available | 0 | 5 |
| Enrolment-based personalisation for improving individual-level fairness in speech emotion recognition | Jun 10, 2024 | Emotion RecognitionFairness | CodeCode Available | 0 | 5 |
| One Language, Many Gaps: Evaluating Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks | Oct 14, 2024 | FairnessGSM8K | CodeCode Available | 0 | 5 |
