| BAD: BiAs Detection for Large Language Models in the context of candidate screening | May 17, 2023 | Bias DetectionFairness | CodeCode Available | 1 |
| From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Models | May 15, 2023 | DiversityFairness | CodeCode Available | 1 |
| Is ChatGPT Fair for Recommendation? Evaluating Fairness in Large Language Model Recommendation | May 12, 2023 | FairnessLanguage Modeling | CodeCode Available | 1 |
| MoCA: Memory-Centric, Adaptive Execution for Multi-Tenant Deep Neural Networks | May 10, 2023 | Fairness | CodeCode Available | 1 |
| Statistical Inference for Fairness Auditing | May 5, 2023 | Fairness | CodeCode Available | 1 |
| FLAC: Fairness-Aware Representation Learning by Suppressing Attribute-Class Associations | Apr 27, 2023 | Age/Bias-conflictingAge/Unbiased | CodeCode Available | 1 |
| Optimizing fairness tradeoffs in machine learning with multiobjective meta-models | Apr 21, 2023 | FairnessMultiobjective Optimization | CodeCode Available | 1 |
| EvalRS 2023. Well-Rounded Recommender Systems For Real-World Deployments | Apr 14, 2023 | FairnessInformativeness | CodeCode Available | 1 |
| FairRec: Fairness Testing for Deep Recommender Systems | Apr 14, 2023 | FairnessRecommendation Systems | CodeCode Available | 1 |
| HRS-Bench: Holistic, Reliable and Scalable Benchmark for Text-to-Image Models | Apr 11, 2023 | FairnessImage Generation | CodeCode Available | 1 |
| VARS: Video Assistant Referee System for Automated Soccer Decision Making from Multiple Views | Apr 10, 2023 | Decision MakingFairness | CodeCode Available | 1 |
| Interpretable Unified Language Checking | Apr 7, 2023 | Fact CheckingFairness | CodeCode Available | 1 |
| GPT detectors are biased against non-native English writers | Apr 6, 2023 | Fairness | CodeCode Available | 1 |
| Incremental Verification of Neural Networks | Apr 4, 2023 | Fairness | CodeCode Available | 1 |
| CFA: Class-wise Calibrated Fair Adversarial Training | Mar 25, 2023 | Adversarial RobustnessFairness | CodeCode Available | 1 |
| Predicting and Enhancing the Fairness of DNNs with the Curvature of Perceptual Manifolds | Mar 22, 2023 | ClassificationFairness | CodeCode Available | 1 |
| Better Understanding Differences in Attribution Methods via Systematic Evaluations | Mar 21, 2023 | Fairness | CodeCode Available | 1 |
| PFSL: Personalized & Fair Split Learning with Data & Label Privacy for thin clients | Mar 19, 2023 | FairnessFederated Learning | CodeCode Available | 1 |
| DualFair: Fair Representation Learning at Both Group and Individual Levels via Contrastive Self-supervision | Mar 15, 2023 | counterfactualFairness | CodeCode Available | 1 |
| Can ChatGPT Assess Human Personalities? A General Evaluation Framework | Mar 1, 2023 | Answer GenerationFairness | CodeCode Available | 1 |
| A Closer Look at the Intervention Procedure of Concept Bottleneck Models | Feb 28, 2023 | Fairness | CodeCode Available | 1 |
| SurvivalGAN: Generating Time-to-Event Data for Survival Analysis | Feb 24, 2023 | FairnessSurvival Analysis | CodeCode Available | 1 |
| Scalable Infomin Learning | Feb 21, 2023 | Domain AdaptationFairness | CodeCode Available | 1 |
| Efficiency 360: Efficient Vision Transformers | Feb 16, 2023 | Continual LearningFairness | CodeCode Available | 1 |
| Enhancing SMT-based Weighted Model Integration by Structure Awareness | Feb 13, 2023 | Fairness | CodeCode Available | 1 |
| Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-based Recruitment | Feb 13, 2023 | Decision MakingFairness | CodeCode Available | 1 |
| Improving Recommendation Fairness via Data Augmentation | Feb 13, 2023 | Collaborative FilteringData Augmentation | CodeCode Available | 1 |
| Fair Diffusion: Instructing Text-to-Image Generation Models on Fairness | Feb 7, 2023 | FairnessImage Generation | CodeCode Available | 1 |
| Knowledge is Power, Understanding is Impact: Utility and Beyond Goals, Explanation Quality, and Fairness in Path Reasoning Recommendation | Jan 14, 2023 | Fairness | CodeCode Available | 1 |
| Why is the State of Neural Network Pruning so Confusing? On the Fairness, Comparison Setup, and Trainability in Network Pruning | Jan 12, 2023 | FairnessNetwork Pruning | CodeCode Available | 1 |
| Fair Scratch Tickets: Finding Fair Sparse Networks Without Weight Training | Jan 1, 2023 | Fairness | CodeCode Available | 1 |
| Federated Domain Generalization With Generalization Adjustment | Jan 1, 2023 | Domain GeneralizationFairness | CodeCode Available | 1 |
| Explainable AI for Bioinformatics: Methods, Tools, and Applications | Dec 25, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Efficient Conditionally Invariant Representation Learning | Dec 16, 2022 | Fairnessregression | CodeCode Available | 1 |
| Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen Estimator | Dec 13, 2022 | AutoMLFairness | CodeCode Available | 1 |
| MixFairFace: Towards Ultimate Fairness via MixFair Adapter in Face Recognition | Nov 28, 2022 | AttributeFace Recognition | CodeCode Available | 1 |
| Dark patterns in e-commerce: a dataset and its baseline evaluations | Nov 12, 2022 | Fairness | CodeCode Available | 1 |
| Investigating Fairness Disparities in Peer Review: A Language Model Enhanced Approach | Nov 7, 2022 | FairnessLanguage Modeling | CodeCode Available | 1 |
| HERB: Measuring Hierarchical Regional Bias in Pre-trained Language Models | Nov 5, 2022 | Fairness | CodeCode Available | 1 |
| Fair and Optimal Classification via Post-Processing | Nov 3, 2022 | AttributeClassification | CodeCode Available | 1 |
| Rethinking and Improving Robustness of Convolutional Neural Networks: a Shapley Value-based Approach in Frequency Domain | Nov 1, 2022 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| Track2Vec: fairness music recommendation with a GPU-free customizable-driven framework | Oct 29, 2022 | DiversityFairness | CodeCode Available | 1 |
| Private and Reliable Neural Network Inference | Oct 27, 2022 | FairnessPrivacy Preserving | CodeCode Available | 1 |
| MABEL: Attenuating Gender Bias using Textual Entailment Data | Oct 26, 2022 | Contrastive LearningFairness | CodeCode Available | 1 |
| Item-based Variational Auto-encoder for Fair Music Recommendation | Oct 24, 2022 | DiversityFairness | CodeCode Available | 1 |
| Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Stochastic Approach | Oct 23, 2022 | FairnessInductive Bias | CodeCode Available | 1 |
| A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges | Oct 21, 2022 | BenchmarkingCommunity Detection | CodeCode Available | 1 |
| Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face Recognition | Oct 18, 2022 | Face IdentificationFace Recognition | CodeCode Available | 1 |
| Prompting GPT-3 To Be Reliable | Oct 17, 2022 | FairnessLanguage Modelling | CodeCode Available | 1 |
| BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation | Oct 14, 2022 | FairnessLanguage Modeling | CodeCode Available | 1 |
