| Achieving Fairness through Adversarial Learning: an Application to Recidivism Prediction | Jun 30, 2018 | FairnessManagement | 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 |
| Bayes-Optimal Fair Classification with Linear Disparity Constraints via Pre-, In-, and Post-processing | Feb 5, 2024 | AttributeClassification | CodeCode Available | 0 | 5 |
| Reducing Biases in Record Matching Through Scores Calibration | Nov 3, 2024 | Data IntegrationFairness | CodeCode Available | 0 | 5 |
| Does Gender Matter? Towards Fairness in Dialogue Systems | Oct 16, 2019 | Fairness | CodeCode Available | 0 | 5 |
| Does Machine Bring in Extra Bias in Learning? Approximating Fairness in Models Promptly | May 15, 2024 | Fairnessvalid | 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 |
| Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems | Sep 29, 2024 | FairnessOpen-Domain Question Answering | CodeCode Available | 0 | 5 |
| Enhancing New-item Fairness in Dynamic Recommender Systems | Apr 30, 2025 | FairnessKnowledge Distillation | CodeCode Available | 0 | 5 |
| Enhancing Model Robustness and Fairness with Causality: A Regularization Approach | Oct 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
