| Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs | Oct 9, 2024 | FairnessRetrieval | CodeCode Available | 1 |
| An Introduction to Deep Survival Analysis Models for Predicting Time-to-Event Outcomes | Oct 1, 2024 | FairnessSurvival Analysis | CodeCode Available | 1 |
| Towards Fairness and Privacy: A Novel Data Pre-processing Optimization Framework for Non-binary Protected Attributes | Oct 1, 2024 | AttributeCombinatorial Optimization | CodeCode Available | 1 |
| Trustworthy Text-to-Image Diffusion Models: A Timely and Focused Survey | Sep 26, 2024 | FairnessImage Generation | CodeCode Available | 1 |
| XTRUST: On the Multilingual Trustworthiness of Large Language Models | Sep 24, 2024 | EthicsFairness | CodeCode Available | 1 |
| FAIR GPT: A virtual consultant for research data management in ChatGPT | Sep 20, 2024 | FairnessHallucination | CodeCode Available | 1 |
| Towards Fair RAG: On the Impact of Fair Ranking in Retrieval-Augmented Generation | Sep 17, 2024 | FairnessRAG | CodeCode Available | 1 |
| MusicLIME: Explainable Multimodal Music Understanding | Sep 16, 2024 | Decision MakingFairness | CodeCode Available | 1 |
| Trustworthiness in Retrieval-Augmented Generation Systems: A Survey | Sep 16, 2024 | FairnessHallucination | CodeCode Available | 1 |
| PatchAlign:Fair and Accurate Skin Disease Image Classification by Alignment with Clinical Labels | Sep 8, 2024 | Fairnessimage-classification | CodeCode Available | 1 |
| Revolutionizing Database Q&A with Large Language Models: Comprehensive Benchmark and Evaluation | Sep 5, 2024 | FairnessRAG | CodeCode Available | 1 |
| CURE4Rec: A Benchmark for Recommendation Unlearning with Deeper Influence | Aug 26, 2024 | FairnessMachine Unlearning | CodeCode Available | 1 |
| Guardians of the Machine Translation Meta-Evaluation: Sentinel Metrics Fall In! | Aug 25, 2024 | FairnessMachine Translation | CodeCode Available | 1 |
| GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language Models | Aug 22, 2024 | counterfactualData Augmentation | CodeCode Available | 1 |
| PADetBench: Towards Benchmarking Physical Attacks against Object Detection | Aug 17, 2024 | Adversarial RobustnessBenchmarking | CodeCode Available | 1 |
| Fairness in Large Language Models in Three Hours | Aug 2, 2024 | Fairness | CodeCode Available | 1 |
| Can Editing LLMs Inject Harm? | Jul 29, 2024 | FairnessGeneral Knowledge | CodeCode Available | 1 |
| Fairness Definitions in Language Models Explained | Jul 26, 2024 | Fairness | CodeCode Available | 1 |
| Thinking Racial Bias in Fair Forgery Detection: Models, Datasets and Evaluations | Jul 19, 2024 | BenchmarkingFairness | CodeCode Available | 1 |
| A Comprehensive Review of Recommender Systems: Transitioning from Theory to Practice | Jul 18, 2024 | Collaborative FilteringFairness | CodeCode Available | 1 |
| Rethinking Fair Graph Neural Networks from Re-balancing | Jul 16, 2024 | counterfactualFairness | CodeCode Available | 1 |
| BiasPruner: Debiased Continual Learning for Medical Image Classification | Jul 11, 2024 | ClassificationContinual Learning | CodeCode Available | 1 |
| FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification | Jul 11, 2024 | Domain AdaptationFairness | CodeCode Available | 1 |
| ElecBench: a Power Dispatch Evaluation Benchmark for Large Language Models | Jul 7, 2024 | FairnessGeneral Knowledge | CodeCode Available | 1 |
| Language Model Alignment in Multilingual Trolley Problems | Jul 2, 2024 | Decision MakingEthics | CodeCode Available | 1 |
