criteo/FairJob
Viewer • Updated • 1.07M • 1.15k • 9
⚖️📏 Recommender System Fairness Evaluation
-
-
Is ChatGPT Fair for Recommendation? Evaluating Fairness in Large Language Model Recommendation
Paper • 2305.07609 • Published -
FairJob: A Real-World Dataset for Fairness in Online Systems
Paper • 2407.03059 • Published • 1 -
Stairway to Fairness: Connecting Group and Individual Fairness
Paper • 2508.21334 • Published • 3 -
FairEval: Evaluating Fairness in LLM-Based Recommendations with Personality Awareness
Paper • 2504.07801 • Published • 1 -
The Quest for Reliable Metrics of Responsible AI
Paper • 2510.26007 • Published • 4 -
Measuring Individual User Fairness with User Similarity and Effectiveness Disparity
Paper • 2602.02516 • Published -
Can Fairness Be Prompted? Prompt-Based Debiasing Strategies in High-Stakes Recommendations
Paper • 2603.12935 • Published • 3 -
Offline Evaluation Measures of Fairness in Recommender Systems
Paper • 2604.25032 • Published • 1 -
Robustness Analysis of Pareto-based Joint Evaluation of Fairness and Relevance in Recommender Systems
Paper • 2610.27850 • Published • 1