Fairness

Don’t Judge Code by Its Cover: Exploring Biases in LLM Judges for Code Evaluation EACL 2026 Do Psychometric Tests Work for Large Language Models? Evaluation of Tests on Sexism, Racism, and Morality EACL 2026 DP-NCB: Privacy Preserving Fair Bandits AAAI 2026 EFX Allocation in (Multi)Hypergraphs AAAI 2026 ESG-Bench: Benchmarking Long-Context ESG Reports for Hallucination Mitigation AAAI 2026 Evaluating the Effect of Retrieval Augmentation on Social Biases EACL 2026 Experiential Fairness: Bridging the Gap Between User Experience and Resource-Centric Fairness in Online LLM Services AAAI 2026 Fair and Efficient Balanced Allocation for Indivisible Goods AAAI 2026 Fair Bayesian Data Selection via Generalized Discrepancy Measures AAAI 2026 Fair Domain Generalization: An Information-Theoretic View AAAI 2026 Fair Facial Attribute Recognition via Group-Decoupled Vision Transformer with Mask-Guided Correlation Suppression AAAI 2026 FairGC: Fostering Individual and Group Fairness for Deep Graph Clustering AAAI 2026 Fair Graph Learning with Limited Sensitive Attribute Information AAAI 2026 Fair Model-based Clustering AAAI 2026 Fairness and Stability for Shared Resource Allocation Problems AAAI 2026 Fairness-Aware Design for Contextual Experiments: Guaranteeing Reliability and Equity in Heterogeneous Subgroups AAAI 2026 Fairness Aware Reinforcement Learning via Proximal Policy Optimization AAAI 2026 Fairness in Repeated Matching: A Maximin Perspective AAAI 2026 Fairness in the Multi-Secretary Problem AAAI 2026 Fairness Perceptions of Large Language Models AAAI 2026 Fairness Uncertainty Quantification: A Constrained Stochastic Optimization Perspective UAI 2026 Fairness under Graph Uncertainty: Achieving Interventional Fairness with Partially Known Causal Graphs over Clusters of Variables UAI 2026 FairScene: Learning Class-Disentangled 2D/3D Representations for Semantic Scene Completion WACV 2026 FAIR-SIGHT: Fairness Assurance in Image Recognition via Simultaneous Conformal Thresholding and Dynamic Output Repair WACV 2026 Fair Societies: Algorithms for House Allocations AAAI 2026