Fairness

Fair Federated Survival Analysis AAAI 2025 FairGen: Controlling Sensitive Attributes for Fair Generations in Diffusion Models via Adaptive Latent Guidance EMNLP 2025 FairGen: Enhancing Fairness in Text-to-Image Diffusion Models via Self-Discovering Latent Directions ICCV 2025 fairGNN-WOD: Fair Graph Learning Without Complete Demographics IJCAI 2025 FairGP: A Scalable and Fair Graph Transformer Using Graph Partitioning AAAI 2025 Fair Graph U-Net: A Fair Graph Learning Framework Integrating Group and Individual Awareness AAAI 2025 Fair Incomplete Multi-View Clustering via Distribution Alignment IJCAI 2025 FairI Tales: Evaluation of Fairness in Indian Contexts with a Focus on Bias and Stereotypes ACL 2025 FairMT-Bench: Benchmarking Fairness for Multi-turn Dialogue in Conversational LLMs ICLR 2025 Fairness-Accuracy Trade-Offs: A Causal Perspective AAAI 2025 Fairness-Aware Interactive Target Variable Definition IJCAI 2025 Fairness Beyond Performance: Revealing Reliability Disparities Across Groups in Legal NLP ACL 2025 Fairness in Automatic Speech Recognition Isn’t a One-Size-Fits-All EMNLP 2025 Fairness Issues and Mitigations in (Differentially Private) Socio-Demographic Data Processes AAAI 2025 Fairness on Principal Stratum: A New Perspective on Counterfactual Fairness ICML 2025 Fairness Shields: Safeguarding against Biased Decision Makers AAAI 2025 Fairness through Difference Awareness: Measuring Desired Group Discrimination in LLMs ACL 2025 Fair or Framed? Political Bias in News Articles Generated by LLMs EMNLP 2025 Fair Play in the Newsroom: Actor-Based Filtering Gender Discrimination in Text Corpora AACL 2025 FairSMOE: Mitigating Multi-Attribute Fairness Problem with Sparse Mixture-of-Experts IJCAI 2025 FairSteer: Inference Time Debiasing for LLMs with Dynamic Activation Steering ACL 2025 Fair Submodular Cover ICLR 2025 Fair Submodular Maximization over a Knapsack Constraint IJCAI 2025 Fair Summarization: Bridging Quality and Diversity in Extractive Summaries NAACL 2025 FAIR-TAT: Improving Model Fairness using Targeted Adversarial Training WACV 2025