demographic fairness

Auditing Political Bias in Text Generation by GPT-4 using Sociocultural and Demographic Personas: Case of Bengali Ethnolinguistic Communities AACL 2025 fairGNN-WOD: Fair Graph Learning Without Complete Demographics IJCAI 2025 Fair Text-to-Image Diffusion via Fair Mapping AAAI 2025 Parameterized Approximation Algorithm for Doubly Constrained Fair Clustering IJCAI 2025 Unveiling Performance Challenges of Large Language Models in Low-Resource Healthcare: A Demographic Fairness Perspective COLING 2025 All Should Be Equal in the Eyes of LMs: Counterfactually Aware Fair Text Generation AAAI 2024 FairRAG: Fair Human Generation via Fair Retrieval Augmentation CVPR 2024 Selecting Shots for Demographic Fairness in Few-Shot Learning with Large Language Models EMNLP 2024 Utility-Fairness Trade-Offs and How to Find Them CVPR 2024 Analyzing Bias in Large Language Model Solutions for Assisted Writing Feedback Tools: Lessons from the Feedback Prize Competition Series ACL 2023 Efficient fair PCA for fair representation learning AISTATS 2023 For the Underrepresented in Gender Bias Research: Chinese Name Gender Prediction with Heterogeneous Graph Attention Network AAAI 2023 On Adversarial Robustness of Demographic Fairness in Face Attribute Recognition IJCAI 2023 Auto-Debias: Debiasing Masked Language Models with Automated Biased Prompts ACL 2022 The Dollar Street Dataset: Images Representing the Geographic and Socioeconomic Diversity of the World NeurIPS 2022 Reliability Testing for Natural Language Processing Systems ACL 2021 Fairness-Aware Demand Prediction for New Mobility AAAI 2020