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demographic fairness

17 papers

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Co-occurring keywords

demographic bia (112) large language model (13587) bias mitigation (500) group fairness (158) text classification (6793) fair principal component analysis (2) fairness-aware learning (21) fairness evaluation (118) fair graph learning (2) spatiotemporal datum (20)

Papers

fairGNN-WOD: Fair Graph Learning Without Complete Demographics IJCAI 2025
Parameterized Approximation Algorithm for Doubly Constrained Fair Clustering IJCAI 2025
Fair Text-to-Image Diffusion via Fair Mapping AAAI 2025
Auditing Political Bias in Text Generation by GPT-4 using Sociocultural and Demographic Personas: Case of Bengali Ethnolinguistic Communities AACL 2025
Unveiling Performance Challenges of Large Language Models in Low-Resource Healthcare: A Demographic Fairness Perspective COLING 2025
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
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
Efficient fair PCA for fair representation learning AISTATS 2023
On Adversarial Robustness of Demographic Fairness in Face Attribute Recognition IJCAI 2023
For the Underrepresented in Gender Bias Research: Chinese Name Gender Prediction with Heterogeneous Graph Attention Network AAAI 2023
Analyzing Bias in Large Language Model Solutions for Assisted Writing Feedback Tools: Lessons from the Feedback Prize Competition Series ACL 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 NIPS 2022
Reliability Testing for Natural Language Processing Systems ACL 2021
Fairness-Aware Demand Prediction for New Mobility AAAI 2020