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fairness benchmarking

4 papers

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Co-occurring keywords · papers mentioning both

fairness evaluation (2) bias mitigation (2) debiasing strategy (1) demographic dimension (1) disparate treatment (1) fairness-accuracy trade-off (1) preprocessing fairness (1) sensitive demographic (1) fairness benchmark (1) demographic bia (1)

Papers

Evaluating Fairness in Large Vision-Language Models Across Diverse Demographic Attributes and Prompts EMNLP 2025 ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods NeurIPS 2024 Social Bias Probing: Fairness Benchmarking for Language Models EMNLP 2024 Benchmarking Intersectional Biases in NLP NAACL 2022