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fairness measurement

7 papers

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Co-occurring keywords · papers mentioning both

bias measurement (3) bias detection (3) classifier fairness (2) gender bia (2) representational harm (2) occupational bia (1) large language model (1) narrative analysis (1) taxonomy development (1) fair generative model (1)

Papers

Causally Testing Gender Bias in LLMs: A Case Study on Occupational Bias NAACL 2025 Taxonomizing Representational Harms using Speech Act Theory ACL 2025 On Measuring Fairness in Generative Models NeurIPS 2023 Taxonomizing and Measuring Representational Harms: A Look at Image Tagging AAAI 2023 Analyzing Gender Bias within Narrative Tropes EMNLP 2020 Bounding the fairness and accuracy of classifiers from population statistics ICML 2020 Is Your Classifier Actually Biased? Measuring Fairness under Uncertainty with Bernstein Bounds ACL 2020