conftrace_

fairness testing

5 papers

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Co-occurring keywords · papers mentioning both

algorithmic fairness (2) visual inspection (1) bias detection (1) outlier detection (1) hypothesis testing (1) bias mitigation (1) foundation model (1) group fairness (1) sensitive attribute (1) fair machine learning (1)

Papers

Searching for Unfairness in Algorithms’ Outputs: Novel Tests and Insights AAAI 2025 Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models ACL 2023 Flexible text generation for counterfactual fairness probing NAACL 2022 Achieving Equalized Odds by Resampling Sensitive Attributes NeurIPS 2020 Metamorphic Testing and Certified Mitigation of Fairness Violations in NLP Models IJCAI 2020