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nlp bia

2 papers

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fairness benchmark (1) stereotyping detection (1) measurement validity (1) stereotype detection (1) measurement model (1) nlp system (1) bias quantification (1) model debiasing (1) fairness evaluation (1) accuracy-fairness tradeoff (1)

Papers

Fair Enough: Standardizing Evaluation and Model Selection for Fairness Research in NLP EACL 2023 Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets ACL 2021