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statistical bia

11 papers

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Co-occurring keywords · papers mentioning both

dataset bia (2) natural language understanding (2) model evaluation (2) dataset replication (1) accuracy drop (1) conditional inference (1) bias identification (1) machine learning theory (1) statistical bias profiling (1) multi-choice dataset (1)

Papers

Games of Representation: Developing Card-Based Activities to Teach About Representation and Bias in AI Datasets AAAI 2026 Aleatoric and Epistemic Discrimination: Fundamental Limits of Fairness Interventions NeurIPS 2023 Statistically Profiling Biases in Natural Language Reasoning Datasets and Models EMNLP 2023 Mitigating Bias in Calibration Error Estimation AISTATS 2022 Mitigating statistical bias within differentially private synthetic data UAI 2022 On Statistical Bias In Active Learning: How and When to Fix It ICLR 2021 Simpson's Bias in NLP Training AAAI 2021 Using Adversarial Attacks to Reveal the Statistical Bias in Machine Reading Comprehension Models ACL 2021 Identifying Statistical Bias in Dataset Replication ICML 2020 On Conditional Versus Marginal Bias in Multi-Armed Bandits ICML 2020 A Statistical Perspective on Algorithmic Leveraging ICML 2014