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Towards Identifying the Dataset Biases Causing Phantom Transfer

Jürß, Jonas et al.
arXiv (OAI Expanded) · Papers
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machine-learning
Recent work has shown that a teacher model can transfer a bias to a student through a dataset from which every explicit reference to that bias has been filtered out, and that no data-level defense reliably removes or detects it even when knowing what bias to look for. Aiming to shed light on the hid
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