deep-bias

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Deep and shallow biases in language models

arXiv cs.CL ↗ · 2026-09-10 Cached

The paper introduces a bias depth score to distinguish stable 'deep biases' from prompt-dependent 'shallow biases' in large language models, showing that deep biases are more persistent and harder to remove.

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