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Calibrating WEAT Against Anisotropy: ZCA Whitening as a Geometric Pre-Processing Step for Embedding Association Tests

arXiv cs.CL · 2026-08-10 Cached

This paper proposes ZCA whitening as a geometric pre-processing step for WEAT to address embedding anisotropy, showing that calibration changes significance status for over 30% of results and that uncalibrated bias measurements may be unreliable.

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