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A. Zeris

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Jul 2026

FourierQK: Spectral Preprocessing of Query-Key Projections Improves Transformer Attention

FFT-based spectral preprocessing of learned query-key (Q/K) projections substantially improves transformer attention on character-level language modelling and defines an architectural boundary between bilateral spectral attention and genuinely causal spectral attention at word-scale tokenisation.

A. Zeris · 0 citations

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