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· 2025 · arXiv 2507.05164

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math.DS 1

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2026 1

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Spectral Selection in Symmetric Self-Attention Dynamics

math.DS · 2026-04-28 · unverdicted · novelty 7.0

Symmetric self-attention dynamics select the dominant eigendirection of V, producing homogeneous alignment when one positive eigenvalue dominates or sign-split polarization when V is negative definite.

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  • Spectral Selection in Symmetric Self-Attention Dynamics math.DS · 2026-04-28 · unverdicted · none · ref 6

    Symmetric self-attention dynamics select the dominant eigendirection of V, producing homogeneous alignment when one positive eigenvalue dominates or sign-split polarization when V is negative definite.