Author

K. Nakanishi

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#artificial intelligence Apr 2026

Screening Is Enough

Screening is introduced, whose explicit threshold transforms bounded query--key similarities into relevance values, enabling exact rejection, empty selection, and direct inspection on a common scale, in a controlled comparison of 12 attention mechanisms on a matched Transformer backbone.

K. Nakanishi · arXiv.org · 1 citation · ⚡1