[KongchangAI]
Unverified50% confidenceBenchmarkExact time

REMORY (2026-10-08) proposes supplementing text-summary compression with a small set of learnable 'soft memory tokens,' achieving performance close to full context using only 5.2% of the input positions.

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50%
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10/13/2026
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