Method Drift›Long-context / context-window extension
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Gradual Forgetting
Gradual Forgetting: Logarithmic Compression for Extending Transformer Context WindowsLong-context / context-window extension · first seen Oct 25, 2025
current frontier — recent, not yet superseded in the knowledge base
0 papers critique it · 0 beat it on benchmarks
Newer alternatives
Recent methods in the same sub-problem, not yet superseded in the knowledge base.