Method Drift›Long-context / context-window extension
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BA-Att
Efficient Long-Context Modeling in Diffusion Language Models via Block Approximate Sparse AttentionLong-context / context-window extension · first seen May 19, 2026
current frontier — recent, not yet superseded in the knowledge base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Recent methods in the same sub-problem, not yet superseded in the knowledge base.