Long-context / context-window extension

SharedLLM

Stacked from One: Multi-Scale Self-Injection for Context Window Extension

On the frontierfirst seen Mar 5, 2026

Current frontier — recent, not yet superseded in the knowledge base

0 papers critique it · 0 beat it on benchmarks

What to use instead

Recent methods in the same sub-problem, not yet superseded in the knowledge base — arXiv benchmark leaders, not vetted production recommendations.