Long-context / context-window extension
Superseded — cited as a baseline and beaten by newer methods
1 papers critique it · 1 beat it on benchmarks
Verbatim critique sentences, each from a paper that cites RMT as a baseline.
many lack explicit gating mechanisms to protect important long-term memories from being overwritten by newer information
Recent methods in the same sub-problem, not yet superseded in the knowledge base — arXiv benchmark leaders, not vetted production recommendations.