MARCH stores checkpoints of a recurrent state and uses learned content keys to route queries to the right checkpoint, improving long-context recall over fixed-state baselines.
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MARCH: Scaling Recurrent Memory with Content-Routed State Anchors
MARCH stores checkpoints of a recurrent state and uses learned content keys to route queries to the right checkpoint, improving long-context recall over fixed-state baselines.