Which plane ? They don't all fly the same.
It sounds like you're just describing a a fully aerobatic model with neutral stability. You need to apply some reverse aileron to stop the roll.
Maybe you previously tried trainer types with dihedral and positive stability which do pull themselves out of the roll when you neutralise the controls.
I take it you haven't done a lot of real flying
.
Steve