There's no adjustment. The switch can, in theory, be disassembled and cleaned, but if it's bad you're better off looking for a replacement.
Just to be sure of things, check for a short to ground in the wiring. The switch operates by connecting to ground when you're in neutral, so if you have a chafed wire somewhere, that'll keep the light from going out.
mystic_1