The choke is 'spring'loaded closed by the carb diaphragm located between the carb and the tank. It's pulled open by manifold vacuum when the engine starts.
Start by replacing the diaphragm. It's probably perished.
phil_saunders(a)bigfoot.com
Phil Saunders, March 2010