Absolutely. However, keep in mind that slow cookers tend to dilute flavor so reduce the amount of broth/stock by 1 cup. Cook on HIGH for 4-6 hours or LOW for 8-10 hours (depends on the size of the short ribs). Leave the cover off for the last 30 minutes or so so that the sauce can reduce slightly and the flavor intensifies.