That's a load of hooey. The corporations certainly paid a great deal in SS and Medicare taxes - as well as the plethora of exercise, sales, and use taxes embedded into nearly everything they purchase. And then there's the little detail that their employee base pay a great deal of income taxes, which are borne by the corporations' cost structures.
Right, but the argument is about income taxes. When people say that the corporate income tax is too high, they fail to realize that few corporations pay that rate, or at least few large corporations. I'm all for lower corporate income taxes, but much of this argument is disingenuous because the effective corporate income tax rate is much lower than 35%.