Don't your mean Decreasing the number of Personal Exemptions from Taxes?. Decreasing them or leaving them the same can have the effect you describe.
I didn’t comment on the obvious mistake the original poster made, I commented on the intent which was to “increase your refund” a ridiculous premise involving giving the government an interest free loan.
So, yes, you are a fricking genius, ok?