Visibly taken aback, Obama rejected the notion it was a tax increase and said pulling the dictionary out was a sign the host was "stretching" a little. 

"No. That -- that's not true, George. The -- for us to say that you've got to take a responsibility to get health insurance is absolutely not a tax increase," Obama said. 

Click here to see the exchange with Obama.