Can StampDuty Registration charges made on FY 2005-06 be claimed in current FY?

I bought a house in 2005 for 5.5L and paid the registration/stampduty charges around 60k. I was not aware that this amount can be claimed under chapter VIA sec 80c. So, can I ask for tax exemption now? I do claim the principal/ interest every year.