Service tax not charged in original bill now claiming

Our compony is paying rent a land to another company from last two years and that comapny is not charging service tax in his bill. Now they raised bill for Arrear of Service tax and Interest of Last two years in current FY.

Whether it is correct. If yes than whether we can take credit of it or not.

Please also provide relevant provisions.