"Claimed as a dependent" is a red herring here.  The taxpayer who claimed the exemption is likely a beneficiary of the estate.  The decedent could have had assets, as well as debt.  Follow the assets -- if they end up with someone before the debts are paid, the recipient may very well be liable, regardless of what happened on a tax return.