Yes, but you will not be able to electronically file.
The IRS requires this information. If you cannot obtain the information, then you will have to print your return, mail it in with an attachment explaining to the IRS why you cannot provide your mortgage holder's info. Include the seller's name and address.
Verify that this information is not in your purchase contract or loan documents somewhere first.