Buying from someone with an IRS Lein ??? Can it be removed?

I have been told that IRS liens for homeowners income taxes are easy to get removed because they follow the individual, not the property.  

I have searched the site and not coming up with anything to clarify.  Anyone have experience getting an IRS lien removed from a property?