I started singing it too as soon as I saw the title.
Don't feel bad OP. I didn't realize I'd taught my son Luka until he started singing along from the back seat, and that's not even as bad as Burning Down the House. He inserts his own lyrics of what's burning down depending on what he sees or how annoying his brother's being.