Wait...what? Am I missing somthing?
The joke is that the Irish are constantly drinking/drunk, so their favorite "dessert" is a type of beer that originated in Ireland.
Ohh. I read "dessert" as "desert", and I though to myself...wait? Ireland has deserts?