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1.
A semi-polite way to call someone ugly.
Sandra Bernhard has an unfortunate looking face.
by malren April 13, 2007
 
2.
Someone who is ugly; so ugly, in fact, that it is unfortunate for the rest of the world to have to look at them.
Aquafina is so unfortunate-looking!
by AriaMelody January 11, 2008