Aesthetic appeal aside, can you seriously imagine a human being swinging that axe with just one hand? Even with amazing strength where the weight of the axe wouldn't be a problem the length would still make it to awkward to make an effective swing.
The link you posted is valid, such weapons did exist, but they were used with 2 hands, that's all.