It's so weird that elves are now the good guys. They were actually dream spirits that give you nightmares (engl. nightmare ≫ german Alptraum = elf dream). And no, they weren't described having otherworldly beauty.

It's also believed that nordic elves and dwarfs are the same beings in the Edda. The nordic word for elf is álfr which often is part of dwarf names.