Well, 'A Midsummer Night's Love Spell' is also a wonderful romance fantasy short story. It's set in a forest full of fairies. A human girl gets lost in the forest on midsummer night and falls under a love spell cast by a mischievous fairy. A young man from the nearby village comes to her rescue and they end up falling in love while trying to break the spell.
One of the popular romance fantasy short stories is 'The Enchanted Love'. In this story, a young girl discovers she has the power to control the elements and falls in love with a mysterious boy from a different realm. Their love is tested by the differences between their worlds and the dark forces that oppose their union.