Save Gender Feminine Usage English (Modern, Rare) Pronounced Pron. at-LAN-tə [key] Meaning & History From the name of the city in the American state of Georgia, originally a short form of Atlantica, which is ultimately from the name of the Atlantic Ocean (itself the genitive of Atlas).It may also be considered a contracted form of Atalanta.