 The town was named from a place called Auburn, mentioned in the poem "The Deserted Village" by Oliver Goldsmith.The Town of Auburn is in northwestern Chippewa County and is bordered by Barron County to the north and Dunn County to the west.The village of New Auburn borders the northeast corner of the town.