Wake Me When the War Is Over.

During the latter days of WWII an American Lieutenant accidentally falls out of an airplane into German territory. He is taken in by a Baroness who becomes smitten with him and doesn't want him to leave, so she doesn't tell him that the war has ended...for five years!