Here is the version we sang as children in the 1950's:

There was a little house in the middle of the woods
A little old man by the window stood
He saw a rabbit hopping by, knocking at his door
"Help me! Help me! Help me", he said.
"Or, that hunter will shoot me dead."
Come little rabbit come with me, happy we will be.