Many songs stick in my head and wont go away until I have learned them and played them. The following few really haunted me for a while.

Civil War Songs = Lorena and The Vacant Chair

John Prine's - Paradise

Don McLean's - Vincent

also "The Rose of Allendale" and a song from The Isle of Man caled "The Laxey Wheel"