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Other artists who have covered "If I Needed Someone" include James Taylor and the doom metal band Type O Negative. The latter included it with "Day Tripper" and "I Want You (She's So Heavy)" as part of a Beatles medley on their 1999 album "World Coming Down". In 2005, Nellie McKay recorded the song in the lounge jazz style for the multi-artist compilation "This Bird Has Flown: A 40th Anniversary Tribute to the Beatles' Rubber Soul". The English folk duo Show of Hands have also covered the song, incorporating Eastern instruments such as the tabla. Their version appeared on the 2006 compilation "Rubber Folk" and on "Harrison Covered", a Harrison tribute CD accompanying the November 2011 issue of "Mojo".