The group has not performed live since its 2003 induction into the Rock 'n' Roll Hall of Fame, Billboard said.
Mary J. Blige leads the field of Grammy nominees with eight, followed by the Red Hot Chili Peppers with six. James Blunt, Dixie Chicks, Danger Mouse and Prince are among eight artists with five nominations each.
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