The clash will be a rematch of the 2009 FA Cup final when Chelsea triumphed 2-1.
Louis Saha scored the fastest goal in FA Cup final history after just 25 seconds on that day but goals from Didier Drogba and Frank Lampard ensured it was John Terry who lifted the trophy.
Palace knocked out Premier League title contenders Tottenham thanks to a Martin Kelly strike.
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