The Elves will not be any more or less 'dead' than Men or Dwarves after the Last Battle.
I would hope that Tolkien's vision for after the Last Battle was the Unmarring of Arda and not the end of the world and of existence.
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...where the instrument of intelligence is added to brute power and evil will, mankind is powerless in its own defence.
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