Berbatov netted both of his goals early in the first half of the Barclays Premier League clash, with hopes of a Hammers comeback virtually ending when Luis Boa Morte was dismissed just before the break.
Gilberto came off the bench and added a third before Darren Bent headed a fourth.
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