Sunday at Craven Cottage will be the fourth time they've faced eachother.
Silva said: "They have been very, very good games. Probably some of them too open for a manger to enjoy but yes, at Anfield, at the Cottage as well, they've been really in some moments emotional games as well. Other moments entertaining, tight games always. Of course in some of them, dramatic ends of the match.
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"I think (playing) at Anfield played a big part in it as well, they became more emotional. Even last season, it was really tough for them to play at Craven Cottage.
"Carabao Cup this season of course we wanted to make their life really difficult, give them a match and of course, let's hope we can get a different result than the last games we've played against them."