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That success boosted the Gunners' goal difference further and means Liverpool must win to keep pace at the top.
Manchester City is currently in third and does have games in hand on the top two but victory for Liverpool will put the pressure on Pep Guardiola's men to win their remaining matches.
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Liverpool's preparations ahead of the clash with Everton have been hit with another injury blow after Diogo Jota was ruled out.
The Portuguese made his first start since a lengthy lay-off with a knee problem against Fulham, scoring his side's third goal.
But in his press conference ahead of Wednesday's match, Klopp confirmed Jota would be out for a fortnight.
When I say two weeks, actually really it’s pretty much nothing but enough to not be available.”
Possible return date: Should be back for Aston Villa (May 13).
Conor Bradley
Reds defender Conor Bradley limped off against Crystal Palace with an ankle problem.
Scans showed there was no serious damage but Klopp confirmed he had 'overstretched his ligaments' in the Anfield defeat.
The Liverpool boss suggested Bradley would be back in training in two weeks ahead of last week's match with Atalanta, meaning he is still around a week away from returning to action.
He should be fit to play some part in the final matches of the season.
Possible return date: Tottenham (May 5) or Aston Villa (May 13).
Ben Doak
Liverpool youngster Ben Doak has had a difficult season with injuries, having been tipped for a breakthrough campaign.
Doak may get some minutes for the Under-21s if he can prove his fitness but is not expected to feature for the first team.
Possible return date: Unknown.
Thiago Alcântara and Joël Matip
Liverpool fans may have seen the last of Thiago Alcântara and Joël Matip in a red shirt, with both out of contract at the end of the season.
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