The Premier League's bottom side beat Crystal Palace 1-0.
Elsewhere, Newcastle scored a 90th minute equaliser to claim a dramatic 3-3 draw with Manchester United, while West Ham won 3-1 at Bournemouth.
Later tonight, there's a further seven games in the Barclays Premier League.
Leaders Arsenal travel to Anfield to take-on Liverpool in one of two 8 o'clock kick-offs – the other match sees Tottenham and Leicester renew acquaintances just days after their 2-all draw in the FA Cup.
In the rest of tonight's top-flight games, Chelsea will host West Brom, Man City take-on Everton, Watford go to Southampton while Stoke are at home to Norwich and Swansea face Sunderland at the Liberty Stadium.
Kick-off in all of those games is at 19:45.
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