The Spider-Man star plays a woman battling depression in the Lars von Trier film and the role has scored her a nod in the Best European Actress category at the European Film Academy prize-giving.
She will compete alongside her Melancholia co-star Charlotte Gainsbourg for the trophy, as well as Tilda Swinton for her role in We Need To Talk About Kevin.
Von Trier also landed a nod in the Best European Director category, while the film will also compete for Best European Film, among others.
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The awards will be handed out on 3 December (11) in Berlin, Germany.
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