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Halep, the runner-up in 2014 and 2017, will face Spanish third seed Garbine Muguruza for a place in Saturday's final.
Muguruza, the 2016 champion, earlier thrashed Maria Sharapova 6-2, 6-1 to reach the semi-finals, condemning the Russian to her worst Grand Slam defeat in more than six years.