The Blues reached the last-four for the first time in seven years after the last playing in the semi-finals of the elite competition in 2014 when they crashed out against Spanish side, Athletico Madrid.
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Substitute Mehdi Taremi scored a sublime overhead kick in injury time, but it was a little too late as Chelsea held on to secure a spot in the semi-finals.
Taremi made history