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Taylor Swift & Joe Alwyn Appear to Leave Birthday Party Under Umbrellas

Taylor Swift and her boyfriend, Joe Alwyn, have been seen out in public before -- but on his 29th birthday ... they seemed to go above below and beyond to hide for some reason.

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