The 22-year-old singer posted the image on Instagram in which both Calvin and Kanye are smiling.
Taylor was reportedly not impressed with Justin's on and off relationship with her best friend Selena Gomez from 2011 to 2014 and it has been claimed that she urged Selena to dump him.
Kanye has been involved in a huge public spat with Taylor over his controversial single Famous, after she claimed she didn't give him permission to sing about her.
However, his wife Kim Kardashian West leaked a series of videos on Snapchat which featured the rapper on the phone to Taylor discussing the controversial lyrics and she appeared to give it the go-ahead.
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