The lyrics sparked outrage from fellow rapper Azealia Banks, who tweeted her disgust directly to 'Summertime Sadness' singer Lana.
42-year-old Eminem released 18-minute video Shady Cxvpher, to support his greatest hits album Shady XV, earlier this week and it contains a very disturbing lyric about Lana.
The song includes the lines: "B***h I'll punch Lana Del Rey right in the face twice, like Ray Rice in broad daylight in the plain sight of the elevator surveillance / Til her head is banging on the railing, then celebrate with the Ravens."
The lyrics reference American footballer Ray Rice, a Baltimore Ravens player who was arrested in March this year after footage emerged of him punching his wife Janay in the face and knocking her out.
Azealia reacted to the video with fury, tweeting Lana with the message: "Tell him to go back to his trailer park and eat his microwave hotpocket dinner and suck on his sisters t*ddies (sic)."
Lana has not yet responded to the video or Azealia's tweet, although she did tweet Azealia last week to say "love my one and only girl xxx".
It's great to see that the girls have each other's backs in every situation!
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