Claim: Recovery features Rihanna on the track Love the Way You Lie.
Evidence: It spawned four singles ; `` Not Afraid '' , `` Love the Way You Lie '' , `` No Love '' , and `` Space Bound '' , with the former two both reaching number one on the Billboard Hot 100.
`` Love the Way You Lie '' is a song recorded by the American rapper Eminem , featuring the Barbadian singer Rihanna , from Eminem 's seventh studio album Recovery -LRB- 2010 -RRB-.