Jon Pareles of
The New York Times said that "
Loud works the pop gizmos as neatly as any album this year, maintaining the Rihanna brand. But the album has a hermetic, cool calculation until it gets to 'Love the Way You Lie (Part II),' her take on the tortured hit she shared with Eminem. 'It's sick that all these battles are what keeps me satisfied,' she sings. A lone piano humanizes her first vocals, and she rides the ascending power ballad to a pained resolve; then Eminem delivers new verses in a spiraling rage. It's purely theatrical, but it's also, for a moment, raw." Christopher Richards of
The Washington Post said that "With 'Love the Way You Lie (Part II),' the maniac-mouthed rapper is limited to just one verse, giving Rihanna the space to take ownership of the proceedings. Will the real Rihanna please stand up? She does -- and she sounds as remote as ever." James Skinner of
BBC Online viewed 'Love the Way You Lie (Part II)' as being even better than the original. He said, "Eminem's verse exuding the kind of volatile, simmering menace that got everyone so excited about him in the first place. But it is Rihanna's vocal – at once commanding, soulful and vulnerable – that anchors the song, and
Loud itself, elevating it from a hit-and-miss collection into something oddly arresting." Steve Jones of
USA Today gave a mixed review of the collaboration, commenting, "Eminem puts in a cameo on 'Love the Way You Lie (Part II)', which extends, but doesn't really add, to their earlier hit about a tortured relationship from his
Recovery album."
Chicago Sun-Times writer gave a negative review of the song, stating, "She collaborated with
Eminem this summer on the controversial 'Love the Way You Lie', a song and hotly debated video conflating wild passion with crazed assault. She returns to this on
Loud with "Love the Way You Lie (Part II)", an extension of the melody and the arson metaphor, in which Eminem reappears with more histrionic rapping about hating her, loving her, hitting her and hugging her. It's an unnecessary sequel that further muddies the issue: Is this a social statement, or merely an artistic expression about some truly troubled and confused people." == Chart performance ==