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The Fenty Beauty founder, 34, was photographed heading to the Olivetta restaurant in West Hollywood for a night of European-inspired fine dining on Sunday night.
Wearing a ruched black gown that featured a slit on the left leg, Rihanna paired the glamorous outfit with a stylish oversized leather jacket.
A$AP Rocky, who officially turns 34 years old on Monday, complimented her grown and sexy look in a sharp black suit and tie.
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The couple — who welcomed a baby together in May — is back on the West Coast after spending time in New York as Rihanna supported A$AP Rocky during a New York Fashion Week event in SoHo and at the Rolling Loud Festival, where he was part of the lineup of performers.
She was even spotted heading to a music studio in New York City last week, wearing a graphic T-shirt and black bomber jacket.
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"Rihanna is a generational talent, a woman of humble beginnings who has surpassed expectations at every turn. A person born on the small island of Barbados who became one of the most prominent artists ever. Self-made in business and entertainment," JAY-Z, who previously signed a deal with the NFL to head the league's musical entertainment, said in a statement, per The Hollywood Reporter.
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"We are thrilled to welcome Rihanna to the Apple Music Super Bowl Halftime Show stage," Seth Dudowsky, NFL Head of Music, added in his own statement, per the outlet. "Rihanna is a once-in-a-generation artist who has been a cultural force throughout her career. We look forward to collaborating with Rihanna, Roc Nation and Apple Music to bring fans another historic Halftime Show performance."