The 24-year-olds made their relationship Instagram official less than two weeks ago, after rumors surfaced they were dating.
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Both recently got out of long-term relationships.
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The couple has not confirmed their engagement, but the pop star posted a tweet shortly after the news went public saying, "I love you."