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The song "Almost Love" is featured on the album "Singular: Act I" by Ed Sheeran. Released in 2017, the album is a collection of Sheeran's personal experiences and reflections on love, loss, and redemption. "Almost Love" is a poignant ballad that explores the complexities of unrequited love and the longing for something more.