Band's frontman Martin said he and his bandmates have asked some important people in their lives to come on board for the upcoming project, reported Aceshowbiz.
The 38-year-old singer's ex-wife Paltrow, 43, will appear on ballad titled "Everglow".
"Everyone who got asked to sing on our album has an important part in our lives. What I am trying to learn in my life is the value of every human. Inclusiveness is the key thing, and it all comes from that 'Guest House' poem.
His current girlfriend, Annabelle Wallis, will also join him on one song.
"A Head Full of Dreams" is coming out on December 4. PTI SHD.