Abbott was married to actor Robert De Niro. They had a son together, Raphael, named after the hotel in Rome where he was conceived, and De Niro adopted Drena, Abbott's daughter from a previous marriage. Drena De Niro has appeared in her father's movies Showtime, Wag the Dog, City by the Sea and The Intern.) De Niro and Abbott divorced in 1988.