The big-screen adaptation of Caitlin Moran's best-selling book 'How to Build a Girl' has added double Academy Award winner Emma Thompson and Bridesmaids and Juliet, Naked star Chris O'Dowd to its cast, 'The Hollywood Reporter' has learned.