The 46-year-old actress will join an ensemble that so far includes Blake Lively, Kristen Stewart, Jesse Eisenberg and Bruce Willis, reported Deadline.
The plot details are not out yet. The film is being produced by Letty Aronson, Stephen Tenenbaum and Edward Walson, his usual collaborators.
The 79-year-old "Bullets over Broadway" filmmaker has been casting for the film since past few months.