The 27-year-old actress will join the cast ensemble which includes Kristen Stewart, Bruce Willis and Jesse Eisenberg, reported Ace Showbiz.
The film, which is yet to be titled and has no plot details, will be produced by Woody's usual collaborators Letty Arsonson, Stephen Tenenbaum and Edward Walson.
The 79-year-old filmmaker is casting the film as he prepares for the Cannes premiere of his movie "Irrational Man" starring Emma Stone and Joaquin Phoenix.
The comedy-drama will be released in the US on July 17.