The film was nominated for the Academy Awards for Academy Award for Best Picture , as well as Academy Award for Best Production Design ( Carroll Clark and Van Nest Polglase ) , Academy Award for Best Original Song ( Irving Berlin for Cheek to Cheek ) , and Dance Direction ( Hermes Pan for Piccolino and Top Hat ) .