Before revision:  However, dataset creation for language generation is an arduous task , and popular datasets designed for training these generators mostly consist of simple meaning representations composed of slot and value tokens to be realized.
After revision:  However, the creation of such datasets is an arduous task , and popular datasets designed for training these generators mostly consist of simple meaning representations composed of slot and value tokens to be realized.