These requirements can explain why tuning on the training data leads to unsatisfactory performance on the IWSLT translation task, as will be shown in our experiments later.
enlarging a tuning set is not always a sufficient solution for robust tuning, since it would be impractical to create a large scale tuning set with these requirements.