This evaluation takes some inspiration from the evaluation of neural encoder-decoder translation models (Sutskever et al., 2014;Bahdanau et al., 2015), which use similar architectures for the task of Machine Translation.
the task we present can be thought of as "translating" a sentence into its successor.