As the length of the semantic stack sequence is not known before decoding, the active learning selection criterion presented in (9) is biased towards longer utterances, which tend to have a lower probability.
a human evaluation shows that BaGEL can generate natural and informative utterances from unseen inputs in the information presentation domain.