Haber et al. (2019) reported a rise in the proportion of content words for all utterance types in later rounds of the PhotoBook games.
we also observe such an increase in our referring utterance chains, and a similar trend is exhibited as well by the output of the ReRef and Copy models: generated subsequent references contain a significantly higher proportion of nouns and adjectives compared to first descriptions.