Greedy or not, here I come: Language production under vocabulary constraints in humans and resource-rational models

This research explores how humans communicate with limited vocabularies, comparing their strategies to computational sampling algorithms powered by large language models. The study reveals that human language production under constraint often mirrors greedy sampling, although more skilled individuals exhibit non-greedy revision behaviors.