TexRel: a Green Family of Datasets for Emergent Communication with Relations

29 Sep 2021  ·  Hugh Perkins ·

We propose a new dataset TexRel as a playground for the study of emergent communications, in particular for relations. TexRel provides rapid training and experimentation, whilst being sufficiently large to avoid overfitting. We use TexRel to compare Sender models, compare with a related dataset, examine the effect of changing meaning space size, and perform a case-study for using \sys/ in place of symbolic input.

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