70 citations · 88 across the 7 of their papers we have counts for
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cs.CL2021
TexRel: a Green Family of Datasets for Emergent Communications on Relations
Hugh Perkins
We propose a new dataset TexRel as a playground for the study of emergent communications, in particular for relations. By comparison with other relations datasets, TexRel provides…
cs.CL2021
Neural networks can understand compositional functions that humans do not, in the context of emergent communication
Hugh Perkins
We show that it is possible to craft transformations that, applied to compositional grammars, result in grammars that neural networks can learn easily, but humans do not. This coul…
cs.CL2021★ 1 cited
Compositionality Through Language Transmission, using Artificial Neural Networks
Hugh Perkins
We propose an architecture and process for using the Iterated Learning Model ("ILM") for artificial neural networks. We show that ILM does not lead to the same clear compositionali…