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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★ 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…
cs.CL2019
Dialog Intent Induction with Deep Multi-View Clustering
Hugh Perkins, Yi Yang
We introduce the dialog intent induction task and present a novel deep multi-view clustering approach to tackle the problem. Dialog intent induction aims at discovering user intent…