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Relational recurrent neural networks
[article]
2018
arXiv
pre-print
Memory-based neural networks model temporal data by leveraging an ability to remember information for long periods. It is unclear, however, whether they also have an ability to perform complex relational reasoning with the information they remember. Here, we first confirm our intuitions that standard memory architectures may struggle at tasks that heavily involve an understanding of the ways in which entities are connected -- i.e., tasks involving relational reasoning. We then improve upon
arXiv:1806.01822v2
fatcat:civthbeomzhixprxchbry33luq