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Richard Evans

2 accepted papers

2022

Making Sense of Raw Input (Extended Abstract)

IJCAI 2022poster

How should a machine intelligence perform unsupervised structure discovery over streams of sensory input? One approach to this problem is to cast it as an apperception task. Here, the task is to construct an explicit interpretable theory that both explains the sensory sequence and also satisfies a s…

Cited by 0SourcePDFScholar
2018

Can Neural Networks Understand Logical Entailment?

ICLR 2018poster

We introduce a new dataset of logical entailments for the purpose of measuring models' ability to capture and exploit the structure of logical expressions against an entailment prediction task. We use this task to compare a series of architectures which are ubiquitous in the sequence-processing lite…

Cited by 154SourcePDFScholar