What Can Neural Networks Reason About

ICLR, 2020.

Cited by: 19|Views210
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Abstract:

Neural networks have succeeded in many reasoning tasks. Empirically, these tasks require specialized network structures, e.g., Graph Neural Networks (GNNs) perform well on many such tasks, while less structured networks fail. Theoretically, there is limited understanding of why and when a network structure generalizes better than other eq...More

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