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Compositionality Decomposed: How do Neural Networks Generalise?

Compositionality Decomposed: How do Neural Networks Generalise?

Despite a multitude of empirical studies, little consensus exists on whether neural networks are able to generalise compositionally, a controversy that, in part, stems from a lack of agreement about what it means for a neural model to be compositional. As a response to this controversy, we present a set …