Mathijs Mul

Compositionality Decomposed: How do Neural Networks Generalise? (Extended Abstract)

Despite a multitude of empirical studies, little consensus exists on whether neural networks are able to generalise compositionally. As a response to this controversy, we present a set of tests that provide a bridge between, on the one hand, the vast amount of linguistic and philosophical theory abo…