A Study of Compositional Generalization in Neural Models

Dhaval Adjodah
Dhaval Adjodah
Vincent Marois
Vincent Marois
Josh Joseph
Josh Joseph
Matthew Riemer
Matthew Riemer
Murray Campbell
Murray Campbell
Cited by: 0|Views16

Abstract:

Compositional and relational learning is a hallmark of human intelligence, but one which presents challenges for neural models. One difficulty in the development of such models is the lack of benchmarks with clear compositional and relational task structure on which to systematically evaluate them. In this paper, we introduce an environ...More

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