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Compositional generalization for primitive substitutions
Compositional generalization is a basic mechanism in human language learning, but
current neural networks lack such ability. In this paper, we conduct fundamental research for …
current neural networks lack such ability. In this paper, we conduct fundamental research for …
A short survey of systematic generalization
Y Li - arxiv preprint arxiv:2211.11956, 2022 - arxiv.org
This survey includes systematic generalization and a history of how machine learning
addresses it. We aim to summarize and organize the related information of both …
addresses it. We aim to summarize and organize the related information of both …
Transferability of Compositionality
Y Li, L Zhao, J Hestness, KY Lun, K Church… - 2020 - openreview.net
Compositional generalization is the algebraic capacity to understand and produce large
amount of novel combinations from known components. It is a key element of human …
amount of novel combinations from known components. It is a key element of human …