TMLR
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2022

Zero-Shot Learning with Common Sense Knowledge Graphs

Abstract

Zero-shot learning with Common Sense Knowledge Graphs is a general-purpose framework with a novel transformer graph convolutional network for generating class representations from common sense knowledge graphs, which improves over existing WordNet-based methods on zero-shot learning tasks.

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