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Knowledge-Aware Zero-Shot Learning Survey by Hubert Nicolas is a document available to read on EtoBox.

What is Knowledge-Aware Zero-Shot Learning Survey about?

This paper presents a comprehensive survey on Zero-Shot Learning (ZSL) from the perspective of external knowledge, categorizing it into four types: text, attribute, knowledge graphs (KG), and ontology & rules. It reviews various methods, case studies, and benchmarks associated with each type of external knowledge, highlighting the importance of symbolic knowledge representation in enhancing ZSL performance. The paper also discusses the limitations of existing reviews and the need for a more systematic analy

Author

Hubert Nicolas

Language

EN