In this book, we have conducted an extensive investigation into the fascinating domain of integrating neural networks with symbolic reasoning for Knowledge Graph (KG) reasoning. Our focus has been directed toward three primary categories of reasoning tasks: knowledge graph completion, complex query answering, and logical rule learning.

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Conclusion and Research Frontiers

  • Kewei Cheng,
  • Yizhou Sun

摘要

In this book, we have conducted an extensive investigation into the fascinating domain of integrating neural networks with symbolic reasoning for Knowledge Graph (KG) reasoning. Our focus has been directed toward three primary categories of reasoning tasks: knowledge graph completion, complex query answering, and logical rule learning.