LLMs for knowledge graph construction and reasoning: recent capabilities and future opportunities
Yuqi Zhu, Xiaohan Wang, Jing Chen, Shuofei Qiao, Yixin Ou, Yunzhi Yao, Shumin Deng, Huajun Chen, Ningyu Zhang
Topics & Concepts
InferenceComputer scienceInformation extractionTask (project management)Knowledge graphGraphPropositionGeneralizationArtificial intelligenceData scienceKnowledge managementTheoretical computer scienceEpistemologyPhilosophyEconomicsManagementTopic ModelingNatural Language Processing TechniquesAdvanced Graph Neural Networks