Knit:Toward Alleviating Large Language Model Fact Knowledge Hallucinations in Knowledge Graph CompletionOA
Knit:Toward Alleviating Large Language Model Fact Knowledge Hallucinations in Knowledge Graph Completion
Jibing Gong;Xiaohan Fang;Wenhai Zhu;Jiquan Peng;Lin Wang;Mengpan Chen;Jiangtao Zhang;Jie Tang
School of Information Science and Engineering,Yanshan University,Qinhuangdao 066004,China||Key Laboratory for Computer Virtual Technology and System Integration of Hebei Province,Qinhuangdao 066004,China||Research Institute of Yanshan University,Shenzhen 518063,ChinaSchool of Information Science and Engineering,Yanshan University,Qinhuangdao 066004,China||Key Laboratory for Computer Virtual Technology and System Integration of Hebei Province,Qinhuangdao 066004,China||Research Institute of Yanshan University,Shenzhen 518063,ChinaSchool of Information Science and Engineering,Yanshan University,Qinhuangdao 066004,China||Key Laboratory for Computer Virtual Technology and System Integration of Hebei Province,Qinhuangdao 066004,China||Research Institute of Yanshan University,Shenzhen 518063,ChinaSchool of Information Science and Engineering,Yanshan University,Qinhuangdao 066004,China||Key Laboratory for Computer Virtual Technology and System Integration of Hebei Province,Qinhuangdao 066004,China||Research Institute of Yanshan University,Shenzhen 518063,ChinaSchool of Information Science and Engineering,Yanshan University,Qinhuangdao 066004,China||Key Laboratory for Computer Virtual Technology and System Integration of Hebei Province,Qinhuangdao 066004,China||Research Institute of Yanshan University,Shenzhen 518063,ChinaSchool of Information Science and Engineering,Yanshan University,Qinhuangdao 066004,China||Key Laboratory for Computer Virtual Technology and System Integration of Hebei Province,Qinhuangdao 066004,China||Research Institute of Yanshan University,Shenzhen 518063,ChinaThe 305th Hospital of the Chinese People's Liberation Army,Beijing 100017,ChinaKnowledge Engineering Group,Department of Computer Science and Technology,Tsinghua University,Beijing 100084,China
Knowledge Graph Completion(KGC)Large Language Models(LLMs)fact knowledge hallucination
Knowledge Graph Completion(KGC)Large Language Models(LLMs)fact knowledge hallucination
《大数据挖掘与分析（英文版）》 2026 (2)
611-631,21
This work was supported by the Central Government Guidance Local Science and Technology Development Fund Project(No.246Z0306G),the CCF-Zhipu AI Large Model Fund(No.CCF-Zhipu202307),and the CIPSC-SMP-Zhipu.AI Large Model Cross-Disciplinary Fund and Innovation Capability Improvement Plan Project of Hebei Province(No.22567626H).
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