首页|期刊导航|大数据挖掘与分析（英文版）|Knit:Toward Alleviating Large Language Model Fact Knowledge Hallucinations in Knowledge Graph Completion

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

大数据挖掘与分析（英文版）2026，Vol.9Issue(2)：611-631,21.

大数据挖掘与分析（英文版）2026，Vol.9Issue(2)：611-631,21.DOI:10.26599/BDMA.2025.9020057

Knit:Toward Alleviating Large Language Model Fact Knowledge Hallucinations in Knowledge Graph Completion

Jibing Gong ¹Xiaohan Fang ¹Wenhai Zhu ¹Jiquan Peng ¹Lin Wang ¹Mengpan Chen ¹Jiangtao Zhang ²Jie Tang³

作者信息

1. 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,China
2. The 305th Hospital of the Chinese People's Liberation Army,Beijing 100017,China
3. Knowledge Engineering Group,Department of Computer Science and Technology,Tsinghua University,Beijing 100084,China
折叠

摘要

关键词

Knowledge Graph Completion(KGC)/Large Language Models(LLMs)/fact knowledge hallucination

Key words

Knowledge Graph Completion(KGC)/Large Language Models(LLMs)/fact knowledge hallucination

引用本文复制引用

Jibing Gong,Xiaohan Fang,Wenhai Zhu,Jiquan Peng,Lin Wang,Mengpan Chen,Jiangtao Zhang,Jie Tang..Knit:Toward Alleviating Large Language Model Fact Knowledge Hallucinations in Knowledge Graph Completion[J].大数据挖掘与分析（英文版）,2026,9(2):611-631,21.

基金项目

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). （No.246Z0306G）

大数据挖掘与分析（英文版）

访问量0

下载量0

段落导航