no code implementations • 18 Feb 2024 • Xinbang Dai, Yuncheng Hua, Tongtong Wu, Yang Sheng, Qiu Ji, Guilin Qi
Although the method of enhancing large language models' (LLMs') reasoning ability and reducing their hallucinations through the use of knowledge graphs (KGs) has received widespread attention, the exploration of how to enable LLMs to integrate the structured knowledge in KGs on-the-fly remains inadequate.
no code implementations • 27 Oct 2023 • Qiu Ji, Guilin Qi, Yuxin Ye, Jiaye Li, Site Li, Jianjie Ren, Songtao Lu
We conduct experiments over 19 ontology pairs and compare our algorithms and scoring functions with existing ones.
1 code implementation • 4 Apr 2023 • Keyu Wang, Site Li, Jiaye Li, Guilin Qi, Qiu Ji
A natural way to reason with an inconsistent ontology is to utilize the maximal consistent subsets of the ontology.