Generate-on-Graph: Treat LLM as both Agent and KG in Incomplete Knowledge Graph Question Answering

1 code implementation • 23 Apr 2024 • Yao Xu, Shizhu He, Jiabei Chen, ZiHao Wang, Yangqiu Song, Hanghang Tong, Kang Liu, Jun Zhao

To simulate real-world scenarios and evaluate the ability of LLMs to integrate internal and external knowledge, in this paper, we propose leveraging LLMs for QA under Incomplete Knowledge Graph (IKGQA), where the given KG doesn't include all the factual triples involved in each question.

Graph Question Answering Hallucination +2