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

Yao Xu, Shizhu He, Jiabei Chen, Zihao Wang 0001, Yangqiu Song, Hanghang Tong, Guang Liu, Jun Zhao 0001, Kang Liu 0001. Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering. In Yaser Al-Onaizan, Mohit Bansal, Yun-Nung Chen, editors, Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024. pages 18410-18430, Association for Computational Linguistics, 2024. [doi]

Abstract

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