Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting

Xinyan Guan, Yanjiang Liu, Hongyu Lin, Yaojie Lu 0001, Ben He, Xianpei Han, Le Sun 0001. Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting. In Michael J. Wooldridge, Jennifer G. Dy, Sriraam Natarajan, editors, Thirty-Eigth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada. pages 18126-18134, AAAI Press, 2024. [doi]

Authors

Xinyan Guan

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Yanjiang Liu

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Hongyu Lin

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Yaojie Lu 0001

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Ben He

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Xianpei Han

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Le Sun 0001

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