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]

@inproceedings{GuanLL0HH024,
  title = {Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting},
  author = {Xinyan Guan and Yanjiang Liu and Hongyu Lin and Yaojie Lu 0001 and Ben He and Xianpei Han and Le Sun 0001},
  year = {2024},
  doi = {10.1609/aaai.v38i16.29770},
  url = {https://doi.org/10.1609/aaai.v38i16.29770},
  researchr = {https://researchr.org/publication/GuanLL0HH024},
  cites = {0},
  citedby = {0},
  pages = {18126-18134},
  booktitle = {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},
  editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan},
  publisher = {AAAI Press},
}