How Human Experts Educate Specialized LLMs: Filling Knowledge Gaps in KG-Augmented Generation through Hallucination Detection.

@inproceedings{li-2026-human, author = {Chaofan Li and Lixing Chen and Junhua Tang and Yang Bai and Yutong Zhang and Zhi Zheng and Pan Zhou and Zhe Qu}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{How Human Experts Educate Specialized LLMs: Filling Knowledge Gaps in KG-Augmented Generation through Hallucination Detection}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {4172--4183}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792550}, doi = {https://doi.org/10.1145/3774904.3792550} }