Harmful Factuality: LLMs Correcting What They Shouldn't

Mingchen Li, Hanzhi Zhang, Heng Fan 0001, Junhua Ding, Yunhe Feng. Harmful Factuality: LLMs Correcting What They Shouldn't. In Vera Demberg, Kentaro Inui, Lluís Marquez, editors, Findings of the Association for Computational Linguistics: EACL 2026, Rabat, Morocco, March 24-29, 2026. pages 896-912, Association for Computational Linguistics, 2026. [doi]

@inproceedings{LiZFDF26,
  title = {Harmful Factuality: LLMs Correcting What They Shouldn't},
  author = {Mingchen Li and Hanzhi Zhang and Heng Fan 0001 and Junhua Ding and Yunhe Feng},
  year = {2026},
  url = {https://aclanthology.org/2026.findings-eacl.46/},
  researchr = {https://researchr.org/publication/LiZFDF26},
  cites = {0},
  citedby = {0},
  pages = {896-912},
  booktitle = {Findings of the Association for Computational Linguistics: EACL 2026, Rabat, Morocco, March 24-29, 2026},
  editor = {Vera Demberg and Kentaro Inui and Lluís Marquez},
  publisher = {Association for Computational Linguistics},
  isbn = {979-8-89176-386-9},
}