Calibrating Uncertainty with Cross-Model Consistency for LLM Hallucination Mitigation.

@inproceedings{liu-2026-calibrating, author = {Jun Liu and Shu Zhou and Jun Liu and Shu Zhou and Rui Ling and Fangzhi Xu and Junan Chen and Tao Fan and Yudai Pan and Hao Wang and Yifan Zhu}, editor = {Hannah Bast and Alistair Moffat and Falk Scholer and Marc Najork and Min Zhang and Hannah Bast and Marc Najork and Min Zhang}, title = {{Calibrating Uncertainty with Cross-Model Consistency for LLM Hallucination Mitigation}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {4385--4390}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3809846}, doi = {https://doi.org/10.1145/3805712.3809846} }