A framework for hallucination mitigation in domain-specialized large language models with application to aviation maintenance decision support.
Xuanting Lu|Xichao Su|Jikai Feng|Kang Zeng|Shuyou Zhang|Yiming Zhang
| Anthology ID: | DBLP:journals/ipm/LuSFZZZ26 |
|---|---|
| Year: | 2026 |
| Venue: | Information Processing and Management |
| Pages: | 104762 |
| URL: | https://doi.org/10.1016/J.IPM.2026.104762 |
| DOI: | https://doi.org/10.1016/J.IPM.2026.104762 |
| DBLP: | journals/ipm/LuSFZZZ26 |
| BibTeX: |
@article{lu-2026-framework,
author = {Xuanting Lu and
Xichao Su and
Jikai Feng and
Kang Zeng and
Shuyou Zhang and
Yiming Zhang},
title = {{A framework for hallucination mitigation in domain-specialized large language models with application to aviation maintenance decision support}},
journal = {Information Processing and Management},
volume = {63},
number = {7},
pages = {104762},
year = {2026},
url = {https://doi.org/10.1016/J.IPM.2026.104762},
doi = {https://doi.org/10.1016/J.IPM.2026.104762}
}