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} }