Uncertainty-Aware Fusion: An Ensemble Framework for Mitigating Hallucinations in Large Language Models.

Prasenjit Dey|Srujana Merugu|Sivaramakrishnan R. Kaveri


Anthology ID:DBLP:conf/www/DeyMK25
Volume:Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
Year:2025
Venue:The Web Conference (WWW)
Publisher:ACM
Pages:947-951
URL:https://doi.org/10.1145/3701716.3715523
DOI:https://doi.org/10.1145/3701716.3715523
DBLP:conf/www/DeyMK25
BibTeX:
@inproceedings{dey-2025-uncertaintyaware, author = {Prasenjit Dey and Srujana Merugu and Sivaramakrishnan R. Kaveri}, editor = {Guodong Long and Michale Blumestein and Yi Chang and Liane Lewin-Eytan and Zi Huang and Elad Yom-Tov}, title = {{Uncertainty-Aware Fusion: An Ensemble Framework for Mitigating Hallucinations in Large Language Models}}, booktitle = {{Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025}}, pages = {947--951}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3701716.3715523}, doi = {https://doi.org/10.1145/3701716.3715523} }