TwinBandit Prompt Optimizer: Adaptive Prompt Optimization via Synergistic Dual MAB-Guided Feedback.

Young-Joon Park|Seong-Ryeong Lee|Anh-Dung Vo|Minsung Jung|Daewoo Choi


Anthology ID:DBLP:conf/cikm/ParkLVJC25
Volume:Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
Year:2025
Venue:International Conference on Information and Knowledge Management (CIKM)
Publisher:ACM
Pages:5115-5119
URL:https://doi.org/10.1145/3746252.3760824
DOI:https://doi.org/10.1145/3746252.3760824
DBLP:conf/cikm/ParkLVJC25
BibTeX:
@inproceedings{park-2025-twinbandit, author = {Young-Joon Park and Seong-Ryeong Lee and Anh-Dung Vo and Minsung Jung and Daewoo Choi}, editor = {Meeyoung Cha and Carl Yang and Senjuti Basu Roy and Chanyoung Park and Zhenhui Jessie Li and Noseong Park and Carl Yang and Senjuti Basu Roy and Zhenhui Jessie Li and Jaap Kamps and Kijung Shin and Bryan Hooi and Lifang He}, title = {{TwinBandit Prompt Optimizer: Adaptive Prompt Optimization via Synergistic Dual MAB-Guided Feedback}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {5115--5119}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3760824}, doi = {https://doi.org/10.1145/3746252.3760824} }