Which LLM to Play? Convergence-Aware Online Model Selection with Time-Increasing Bandits.

Yu Xia|Fang Kong|Tong Yu|Liya Guo|Ryan A. Rossi|Sungchul Kim|Shuai Li


Anthology ID:DBLP:conf/www/XiaK0GRK024
Volume:Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
Year:2024
Venue:The Web Conference (WWW)
Publisher:ACM
Pages:4059-4070
URL:https://doi.org/10.1145/3589334.3645420
DOI:https://doi.org/10.1145/3589334.3645420
DBLP:conf/www/XiaK0GRK024
BibTeX:
@inproceedings{xia-2024-llm, author = {Yu Xia and Fang Kong and Tong Yu and Liya Guo and Ryan A. Rossi and Sungchul Kim and Shuai Li}, editor = {Tat-Seng Chua and Chong-Wah Ngo and Ravi Kumar and Hady Wirawan Lauw and Roy Ka-Wei Lee}, title = {{Which LLM to Play? Convergence-Aware Online Model Selection with Time-Increasing Bandits}}, booktitle = {{Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024}}, pages = {4059--4070}, publisher = {ACM}, year = {2024}, url = {https://doi.org/10.1145/3589334.3645420}, doi = {https://doi.org/10.1145/3589334.3645420} }