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}
}