Use Your INSTINCT: INSTruction optimization for LLMs usIng Neural bandits Coupled with Transformers

Xiaoqiang Lin, Zhaoxuan Wu, Zhongxiang Dai, Wenyang Hu, Yao Shu, See-Kiong Ng, Patrick Jaillet, Bryan Kian Hsiang Low. Use Your INSTINCT: INSTruction optimization for LLMs usIng Neural bandits Coupled with Transformers. In Forty-first International Conference on Machine Learning, ICML 2024, Vienna, Austria, July 21-27, 2024. OpenReview.net, 2024. [doi]

@inproceedings{LinWDHSNJL24,
  title = {Use Your INSTINCT: INSTruction optimization for LLMs usIng Neural bandits Coupled with Transformers},
  author = {Xiaoqiang Lin and Zhaoxuan Wu and Zhongxiang Dai and Wenyang Hu and Yao Shu and See-Kiong Ng and Patrick Jaillet and Bryan Kian Hsiang Low},
  year = {2024},
  url = {https://openreview.net/forum?id=RLENZ8pNnn},
  researchr = {https://researchr.org/publication/LinWDHSNJL24},
  cites = {0},
  citedby = {0},
  booktitle = {Forty-first International Conference on Machine Learning, ICML 2024, Vienna, Austria, July 21-27, 2024},
  publisher = {OpenReview.net},
}