GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language Models

Archiki Prasad, Peter Hase, Xiang Zhou, Mohit Bansal. GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language Models. In Andreas Vlachos 0001, Isabelle Augenstein, editors, Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2023, Dubrovnik, Croatia, May 2-6, 2023. pages 3827-3846, Association for Computational Linguistics, 2023. [doi]

@inproceedings{PrasadHZB23,
  title = {GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language Models},
  author = {Archiki Prasad and Peter Hase and Xiang Zhou and Mohit Bansal},
  year = {2023},
  url = {https://aclanthology.org/2023.eacl-main.277},
  researchr = {https://researchr.org/publication/PrasadHZB23},
  cites = {0},
  citedby = {0},
  pages = {3827-3846},
  booktitle = {Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2023, Dubrovnik, Croatia, May 2-6, 2023},
  editor = {Andreas Vlachos 0001 and Isabelle Augenstein},
  publisher = {Association for Computational Linguistics},
  isbn = {978-1-959429-44-9},
}