Learning from Contrastive Prompts: An Automated Prompt Optimization Framework

Mingqi Li, Karan Aggarwal, Yong Xie 0002, Aitzaz Ahmad, Stephen Lau. Learning from Contrastive Prompts: An Automated Prompt Optimization Framework. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Findings of the Association for Computational Linguistics, ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 163-188, Association for Computational Linguistics, 2026. [doi]

@inproceedings{LiAXAL26,
  title = {Learning from Contrastive Prompts: An Automated Prompt Optimization Framework},
  author = {Mingqi Li and Karan Aggarwal and Yong Xie 0002 and Aitzaz Ahmad and Stephen Lau},
  year = {2026},
  url = {https://aclanthology.org/2026.findings-acl.9/},
  researchr = {https://researchr.org/publication/LiAXAL26},
  cites = {0},
  citedby = {0},
  pages = {163-188},
  booktitle = {Findings of the Association for Computational Linguistics, ACL 2026, San Diego, California, United States, July 2-7, 2026},
  editor = {Maria Liakata and Viviane P. Moreira and Jiajun Zhang 0001 and David Jurgens},
  publisher = {Association for Computational Linguistics},
  isbn = {979-8-89176-395-1},
}