PROPEL: Prompt Optimization with Expert Priors for Small and Medium-sized LLMs

Kawin Mayilvaghanan, Varun Nathan, Ayush Kumar


Anthology ID:
2025.knowledgenlp-1.25
Volume:
Proceedings of the 4th International Workshop on Knowledge-Augmented Methods for Natural Language Processing
Month:
May
Year:
2025
Address:
Albuquerque, New Mexico, USA
Editors:
Weijia Shi, Wenhao Yu, Akari Asai, Meng Jiang, Greg Durrett, Hannaneh Hajishirzi, Luke Zettlemoyer
Venues:
KnowledgeNLP | WS
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
272–302
Language:
URL:
https://preview.aclanthology.org/fix-sig-urls/2025.knowledgenlp-1.25/
DOI:
Bibkey:
Cite (ACL):
Kawin Mayilvaghanan, Varun Nathan, and Ayush Kumar. 2025. PROPEL: Prompt Optimization with Expert Priors for Small and Medium-sized LLMs. In Proceedings of the 4th International Workshop on Knowledge-Augmented Methods for Natural Language Processing, pages 272–302, Albuquerque, New Mexico, USA. Association for Computational Linguistics.
Cite (Informal):
PROPEL: Prompt Optimization with Expert Priors for Small and Medium-sized LLMs (Mayilvaghanan et al., KnowledgeNLP 2025)
Copy Citation:
PDF:
https://preview.aclanthology.org/fix-sig-urls/2025.knowledgenlp-1.25.pdf