An Information-theoretic Approach to Prompt Engineering Without Ground Truth Labels

Taylor Sorensen, Joshua Robinson, Christopher Michael Rytting, Alexander Glenn Shaw, Kyle Jeffrey Rogers, Alexia Pauline Delorey, Mahmoud Khalil, Nancy Fulda, David Wingate. An Information-theoretic Approach to Prompt Engineering Without Ground Truth Labels. In Smaranda Muresan, Preslav Nakov, Aline Villavicencio, editors, Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022. pages 819-862, Association for Computational Linguistics, 2022. [doi]

Abstract

Abstract is missing.