Papers by Somayeh Moazeni
SOPL: A Sequential Optimal Learning Approach to Automated Prompt Engineering in Large Language Models (2025.findings-emnlp)
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| Challenge: | Using automated prompt engineering to identify effective features is essential for large language models. |
| Approach: | They propose an optimal learning framework for automated prompt engineering for black-box models . feature-based method is used to express prompt templates, which broadens the search space . |
| Outcome: | The proposed learning framework outperforms benchmark strategies on instruction induction tasks with limited budgets. |