van der Schaar, Mihaela

Query-Dependent Prompt Evaluation and Optimization with Offline Inverse RL

2023 · arXiv (Cornell University)

In this study, we aim to enhance the arithmetic reasoning ability of Large Language Models (LLMs) through zero-shot prompt optimization. We identify a previously overlooked objective of query dependency in such optimization and elucidate two …