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University of Arizona
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Combining reasoning-guided and gradient-guided prompt optimization leads to significant performance improvements in few-shot relation extraction tasks.
LedgerAgent's structured state management reduces policy violations and enhances decision-making accuracy in customer-service agents, outperforming traditional prompt-based methods.
