
An effective approach to automatically select the optimal prompt for a given input from a finite set of synthetic candidate prompts, balancing prompt generality-specificity and eliminating the need for resource-intensive training and inference.


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automatic-prompt-selection-optimizing-prompts-for-large-language-models-to-enhance-zero-shot-question-answering-performance


Automatic Prompt Selection: Optimizing Prompts for Large Language Models to Enhance Zero-Shot Question Answering Performance


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Prompt Space provides a robust mathematical framework for selecting simple and effective prompts to significantly improve the reasoning abilities of large language models across various tasks.


prompt-space-a-mathematical-framework-for-optimizing-few-shot-reasoning-success-with-large-language-models


Prompt Space: A Mathematical Framework for Optimizing Few-shot Reasoning Success with Large Language Models
