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インサイト - Prompt engineering
Automatic Prompt Selection: Optimizing Prompts for Large Language Models to Enhance Zero-Shot Question Answering Performance
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.
Prompt Space: A Mathematical Framework for Optimizing Few-shot Reasoning Success with Large Language Models
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.