Step-Back Prompting is a technique that improves the performance of language models by enabling them to derive high-level concepts and principles from specific details, leading to better reasoning abilities. Experimental results show substantial performance gains on various reasoning-intensive tasks.

https://arxiv.org/abs//2310.06117

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