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arXiv Preprint | 2022
Ask Me Anything: A simple strategy for prompting language models.
Abstract
This paper proposes “Ask Me Anything” (AMA), a prompting method that uses weak supervision to combine noisy predictions from multiple prompts generated from an LLM, resulting in an average 10.2% performance lift over the few-shot baseline across a variety of different open-source models.