Language Models are Few-Shot Learners
Paper
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2005.14165
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Published
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17
Note The paper itself does not give a one-size-fits-all answer. However, subsequent research and practical guides in the field of prompt engineering can offer some guidance: - Start Small and Test: It is common to start with a small number of examples, typically between 2 to 5 shots . The first example often provides the most significant performance boost . - Diminishing Returns: Performance typically improves up to a certain point and then plateaus - deepseek:0c716819-dc61-4086-bf9c-497bc92c37fb