Calibrate Before Use:
Improving Few-Shot Performance of Language Models
Tony Z. Zhao * 1 Eric Wallace * 1 Shi Feng 2 Dan Klein 1 Sameer Singh 3
Abstract Input: Subpar acting. Sentiment: Negative
Input: Beautiful film. Sentiment: Positive
GPT-3 can perform numerous tasks when pro- Input: Amazing. Sentiment:
vided a natural language prompt that contains a where the first two lines co ...


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