Large Language Models are Zero-Shot Reasoners
Pretrained large language models (LLMs) can become decent zero-shot reasoners.
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A paper came out recently that I felt was maybe a big deal. Let me know what you think in a comment below.
Simply adding “Let’s think step by step” before each answer increases the accuracy on MultiArith from 17.7% to 78.7% and GSM8K from 10.4% to 40.7% with GPT-3.
That is, a recent discovery of large language model…
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