Chain-of-thought prompting raised GPT-4's granular sentiment classification accuracy on 2,000 Amazon app reviews from 84% to 93%, though the paper's own numbers and example data are inconsistent.
Seeing stars: Exploiting class relationships for sentiment categorization with respect to rating scales,
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Enhancing Granular Sentiment Classification with Chain-of-Thought Prompting in Large Language Models
Chain-of-thought prompting raised GPT-4's granular sentiment classification accuracy on 2,000 Amazon app reviews from 84% to 93%, though the paper's own numbers and example data are inconsistent.