GPT-4 labels software requirements with substantial agreement to human analysts (Cohen's Kappa up to 0.738) when given detailed few-shot prompts, while zero-shot performance is only moderate.
Saldaña, The coding manual for qualitative researchers (2021)
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From Inductive to Deductive: LLMs-Based Qualitative Data Analysis in Requirements Engineering
GPT-4 labels software requirements with substantial agreement to human analysts (Cohen's Kappa up to 0.738) when given detailed few-shot prompts, while zero-shot performance is only moderate.