Researchers have developed a new approach called IRAP to address the challenge of quantifying vague software performance requirements documented in natural language. IRAP uses interactive retrieval-augmented preference elicitation to translate these requirements into mathematical functions. Experiments show IRAP significantly outperforms existing methods, achieving up to 40x improvement with minimal stakeholder interaction. AI
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IMPACT Introduces a novel method for precise software requirement quantification, potentially improving development efficiency and reducing ambiguity.
RANK_REASON This is a research paper published on arXiv detailing a new method for quantifying software performance requirements.
