How Reliable Are GPT-4o and LLAMA3.3-70B in Classifying Natural Language Requirements?: The Impact of the Temperature Setting

In this article, we share experiences from experimenting with how well GPT-4o and LLAMA3.3-70B classify natural language requirements using a zero-shot learning approach and explore how the temperature parameter influences classification performance and consistency for these models.