Evaluating AI Techniques for Automated Requirements Classification: A Comparative Study of SVM, LSTM, and ChatGPT

The study evaluates the performance of SVM, LSTM, and two ChatGPT models (gpt-3.5-turbo and gpt-4) in classifying software requirements into functional and non-functional categories, finding that the optimal technique depends on the specific requirements class.