Can Large Language Models Explain Themselves? A Study of LLM-Generated Self-Explanations

no code implementations • 17 Oct 2023 • Shiyuan Huang, Siddarth Mamidanna, Shreedhar Jangam, Yilun Zhou, Leilani H. Gilpin

Through an extensive set of experiments, we find that ChatGPT's self-explanations perform on par with traditional ones, but are quite different from them according to various agreement metrics, meanwhile being much cheaper to produce (as they are generated along with the prediction).

Mathematical Reasoning Sentiment Analysis