PCS: Perceived Confidence Scoring of Black Box LLMs with Metamorphic Relations

Sina Salimian, Gias Uddin, Shaina Raza +1

Zero-shot LLMs are now also used for textual classification tasks, e.g., sentiment and bias detection in a sentence or article. However, their performance can be suboptimal in such…