COPU: Conformal Prediction for Uncertainty Quantification in Natural Language Generation

Sean Wang, Yicheng Jiang, Yuxin Tang +2

Uncertainty Quantification (UQ) for Natural Language Generation (NLG) is crucial for assessing the performance of Large Language Models (LLMs), as it reveals confidence in predicti…