LLMs Should Express Uncertainty Explicitly
arXiv:2604.05306v1 Announce Type: cross
Abstract: Large language models are increasingly used in settings where uncertainty must drive decisions such as abstention, retrieval, and verification. Most existing methods treat uncertainty as a latent quant…