Credal Large Language Models for Semantic Commitment under Uncertainty.

arXiv:2608.23244v2 Announce Type: replace-cross Abstract: Large language models (LLMs) often produce fluent but incorrect answers with unwarranted confidence. A central limitation is that standard LLMs represent uncertainty through a single predictive distribu