Rethinking Uncertainty Estimation in LLMs: A Principled Single-Sequence Measure
arXiv:2412.15176v3 Announce Type: replace
Abstract: Large Language Models (LLMs) are increasingly employed in real-world applications, driving the need to evaluate the trustworthiness of their generated text. To this end, reliable uncertainty estimati…