Gradients with Respect to Semantics Preserving Embeddings Tell the Uncertainty of Large Language Models
arXiv:2605.04638v1 Announce Type: new
Abstract: Uncertainty quantification (UQ) is an important technique for ensuring the trustworthiness of LLMs, given their tendency to hallucinate. Existing state-of-the-art UQ approaches for free-form generation r…