Author

Yan-Ni Dong

h-index 2 View on Semantic Scholar

We have 1 of 12 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Jul 2026

Beyond Semantic Equivalence: Logical Graphs for LLM Uncertainty Quantification

This work proposes Logical Graph Uncertainty (LGU), a framework that explicitly models implication and incompatibility among answers, and ranks first on average among existing uncertainty measures.

Yanni Dong, Minghua Liu, Meilin Zhu et al. · arXiv.org · 0 citations