Semantic Uncertainty Quantification of Hallucinations in LLMs: A Quantum Tensor Network Based Method

Pragatheeswaran Vipulanandan, Kamal Premaratne, Dilip Sarkar

Large language models (LLMs) exhibit strong generative capabilities but remain vulnerable to confabulations, fluent yet unreliable outputs that vary arbitrarily even under identica…