{"type": "article", "title": "From Answers to Interpretations: Rethinking Ambiguity-Induced Aleatoric Uncertainty Estimation in LLMs", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/from-answers-to-interpretations-rethinking-ambiguity-induced-aleatoric-in-llms", "original_source": "https://arxiv.org/abs/2609.04543", "published": "2026-09-07T04:00:00+00:00", "accessed": "2026-09-07", "id": "from-answers-to-interpretations-rethinking-ambiguity-induced-aleatoric-in-llms"}