Embedding semantic entropy: NLI-free semantic uncertainty estimation with geometry-aware clustering
Read the original at arxiv.org→arXiv:2611.03876v1 Announce Type: new Abstract: Large Language Models (LLMs) often generate fluent yet incorrect responses, making un- certainty estimation important for reliable deployment. Semantic Entropy (SE)...
Original headline: "Embedding Semantic Entropy: NLI-Free Semantic Uncertainty Estimation with Geometry-Aware Clustering"
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- Nov 4, 05:00 UTC arXiv cs.LG lead source Embedding Semantic Entropy: NLI-Free Semantic Uncertainty Estimation with Geometry-Aware Clustering