Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs

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Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1Hallucination Detection on a Budget: Efficient Bayesian Estimation of Semantic Entropy2025
2. 2Detecting hallucinations in large language models using semantic entropy2024 · 819 citations
3. 3Beyond Semantic Entropy: Boosting LLM Uncertainty Quantification with Pairwise Semantic Similarity2025
4. 4Semantic Volume: Quantifying and Detecting both External and Internal Uncertainty in LLMs2025
5. 5Uncertainty Quantification for Hallucination Detection in Large Language Models: Foundations, Methodology, and Future Directions2025