A lightweight comparative analysis of 3 modern Black-Box Hallucination Detection methods for language models, including SAC3, SelfCheckGPT, and Semantic Entropy.
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Updated
Aug 9, 2025 - Python
A lightweight comparative analysis of 3 modern Black-Box Hallucination Detection methods for language models, including SAC3, SelfCheckGPT, and Semantic Entropy.
Detecting hallucinations in LLM-generated answers using cross-checking consistency across models. Implements and extends the SAC3 method to smaller open-source models.
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