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The Hallucination Problem of Large Language Models

Mlearning.ai

Therefore, they introduce the factual-nucleus sampling algorithm that dynamically adapts the “nucleus” p along the generation of each sentence. However, as the generation proceeds, the premise becomes more determined, and fewer word choices can make the sentence factual.