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The GAuGE (Genetic Approach using Grounded Evolution) framework models the generative information retrieval process as a genetic algorithm to reduce hallucinations in answers, utilizing factuality verification accuracy (FEVER-style support/refute classification) and answer relevance metrics like n-gram overlap, ROUGE, and NDCG.

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