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Mona T. Diab

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Preprint Aug 2026

Figurative and Cultural Knowledge in LLMs: Investigating Cross-Domain Transfer through Fine-Tuning

The findings suggest that the relationship between culture and figurative language, though conceptually natural, is not straightforwardly captured through fine-tuning alone, and that fine-tuning reinforces experiential cultural knowledge while destabilizing historically grounded factual knowledge.

Mena Attia, Mona T. Diab, Thamar Solorio · 0 citations

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