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Author

Thamar Solorio

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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
Conference Open access 2026

Towards Fast and Accurate Modeling for Cross-Lingual Label Projection

This work proposes to synthesize alignment sequence pairs and fine-tune an encoder model with span alignment objective and introduces EXP - the first benchmark for explicit evaluation of label projection, thereby reducing confounders and non-determinism in method assessment.

Thang Le, Huy Huu Nguyen, A. Luu et al. · 0 citations

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