Preprint
Jul 2026
Biomedical Machine Translation for Low-Resource Arabic-Script Languages via Cross-Lingual Transfer and LoRA Adapter Merging
A systematic study of healthcare-domain cross-lingual transfer to address the scarcity of biomedical NMT resources for Arabic-script languages, finding LoRA adapter merging works surprisingly well for closely related languages, even without target-language biomedical data.
Abdullah Alabdullah, A. Eslamighayour, Sarp Harbalioglu et al.
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