3 papers
cs.CL2026
Biomedical Machine Translation for Low-Resource Arabic-Script Languages via Cross-Lingual Transfer and LoRA Adapter Merging
Abdullah Alabdullah, Arash Eslamighayour, Sarp Harbalioglu +1
We present a systematic study of healthcare-domain cross-lingual transfer to address the scarcity of biomedical NMT resources for Arabic-script languages. We use Arabic and Persian…
cs.CL2026
Ara-HOPE: Human-Centric Post-Editing Evaluation for Dialectal Arabic to Modern Standard Arabic Translation
Abdullah Alabdullah, Lifeng Han, Chenghua Lin
Dialectal Arabic to Modern Standard Arabic (DA-MSA) translation is a challenging task in Machine Translation (MT) due to significant lexical, syntactic, and semantic divergences be…
cs.CL2025
Advancing Dialectal Arabic to Modern Standard Arabic Machine Translation
Abdullah Alabdullah, Lifeng Han, Chenghua Lin
Dialectal Arabic (DA) poses a persistent challenge for natural language processing (NLP), as most everyday communication in the Arab world occurs in dialects that diverge significa…