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Aaron Jencks

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#natural language process... Preprint Aug 2026

One Form to Transfer Them All: Pretraining Multilingual Language Models Beyond Native Orthography

These results indicate that for multilingual models spanning typologically diverse scripts, to obtain maximum benefits, romanization should be treated as a core design choice applied at pretraining rather than a post hoc fix.

Mu-Ge Zhang, Aaron Jencks, Krishna Badikela et al. · 0 citations