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News/One Form to Transfer Them All: Pretraining Multilingual Language Models Beyond Native Orthography
arxiv
PublishedAugust 31, 2026 at 4:00 AM
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One Form to Transfer Them All: Pretraining Multilingual Language Models Beyond Native Orthography

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arXiv:2608.25904v2 Announce Type: replace Abstract: Multilingual language models transfer knowledge across languages through shared subword vocabulary, a mechanism that breaks down when related languages use different writing systems. Prior work addresses this via script equalization (romanization o

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