Preprint
Aug 2026
Universal or Language-Family-Specific Script Unification for Cross-Lingual Transfer? A Case Study on Turkic Languages
Overall, the effectiveness of script unification depends on the language, the induced subword overlap, and the available supervision, while within-language coverage becomes more important when target-language supervision is available.
Zijie Zhang
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