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Cross-Lingual Transfer for Machine Translation in Turkic Languages

arXiv cs.CL ↗ · 2026-08-03 Cached

This paper studies cross-lingual transfer for machine translation among five Turkic languages using pairwise transfer matrices with mT5, finding that transfer is strongest between closely related pairs and that Latinization helps in script-mismatched settings.

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Neural Machine Translation for Low-Resource Tangkhul--English

arXiv cs.CL ↗ · 2026-06-25 Cached

Presents a neural machine translation system for the severely under-resourced Tangkhul–English language pair, achieving strong BLEU, chrF++, BERTScore, and COMET scores using fine-tuned ByT5-large and mT5-small models.

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