How Far Can 100 Samples Go? Unlocking Overall Zero-Shot Multilingual Translation via Tiny Multi-Parallel Data

Zero-shot translation aims to translate between language pairs not seen during training in Multilingual Machine Translation (MMT) and is largely considered an open problem. A common, albeit resource-consuming, solution is to add as many related translation directions as possible to the training corp...

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Veröffentlicht in:	arXiv.org 2024-02
Hauptverfasser:	Wu, Di, Tan, Shaomu, Meng, Yan, Stap, David, Monz, Christof
Format:	Artikel
Sprache:	eng
Schlagworte:	Empirical analysis English language Machine translation Multilingualism Size effects Translations Upper bounds
Online-Zugang:	Volltext
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