Cross Lingual Knowledge Transfer

via “cross-lingual transfer learning with shared vocabulary”

translation model by undefined. 7,17,998 downloads.

Unique: Shared 32K SentencePiece vocabulary across 101 languages enables cross-lingual attention patterns to transfer knowledge from high-resource to low-resource pairs; unlike language-pair-specific models, single encoder learns unified multilingual representation space through C4 pretraining

vs others: Broader language coverage than mBART (50 languages) with unified vocabulary; enables zero-shot translation between unseen language pairs unlike separate bilingual models