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Alternative Input Signals Ease Transfer in Multilingual Machine Translation
AbstractRecent work in multilingual machine translation (MMT) has focused on the potential of positive transfer between languages, particularly cases where higher-resourced languages can benefit lower-resourced ones. While training an MMT …...
Lifting the Curse of Multilinguality by Pre-training Modular Transformers
AbstractMultilingual pre-trained models are known to suffer from the curse of multilinguality, which causes per-language performance to drop as they cover more languages. We address this issue by introducing language-specific …...