method ID: mrasp2

Related Papers

Contrastive Learning for Many-to-many Multilingual Neural Machine Translation

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractExisting multilingual machine translation approaches mainly focus on English-centric directions, while the non-English directions still lag behind. In this work, we aim to build a many-to-many translation system with an …...

8857

Exploring Enhanced Code-Switched Noising for Pretraining in Neural Machine Translation

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractMultilingual pretraining approaches in Neural Machine Translation (NMT) have shown that training models to denoise synthetic code-switched data can yield impressive performance gains — owing to better multilingual semantic representations …...

33377