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cs.CL2022
Fast Vocabulary Projection Method via Clustering for Multilingual Machine Translation on GPU
Hossam Amer, Young Jin Kim, Mohamed Afify +2
Multilingual Neural Machine Translation has been showing great success using transformer models. Deploying these models is challenging because they usually require large vocabulary…
cs.CL2022
Building Multilingual Machine Translation Systems That Serve Arbitrary X-Y Translations
Akiko Eriguchi, Shufang Xie, Tao Qin +1
Multilingual Neural Machine Translation (MNMT) enables one system to translate sentences from multiple source languages to multiple target languages, greatly reducing deployment co…