2 papers
cs.CL2021
Efficient Inference for Multilingual Neural Machine Translation
Alexandre Berard, Dain Lee, Stéphane Clinchant +2
Multilingual NMT has become an attractive solution for MT deployment in production. But to match bilingual quality, it comes at the cost of larger and slower models. In this work,…
cs.CL2019
On the use of BERT for Neural Machine Translation
Stéphane Clinchant, Kweon Woo Jung, Vassilina Nikoulina
Exploiting large pretrained models for various NMT tasks have gained a lot of visibility recently. In this work we study how BERT pretrained models could be exploited for supervise…