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The Volctrans Machine Translation System for WMT20

Authors :
Wu, Liwei
Pan, Xiao
Lin, Zehui
Zhu, Yaoming
Wang, Mingxuan
Li, Lei
Publication Year :
2020

Abstract

This paper describes our VolcTrans system on WMT20 shared news translation task. We participated in 8 translation directions. Our basic systems are based on Transformer, with several variants (wider or deeper Transformers, dynamic convolutions). The final system includes text pre-process, data selection, synthetic data generation, advanced model ensemble, and multilingual pre-training.

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2010.14806
Document Type :
Working Paper