论文标题

WMT20的Volctrans机器翻译系统

The Volctrans Machine Translation System for WMT20

论文作者

Wu, Liwei, Pan, Xiao, Lin, Zehui, Zhu, Yaoming, Wang, Mingxuan, Li, Lei

论文摘要

本文介绍了我们在WMT20共享新闻翻译任务上的Volctrans系统。我们参与了8个翻译方向。我们的基本系统基于变压器,具有多种变体(更宽或更深的变压器,动态卷积)。最终系统包括文本预处理,数据选择,合成数据生成,高级模型集合和多语言预培训。

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.

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