Summer: WeChat Neural Machine Translation Systems for the WMT22 Biomedical Translation Task

November 28, 2022 ยท Declared Dead ยท ๐Ÿ› Conference on Machine Translation

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Authors Ernan Li, Fandong Meng, Jie Zhou arXiv ID 2211.15022 Category cs.CL: Computation & Language Citations 1 Venue Conference on Machine Translation Last Checked 4 months ago
Abstract
This paper introduces WeChat's participation in WMT 2022 shared biomedical translation task on Chinese to English. Our systems are based on the Transformer, and use several different Transformer structures to improve the quality of translation. In our experiments, we employ data filtering, data generation, several variants of Transformer, fine-tuning and model ensemble. Our Chinese$\to$English system, named Summer, achieves the highest BLEU score among all submissions.
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