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        <title>Tencent Neural Machine Translation Systems for WMT18</title>
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        <namePart type="given">Mingxuan</namePart>
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    <name type="personal">
        <namePart type="given">Wenhuan</namePart>
        <namePart type="family">Zhu</namePart>
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    <name type="personal">
        <namePart type="given">Jun</namePart>
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    <name type="personal">
        <namePart type="given">Chao</namePart>
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        <dateIssued>2018-10</dateIssued>
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    <abstract>We participated in the WMT 2018 shared news translation task on English↔Chinese language pair. Our systems are based on attentional sequence-to-sequence models with some form of recursion and self-attention. Some data augmentation methods are also introduced to improve the translation performance. The best translation result is obtained with ensemble and reranking techniques. Our Chinese→English system achieved the highest cased BLEU score among all 16 submitted systems, and our English→Chinese system ranked the third out of 18 submitted systems.</abstract>
    <identifier type="citekey">wang-etal-2018-tencent</identifier>
    <identifier type="doi">10.18653/v1/W18-6429</identifier>
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%0 Conference Proceedings
%T Tencent Neural Machine Translation Systems for WMT18
%A Wang, Mingxuan
%A Gong, Li
%A Zhu, Wenhuan
%A Xie, Jun
%A Bian, Chao
%S Proceedings of the Third Conference on Machine Translation: Shared Task Papers
%D 2018
%8 October
%I Association for Computational Linguistics
%C Belgium, Brussels
%F wang-etal-2018-tencent
%X We participated in the WMT 2018 shared news translation task on English↔Chinese language pair. Our systems are based on attentional sequence-to-sequence models with some form of recursion and self-attention. Some data augmentation methods are also introduced to improve the translation performance. The best translation result is obtained with ensemble and reranking techniques. Our Chinese→English system achieved the highest cased BLEU score among all 16 submitted systems, and our English→Chinese system ranked the third out of 18 submitted systems.
%R 10.18653/v1/W18-6429
%U https://aclanthology.org/W18-6429
%U https://doi.org/10.18653/v1/W18-6429
%P 522-527

Markdown (Informal)

[Tencent Neural Machine Translation Systems for WMT18](https://aclanthology.org/W18-6429) (Wang et al., WMT 2018)

• Tencent Neural Machine Translation Systems for WMT18 (Wang et al., WMT 2018)

ACL

• Mingxuan Wang, Li Gong, Wenhuan Zhu, Jun Xie, and Chao Bian. 2018. Tencent Neural Machine Translation Systems for WMT18. In Proceedings of the Third Conference on Machine Translation: Shared Task Papers, pages 522–527, Belgium, Brussels. Association for Computational Linguistics.