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WeChat Neural Machine Translation Systems for WMT21


Aug 05, 2021
Xianfeng Zeng, Yijin Liu, Ernan Li, Qiu Ran, Fandong Meng, Peng Li, Jinan Xu, Jie Zhou

* Submitted to WMT 2021 as a system paper 

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Learning to Recover from Multi-Modality Errors for Non-Autoregressive Neural Machine Translation


Jun 09, 2020
Qiu Ran, Yankai Lin, Peng Li, Jie Zhou

* This work has been accepted for publication at ACL2020 

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Guiding Non-Autoregressive Neural Machine Translation Decoding with Reordering Information


Nov 06, 2019
Qiu Ran, Yankai Lin, Peng Li, Jie Zhou

* 12 pages, 5 figures 

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NumNet: Machine Reading Comprehension with Numerical Reasoning


Oct 15, 2019
Qiu Ran, Yankai Lin, Peng Li, Jie Zhou, Zhiyuan Liu

* Accepted to EMNLP2019; 11 pages, 2 figures, 6 tables 

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Option Comparison Network for Multiple-choice Reading Comprehension


Mar 07, 2019
Qiu Ran, Peng Li, Weiwei Hu, Jie Zhou

* 6 pages, 2 tables 

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