NumNet: Machine Reading Comprehension with Numerical Reasoning. - Qiu Ran; Yankai Lin; Peng Li 030; Jie Zhou 016; Zhiyuan Liu 001 (EMNLP/IJCNLP (1), 2019)

Option Comparison Network for Multiple-choice Reading Comprehension. - Qiu Ran; Peng Li 030; Weiwei Hu; Jie Zhou 016 (CoRR, 2019)

Learning to Recover from Multi-Modality Errors for Non-Autoregressive Neural Machine Translation. - Qiu Ran; Yankai Lin; Peng Li 030; Jie Zhou 016 (ACL, 2020)

Guiding Non-Autoregressive Neural Machine Translation Decoding with Reordering Information. - Qiu Ran; Yankai Lin; Peng Li 030; Jie Zhou 016 (AAAI, 2021)

WeChat Neural Machine Translation Systems for WMT21. - Xianfeng Zeng; Yijin Liu; Ernan Li; Qiu Ran; Fandong Meng; Peng Li 030; Jinan Xu; Jie Zhou 016 (WMT@EMNLP, 2021)