no code implementations • WMT (EMNLP) 2021 • Xianfeng Zeng, Yijin Liu, Ernan Li, Qiu Ran, Fandong Meng, Peng Li, Jinan Xu, Jie zhou
This paper introduces WeChat AI's participation in WMT 2021 shared news translation task on English->Chinese, English->Japanese, Japanese->English and English->German.
1 code implementation • ACL 2020 • Qiu Ran, Yankai Lin, Peng Li, Jie zhou
By dynamically determining segment length and deleting repetitive segments, RecoverSAT is capable of recovering from repetitive and missing token errors.
no code implementations • 6 Nov 2019 • Qiu Ran, Yankai Lin, Peng Li, Jie zhou
Non-autoregressive neural machine translation (NAT) generates each target word in parallel and has achieved promising inference acceleration.
2 code implementations • IJCNLP 2019 • Qiu Ran, Yankai Lin, Peng Li, Jie zhou, Zhiyuan Liu
Numerical reasoning, such as addition, subtraction, sorting and counting is a critical skill in human's reading comprehension, which has not been well considered in existing machine reading comprehension (MRC) systems.
Ranked #10 on Question Answering on DROP Test
no code implementations • 7 Mar 2019 • Qiu Ran, Peng Li, Weiwei Hu, Jie zhou
However, humans typically compare the options at multiple-granularity level before reading the article in detail to make reasoning more efficient.
Ranked #2 on Question Answering on RACE