Publications

2017
  • Jiatao Gu, Graham Neubig, Kyunghyun Cho, Victor O.K. Li, 
    "Learning to Translate in Real-time with Neural Machine Translation",  
    EACL 2017 (Long, Oral)
  • Jiatao Gu, Kyunghyun Cho, Victor O.K. Li,
    "Trainable Greedy Decoding for Neural Machine Translation",  
    EMNLP 2017 (Long, Oral)
  • Jiatao Gu, Daniel Jiwoong Im, Victor O.K.Li, 
    "Neural Machine Translation with Gumbel-Greedy Decoding",  
    AAAI 2018.
  • Jiatao Gu, Yong Wang, Kyunghyun Cho, Victor O.K. Li,
    "Search Engine Guided Non-Parametric Neural Machine Translation",  
    AAAI 2018
  • Jiatao Gu, Hany Hassan, Jacob Devlin, Victor O.K. Li,
    "
    Towards Zero-Resource Translation via Multilingual Neural Machine Translation using Universal Tokens and Mixture of Experts"
    (to appear soon)
  • Jiatao Gu, James Bradbury, Caiming Xiong, Victor O.K. Li and Richard Socher,
    "Non-Autoregressive Neural Machine Translation",
    arXiv preprint arXiv:1711.02281


2016
  • Jiatao Gu, Zhengdong Lu, Hang Li, Victor O.K. Li.
    "Incorporating Copying Mechanism in Sequence-to-Sequence Learning",
    ACL 2016 (Long, Oral)
  • Jiatao Gu, Baotian Hu, Zhengdong Lu, Hang Li and Victor O.K. Li.
    "Guided Sequence-to-SequenceLearning with External Rule Memory",
    ICLR 2016 workshop

2015
  • Jiatao Gu and Victor O.K. Li, “Efficient learning for undirected topic models,”  
    ACL 2015 (Short, Oral)  [bib] [paper] [slides]