Renjie Zheng

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Biography

I am a Research Scientist at Baidu Research, USA.

I received my Ph.D. in the Electrical Engineering & Computer Science Department at Oregon State University working with Professor Liang Huang in ACL Group.

I received my Bachelor and Master degree from Tongji University, Shanghai.

I have worked with Professor Rao and Professor Liu during my master degree.

I have also worked with Professor Qiu in Fudan NLP Group as a visiting student.

Publications

Renjie Zheng*, Mingbo Ma*, Baigong Zheng, Kaibo Liu, Liang Huang. Opportunistic Decoding with Timely Correction for Simultaneous Translation. ACL, 2020. (* equal contribution) arXiv

Baigong Zheng, Kaibo Liu, Renjie Zheng, Mingbo Ma, Hairong Liu, Liang Huang. Simultaneous translation policies: from fixed to adaptive. ACL, 2020, arXiv

Mingbo Ma*, Baigong Zheng*, Kaibo Liu, Renjie Zheng, Hairong Liu, Kainan Peng, Kenneth Church, Liang Huang. Incremental text-to-speech synthesis with prefix-to-prefix framework. 2019, arXiv

Renjie Zheng*, Mingbo Ma*, Baigong Zheng, Liang Huang. Speculative Beam Search for Simultaneous Translation. EMNLP, November 2019. arXiv (* equal contribution)

Baigong Zheng*, Renjie Zheng*, Mingbo Ma, Liang Huang. Simpler and Faster Learning of Adaptive Policies for Simultaneous Translation. EMNLP, November 2019. arXiv (* equal contribution)

Renjie Zheng*, Hairong Liu*, Mingbo Ma, Baigong Zheng, Liang Huang. Robust Machine Translation with Domain Sensitive Pseudo-Sources: Baidu-OSU WMT19 MT Robustness Shared Task System Report. WMT, August 2019. arXiv (* equal contribution)

Baigong Zheng*, Renjie Zheng*, Mingbo Ma, Liang Huang. Simultaneous Translation with Flexible Policy via Restricted Imitation Learning. ACL, July 2019. arXiv (* equal contribution)

Mingbo Ma*, Liang Huang*, Hao Xiong, Renjie Zheng, Kaibo Liu, Baigong Zheng, Chuanqiang Zhang, Zhongjun He, Hairong Liu, Xing Li, Hua Wu and Haifeng Wang. STACL: Simultaneous Translation with Implicit Anticipation and Controllable Latency. ACL, July 2019. arXiv (* equal contribution)

Mingbo Ma*, Renjie Zheng*, Liang Huang. Learning to Stop in Structured Prediction for Neural Machine Translation. NAACL, June 2019. arXiv (* equal contribution)

Renjie Zheng, Mingbo Ma, Liang Huang. Multi-Reference Training with Pseudo-References for Neural Translation and Text Generation. EMNLP, October 2018. arXiv code slides

Renjie Zheng*, Yilin Yang*, Mingbo Ma, Liang Huang. Ensemble Sequence Level Training for Multimodal MT: OSU-Baidu WMT18 Multimodal Machine Translation System Report. WMT, October 2018. arXiv (* equal contribution)

Renjie Zheng, Junkun Chen, Xipeng Qiu. Same Representation, Different Attentions: Shareable Sentence Representation Learning from Multiple Tasks. IJCAI, July 2018. arXiv

Renjie Zheng, Qin Liu, Mingxuan Yuan, Jia Zeng, Weixiong Rao. Topic Model-Based Road Network Inference from Massive Trajectories. 18th IEEE International Conference on Mobile Data Management (MDM), May 2017, Best Paper Award. PDF

Renjie Zheng, Qin Liu, Hanjun Mao, Hongming Zhu, Weixiong Rao. Trajbase: Searching Trajectories in Multi-region. ACM SIGSPATIAL International Workshop on Smart Cities and Urban Analytics (UrbanGIS) October 2016. PDF