谭知行

助理研究员
清华大学计算机科学与技术系

个人简介

2018年毕业于厦门大学，获工学博士学位。现为清华大学计算机系博士后。研究方向是自然语言处理。在自然语言处理和人工智能领域重要国际期刊和国际会议上发表多篇论文。获得钱伟长中文信息处理科学技术奖一等奖。

Zhixing Tan, Zeyuan Yang, Meng Zhang, Qun Liu, Maosong Sun, Yang Liu. Dynamic Multi-Branch Layers for On-Device Neural Machine Translation. IEEE TASLP.
Zhixing Tan, Xiangwen Zhang, Shuo Wang, Yang Liu. MSP: Multi-Stage Prompting for Making Pre-Trained Language Models Better Translators. In Proc. of ACL 2022.
Shuo Wang, Zhixing Tan, Yang Liu. Integrating Vectorized Lexical Constraints for Neural Machine Translation. In Proc. of ACL 2022.
Xiangzhe Kong, Wenbing Huang, Zhixing Tan, Yang Liu. Molecule Generation by Principal Subgraph Mining and Assembling. In NeurIPS 2022.
Shuo Wang, Peng Li, Zhixing Tan, Zhaopeng Tu, Maosong Sun, Yang Liu. A Template-based Method for Constrained Neural Machine Translation. In Proc. of EMNLP 2022.
Zhengyan Zhang, Yuxian Gu, Xu Han, Shengqi Chen, Chaojun Xiao, Zhenbo Sun, Yuan Yao, Fanchao Qi, Jian Guan, Pei Ke, Yanzheng Cai, Guoyang Zeng, Zhixing Tan, Zhiyuan Liu, Minlie Huang, Wentao Han, Yang Liu, Xiaoyan Zhu, Maosong Sun. CPM-2: Large-scale Cost-effective Pre-trained Language Models. AIOpen.

Zhixing Tan, Shuo Wang, Zonghan Yang, Gang Chen, Xuancheng Huang, Maosong Sun, Yang Liu. Neural machine translation: A review of methods, resources, and tools. AIOpen.
Yuanhang Zheng, Zhixing Tan, Meng Zhang, Mieradilijiang Maimaiti, Huanbo Luan, Maosong Sun, Qun Liu and Yang Liu. Self-Supervised Quality Estimation for Machine Translation. In Proc. of EMNLP 2021.
Bo Ouyang, Wenbing Huang, Runfa Chen, Zhixing Tan, Yang Liu, Maosong Sun and Jihong Zhu. Knowledge Representation Learning with Contrastive Completion Coding. Findings of EMNLP 2021.
Shuo Wang, Zhaopeng Tu, Zhixing Tan, Shuming Shi, Maosong Sun, Yang Liu. On the Language Coverage Bias for Neural Machine Translation. Findings of ACL 2021.

Zhixing Tan, Jiacheng Zhang, Xuancheng Huang, Gang Chen, Shuo Wang, Maosong Sun, Huanbo Luan, Yang Liu. THUMT: An Open-Source Toolkit for Neural Machine Translation. In Proc. of AMTA 2020.
Xuancheng Huang, Jiacheng Zhang, Zhixing Tan, Derek F Wong, Huanbo Luan, Jingfang Xu, Maosong Sun, Yang Liu. Modeling voting for system combination in machine translation. In Proc. of IJCAI 2020.
Gang Chen, Shuo Wang, Xuancheng Huang, Zhixing Tan, Maosong Sun, Yang Liu. Tsinghua University Neural Machine Translation Systems for CCMT 2020. In Proc. of CCMT 2020.

Mingxuan Wang, Jun Xie, Zhixing Tan, Jinsong Su, Deyi Xiong, Lei Li. Towards linear time neural machine translation with capsule networks. In Proc of EMNLP 2019.

Zhixing Tan, Jinsong Su, Boli Wang, Yidong Chen, and Xiaodong Shi. Deep Semantic Role Labeling with Self-attention. In In Proc of AAAI 2018.
Zhixing Tan, Jinsong Su, Boli Wang, Yidong Chen, and Xiaodong Shi. Lattice to Sequence Attentional Neural Machine Translation Models. Neurocomputing.
Mingxuan Wang, Jun Xie, Zhixing Tan, Deyi Xiong, Jinsong Su, Chao Bian. Neural Machine Translation with Decoding History Enhanced Attention. In Proc of COLING 2018.

Zhixing Tan, Boli Wang, Jinming Hu, Yidong Chen and Xiaodong Shi. XMU Neural Machine Translation Systems for WMT17. In Proc of COLING 2018.
Boli Wang, Zhixing Tan, Jinming Hu, Yidong Chen and Xiaodong Shi. XMU Neural Machine Translation Online Service. In Proc of IJCNLP 2017.
Boli Wang, Zhixing Tan, Jinming Hu, Yidong Chen, Xiaodong Shi. XMU Neural Machine Translation Systems for WAT 2017. In Proc. of WAT 2017.
Jinsong Su, Zhixing Tan, Deyi Xiong, Rongrong Ji, Xiaodong Shi, and Yang Liu. Lattice-based Recurrent Neural Network Encoders for Neural Machine Translation. In Proc of AAAI 2017.

Boli Wang, Xiaodong Shi, Zhixing Tan, Yidong Chen, Weili Wang. A Sentence Segmentation Method for Ancient Chinese Texts Based on NNLM. In Proc of CLSW 2016.