Xing Wang (王 星)

Biography

• I am a senior researcher at Tencent AI Lab, Shenzhen, China. I received my Ph. D degree from Soochow University in 2018, supervised by Prof. Min Zhang and Prof. Deyi Xiong.

Publications

• Zi-Yi Dou*, Xing Wang*, Shuming Shi, and Zhaopeng Tu. Exploiting Deep Representations for Natural Language Processing. Neurocomputing, 2020. (* indicates equal contribution. html)

• Jian Li, Xing Wang, Baosong Yang, Shuming Shi, Michael R. Lyu, and Zhaopeng Tu. Neuron Interaction Based Representation Composition for Neural Machine Translation. AAAI 2020. (arxiv)

• Xing Wang, Zhaopeng Tu, Longyue Wang, Shuming Shi. Self-Attention with Structural Position Representations. EMNLP 2019. (pdf)

• Jie Hao, Xing Wang, Shuming Shi, Jinfeng Zhang, Zhaopeng Tu. Multi-Granularity Self-Attention for Neural Machine Translation. EMNLP 2019. (pdf)

• Jie Hao, Xing Wang, Shuming Shi, Jinfeng Zhang, Zhaopeng Tu. Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons. EMNLP 2019. (pdf)

• Shilin He, Zhaopeng Tu, Xing Wang, Longyue Wang, Michael Lyu, Shuming Shi. Towards Understanding Neural Machine Translation with Word Importance. EMNLP 2019. (pdf)

• Longyue Wang, Zhaopeng Tu, Xing Wang, Shuming Shi. One Model to Learn Both: Zero Pronoun Prediction and Translation. EMNLP 2019. (pdf)

• Xing Wang, Zhaopeng Tu, Longyue Wang, Shuming Shi. Exploiting Sentential Context for Neural Machine Translation. ACL 2019. (pdf)

• Jie Hao, Xing Wang, Baosong Yang, Longyue Wang, Jinfeng Zhang, and Zhaopeng Tu. Modeling Recurrence for Transformer. NAACL 2019. (pdf)

• Jian Li, Baosong Yang, Zi-Yi Dou, Xing Wang, Michael R. Lyu, and Zhaopeng Tu. Information Aggregation for Multi-Head Attention with Routing-by-Agreement. NAACL 2019. (pdf)

• Zi-Yi Dou, Zhaopeng Tu, Xing Wang, Longyue Wang, Shuming Shi, and Tong Zhang. Dynamic Layer Aggregation for Neural Machine Translation. AAAI 2019.(arxiv)

• Baosong Yang, Jian Li, Derek Wong, Lidia S. Chao, Xing Wang, and Zhaopeng Tu. Context-Aware Self-Attention Networks. AAAI 2019. (arxiv)

• Zi-Yi Dou, Zhaopeng Tu, Xing Wang, Shuming Shi, Tong Zhang. Exploiting Deep Representations for Neural Machine Translation. EMNLP 2018. (pdf)

• Xing Wang, Zhaopeng Tu, Min Zhang. Incorporating Statistical Machine Translation Word Knowledge into Neural Machine Translation. IEEE/ACM Transactions on Audio, Speech and Language Processing, 2018. (pdf)

• Xing Wang, Zhaopeng Tu, Deyi Xiong, Min Zhang. Translating Phrases in Neural Machine Translation. EMNLP 2017. (arxiv) (pdf)

• Xing Wang, Zhengdong Lu, Zhaopeng Tu, Hang Li, Deyi Xiong, Min Zhang. Neural Machine Translation Advised by Statistical Machine Translation. AAAI 2017. (arxiv) (pdf)

• Xing Wang, Deyi Xiong, Min Zhang. Neural Machine Translation. (in Chinese). (html)

• Xing Wang, Deyi Xiong, Min Zhang. Learning Semantic Representations for Nonterminals in Hierarchical Phrase-Based Translation. EMNLP 2015. (pdf) (video)

• Deyi Xiong, Min Zhang, Xing Wang. Topic-Based Coherence Modeling for Statistical Machine Translation. IEEE/ACM Transactions on Audio, Speech and Language Processing, 2015. (pdf)

• Le Liu, Yu Hong, Hao Liu, Xing Wang, Jianmin Yao. Effective Selection of Translation Model Training Data. ACL 2014. (pdf)

Experience

• 2019/09 - present.    Senior Researcher at Tencent AI Lab, Shenzhen.
• 2018/07 - 2019/09.    Researcher at Tencent AI Lab, Shenzhen.
• 2017/08 - 2018/02.    Research intern at Tencent AI Lab, Shenzhen.
• 2016/04 - 2016/10.    Research intern at Noahs Ark Lab, Huawei Technologies, Hong Kong.
• 2012/09 - 2013/09.    Visiting student at NLP Group, ICT, CAS, Beijing.

Research Intern (co-supervised)

• Jie Hao (PhD student from Florida State University, 2018/07 - 2019/05): NAACL2019, EMNLP2019
• Shilin He (PhD student from Chinese University of Hong Kong, 2019/04 - present): EMNLP2019
• Wenxiang Jiao (PhD student from Chinese University of Hong Kong, 2019/09 - present)
• Yongchang Hao (Undergraduate from Soochow University, 2020/02 - present)

Professional Service

• 2020: PC Member or Reviewer of AAAI, IJCAI, ACL, COLING, CCL.
• 2019: PC Member or Reviewer of AAAI, IJCAI, EMNLP, NAACL, CCL, Journal of Computer Science and Technology.
• 2018: PC Member or Reviewer of EMNLP, COLING, NLPCC.