Zhenqiao Song (宋珍巧)

I am a researcher at ByteDance AI-Lab MLNLC group, adivsed by Dr. Hao Zhou and Dr. Lei Li. Before that, I received my master's degree from Fudan University (FDU). During this period, I worked as a student researcher advised by Prof. Xiaoqing Zheng in Fudan University Natural Language Processing Group.

Email: zqsong108@gmail.com / songzhenqiao@bytedance.com

Github   /   Google Scholar   /   CV     

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Research Topics

My research interests lie in the general area of natural language processing. I used to study applications on generative modeling and cross-lingual representation learning. Currently, I focus on efficient generative modeling, e.g., multilingual text generation and parallel multilingual translation.

Publication

Generating responses with a specific emotion in dialog
Zhenqiao Song,  Xiaoqing Zheng,  Lu Liu,  Mu Xu,  Xuanjing Huang 
Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL), 2019  

Triangular Bidword Generation for Sponsored Search Auction
Zhenqiao Song,  Jiaze Chen,  Hao Zhou,  Lei Li 
Proceedings of the 14th ACM International Conference on Web Search and Data Mining (WSDM), 2021  

Jointly Learning Bilingual Word Embeddings and Alignments
Zhenqiao Song,  Xiaoqing Zheng,  Xuanjing Huang 
Journal of Machine Translation, 2021  

MTG: A Benchmarking Suite for Multilingual Text Generation
Yiran Chen,  Zhenqiao Song,  Xuanze Wu,  Danqing Wang,  Jingjing Xu,  Jiaze Chen,  Hao Zhou,  Lei Li 
arXiv preprint arXiv:2108.07140, 2021  

Improving Coreference Resolution by Leveraging Entity-Centric Features with Graph Neural Networks and Second-order Inference
Lu Liu,  Zhenqiao Song,  Xiaoqing Zheng,  Xuanjing Huang 
arXiv preprint arXiv:2009.04639, 2020  

Exploring Implicit Semantic Constraints for Bilingual Word Embeddings
Jinsong Su,  Zhenqiao Song,  Yaojie Lu,  Mu Xu,  Changxing Wu,  Yidong Chen, 
Neural Processing Letters, 2018  

Education

  • Sep. 2017 - July 2020: Fudan University
    M.S. in Computer Science
    Advisors: Xiaoqing Zheng.
  • Sep. 2013 - July 2017: Xiamen University
    B.S. in Computer Science
    Advisor: Jinsong Su.


  • Updated at Oct. 2021
    Thanks Jon Barron for this amazing work