Email: haoj8711@gmail.com
Tel: 850-800-6566

About

I’m Jie Hao, I am currently working as an applied scientist at Amazon, Alexa AI. I obtained the Ph.D. degree in Statistics at Florida State University (FSU), advised by Prof. Jinfeng Zhang. My research broadly lies around Natural Language Processing and Statistical Machine Learning. My current research focuses on Dialogue System and Machine Translation.

Education

Florida State University, Tallahassee, FL, USA
Ph.D. in Statistics, Aug. 2016-Dec. 2020

Fudan University, Shanghai, China
B.S. in Mathematics, Sep. 2012-June. 2016

Experience

Amazon, Alexa AI
Applied Scientist Intern, Jan. 2020 - July. 2020

Tencent AI Lab
Research Intern, May. 2018 - Sep. 2019

Publications

Robust Dialogue Utterance Rewriting as Sequence Tagging. [paper]
Jie Hao, Linfeng Song, Liwei Wang, Kun Xu, Zhaopeng Tu, Dong Yu.
arXiv:2012.14535.

Triage of Documents containing protein interactions affected by mutations using a NLP based machine learning approach. [paper]
Albert Steppi, Jinchan Qu, Dongrui Zhong, Jie Hao, Jian Wang, Pei-Yau Lung, Tingting Zhao, Zhe He and Jinfeng Zhang.
BMC Genomics, 2020.

Multi-Granularity Self-Attention for Neural Machine Translation. [paper]
Jie Hao, Xing Wang, Shuming Shi, Jinfeng Zhang, and Zhaopeng Tu.
In EMNLP, 2019.

Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons. [paper]
Jie Hao, Xing Wang, Shuming Shi, Jinfeng Zhang, and Zhaopeng Tu.
In EMNLP, 2019.

Modeling Recurrence for Transformer. [paper]
Jie Hao, Xing Wang, Baosong Yang, Longyue Wang, Jinfeng Zhang, and Zhaopeng Tu.
In NAACL, 2019. (Oral)

Mining protein interactions affected by mutations using a NLP based machine learning approach. [paper]
Jinchan Qu, Albert Steppi, Jie Hao, Jian Wang, Pei-Yau Lung, Tingting Zhao, Zhe He and Jinfeng Zhang.
In Proceedings of BioCreative VI workshop, 2017.

Professional Service

Program Committee Member: EMNLP 2020, AACL 2020, COLING 2020, NLPCC 2020, CCL 2019&2020, EACL 2021, AAAI 2021, NAACL 2021, ACL 2021
Secondary Reviewer: EMNLP 2018&2019, AAAI 2019&2020, NAACL 2019, ACL 2019&2020, IJCAI 2019