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.
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
Amazon, Alexa AI
Applied Scientist Intern, Jan. 2020 - July. 2020
Tencent AI Lab
Research Intern, May. 2018 - Sep. 2019
Overcoming Catastrophic Forgetting During Domain Adaptation of Seq2seq Language Generation. [paper]
Dingcheng Li, Zheng Chen, Eunah Cho, Jie Hao, Xiaohu Liu, Xing Fan, Chenlei Guo, Yang Liu.
In NAACL, 2022.
Contextual Rephrase Detection for Reducing Friction in Dialogue Systems. [paper]
Zhuoyi Wang*, Saurabh Gupta*, Jie Hao*, Xing Fan, Dingcheng Li, Alexander Hanbo Li, Chenlei Guo.
(* Equal contribution)
In EMNLP, 2021. (Oral)
Personalized Search-based Query Rewrite System for Conversational AI. [paper]
Eunah Cho, Ziyan Jiang, Jie Hao, Zheng Chen, Saurabh Gupta, Xing Fan, Chenlei Guo.
In EMNLP NLP4ConvAI, 2021. (Oral)
Triage of Documents containing protein interactions affected by mutations using a NLP based machine learning
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.
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.
Program Committee Member: EMNLP (2020-2021), AACL 2020, COLING (2020-2022), NLPCC 2020, CCL (2019-2020), EACL 2021, AAAI (2021-2022), NAACL 2021, ACL 2021, TASLP 2021, ACL Rolling Review (2021-), KDD 2022
Secondary Reviewer: EMNLP (2018-2019), AAAI (2019-2020), NAACL 2019, ACL (2019-2020), IJCAI 2019