Email: jieyuz [at] umd [dot] edu
Office: Iribe Center #4226, UMD
Jieyu is a postdoctoral researcher at University of Maryland, College Park, advised by Prof. Hal Daumé III. Starting from August 2023, she will become an assistant professor in the Computer Science Department at USC. Jieyu received her Ph.D. from Computer Science Department, UCLA where she was advised by Prof. Kai-Wei Chang. Her CV is available here.
📬 I'm actively looking for strong and motivated students. We welcome applicants from diverse backgrounds. If you are interested in my research, please read 📍this first.
I am broadly interested in research about how to get machines to understand and respond to human languages (natural language processing & machine learning). A few questions that drive my recent research are:
Investigating Ensemble Methods for Model Robustness Improvement of Text Classifiers
Jieyu Zhao, Xuezhi Wang, Yao Qin, Jilin Chen, Kai-Wei Chang. EMNLP Findings, 2022.
On Measures of Biases and Harms in NLP
Sunipa Dev, Emily Sheng, Jieyu Zhao, Aubrie Amstutz, Jiao Sun, Yu Hou, Mattie Sanseverino, Jiin Kim, Akihiro Nishi, Nanyun Peng, and Kai-Wei Chang. AACL, 2022.
Jieyu Zhao, Daniel Khashabi, Tushar Khot, Ashish Sabharwal, and Kai-Wei Chang. ACL Findings, 2021.
Chong Zhang, Jieyu Zhao, Huan Zhang, Kai-Wei Chang, and Cho-Jui Hsieh. NAACL 2021.
Jieyu Zhao and Kai-Wei Chang. EMNLP 2020.
Jieyu Zhao, Subhabrata Mukherjee, Saghar Hosseini, Kai-Wei Chang, Ahmed Hassan Awadallah.
Conference of the Association for Computational Linguistics. ACL 2020.
Shengyu Jia*, Tao Meng*, Jieyu Zhao, Kai-Wei Chang.
Conference of the Association for Computational Linguistics. ACL 2020.
Yichao Zhou, Jyun-Yu Jiang, Jieyu Zhao, Kai-Wei Chang, Wei Wang
Conference of the Association for Computational Linguistics. ACL 2020.
Pei Zhou, Weijia Shi, Jieyu Zhao, Kuan-Hao Huang, Muhao Chen, Ryan Cotterell, Kai-Wei Chang.
Conference on Empirical Methods in Natural Language Processing. EMNLP 2019.
Tianlu Wang, Jieyu Zhao, Mark Yatskar, Kai-Wei Chang, Vicente Ordonez.
International Conference on Computer Vision. ICCV 2019.
Jieyu Zhao, Tianlu Wang, Mark Yatskar, Ryan Cotterell, Vicente Ordonez, Kai-Wei Chang.
North American Chapter of the Association for Computational Linguistics. NAACL 2019.
Jieyu Zhao, Yichao Zhou, Zeyu Li, Wei Wang, Kai-Wei Chang
Conference on Empirical Methods in Natural Language Processing. EMNLP 2018.
Jieyu Zhao, Tianlu Wang, Mark Yatskar, Vicente Ordonez, Kai-Wei Chang.
North American Chapter of the Association for Computational Linguistics. NAACL 2018.
Jieyu Zhao, Tianlu Wang, Mark Yatskar, Vicente Ordonez, Kai-Wei Chang.
Conference on Empirical Methods in Natural Language Processing. EMNLP 2017. (Best Long Paper Award)
Press: Wired: Machines Taught By Photos Learn a Sexist View of Women