This webpage is no-longer being used. Please visit tristaycao.github.io instead.
About
I am a fourth year Ph.D. student in Computer Science at University of Maryland working with Prof. Hal Daumé III. I am a member of the CLIP Lab.
My research interests involve moving towards trustworthy and fair natural language processing systems. Currently, I am working on analyzing how stereotypes manifest in large pretrained language models. I am also working on explainable AI and human-machine interactions.
Previously, I obtained my Bachelors degree in Computer Science from Bryn Mawr College and Mathematics from Haverford College.
| May - August 2021 | Interned at Amazon Alexa Research, working with Rahul Gupta and Kai-Wei Chang. |
Analyzing Stereotypes in Generative Text Inference Tasks
Yang Trista Cao, Anna Sotnikova, Hal Daumé III, Rachel Rudinger
Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021
Toward Gender-Inclusive Coreference Resolution: An Analysis of Gender and Bias throughout the Machine Learning Lifecyle
Yang Trista Cao, Hal Daumé III
Computational Linguistics
Toward Gender-Inclusive Coreference Resolution
Yang Trista Cao, Hal Daumé III
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
[GitHub]
Controlling the Specificity of Clarification Question Generation
Yang Trista Cao, Sudha Rao, Hal Daumé III
Proceedings of the 2019 Workshop on Widening NLP