Yunwei Zhao
I'm a master student in Computer Science at Cornell
University. I am actively seeking PhD opportunities for the fall of 2024!
As a highly self-motivated and independent person, my time at the University of Washington has been
marked by significant accomplishments. At University of Washington,
my work
under Professor Sheng Wang focused on
designing robust evaluation
protocols of LLMs from human feedback and advancing multilingual
and multimodal translation methods for science (Gemini,
Crit2SQL,
and BioTranslator).
This research
experience solidified my interest and commitment to adaptive
and trustworthy NLP. I have also worked with Professor
Richard Anderson on
user-centric
technology that aids
people in developing regions (eKichabi V2).
All of these experiences have solidified my interest in
user-centric NLP systems, which enhance my passion for the
broader field of human-AI interaction.
At Cornell, I have been actively working on research, startup projects,
and internships to design user-centric NLP systems
in practice and integrate them into real products to
study human-LM interaction.
Email /
CV /
Research Statement /
Github /
Google Scholar /
Twitter
|
I am self-motivated, continuously learning,
and practicing. Recently, I have been working on AI for fashion,
full-stack practice on communicative system for healthcare, and mixed reality.
I am open to new ideas and topics.
|
Research
My research interests lie in adaptability, trustworthiness, and human-AI interaction. I aim to
bridge the gap in user engagement by integrating real-time human feedback with AI design to develop
AI agents that can learn from human behaviors, communicate naturally, and explain their processes. I
am also broadly interested in the intersection of Human-Computer Interaction and Natural Language
Processing.
I have two authored papers: one is eKichabi V2 with Professor Richard Anderson
where I actively involved in app design and implementation, user testing, data analysis, and
manuscript refinement; the other one is Crit2SQL where I contribute to dataset analysis and
development with Professor Sheng Wang.
|
Recent Works
|
eKichabi v2: Designing and Scaling a Dual-Platform Agricultural
Technology in Rural Tanzania
Ananditha Raghunath, Alexander Metzger, Hans Easton*, XunMei Liu*, Fanchong Wang*, Yunqi Wang*,
Yunwei Zhao*, Hosea Mpogole, Richard Anderson
Accepted by CHI 2024.
App
|
Crit2SQL: Dataset and Analysis for Criteria2SQL Generation
Yuan Zhou, Hanwen Xu, Addie Chambers, Chuwei Xia, Cai Yang, Sihang Zeng, Jianzhu Yao, Tianyin Wang,
Mingzhe Wu, Yunwei Zhao, William Howard-Snyder, Mingxin Zhang, Zixuan Liu, Yang Lu,
Tao Yu, Sheng
Wang
Paper under ACL Rolling Review.
|
|