Ruohao Guo
CS Ph.D. Student
Georgia Institute of Technology
Welcome!
Hi! I am a Ph.D. student in the School of Interactive Computing at Georgia Tech and my advisor is Prof. Alan Ritter. I previously received my Bachelor’s Degree in Mathematics and Computer Science from University of Illinois at Urbana-Champaign. During my time at UIUC, I was fortunate to work with Prof. Dan Roth.
Interests
- Natural Language Processing
- Machine Learning
Education
-
Ph.D. Student in Computer Science, 2021 - Present
Georgia Institute of Technology
-
BSc in Mathematics and Computer Science, 2018 - 2021
University of Illinois at Urbana-Champaign
Publications
(2023).
Improved Instruction Ordering in Recipe-Grounded Conversation.
In ACL 2023.
(2021).
Constrained Labeled Data Generation for Low-Resource Named Entity Recognition.
In ACL 2021 (Findings).
(2020).
Learning Stable Deep Predictive Coding Networks with Weight Norm Supervision.
In ICPR 2020.
Experience
Research Assistant
University of Pennsylvania
- Compared different multilingual Named Entity Recognition models (eg. mBERT, XLM-R, Cogcomp) for 33 languages, and implemented an online demo with state-of-the-art performance.
- Improved Named Entity Recognition for low-resource languages.
- Participated in building a timeline summarization dataset.
Course Assistant
University of Illinois at Urbana-Champaign
Responsibilities include:
- Running labs and office hours
- Designing lecture notes
- Maintaining course websites
- Answering questions on Piazza
