Hello! My name is Yangqiaoyu Zhou (I also go by Rosa). I am a 4th year PhD student at the CHAI lab at the University of Chicago working with Chenhao Tan. My research is in natural language processing and explainability, with a focused interest in generating and learning from explanations. The overarching goal is to improve model interpretability and robustness in reasoning abilities.
Besides research, I like rock climbing, playing the Erhu, and painting.
Publications
- 🔥FLamE: Few Shot Learning From Explanations
Yangqiaoyu Zhou, Yiming Zhang, Chenhao Tan
ACL, 2023
Oral Presentation
[Poster] [Video] - Learning to Ignore Adversarial Attacks
Yiming Zhang, Yangqiaoyu Zhou, Samuel Carton, Chenhao Tan
EACL, 2023 - Investigating the Effect of Natural Language Explanations on Out-of-distribution Generalization in Few-shot NLI
Yangqiaoyu Zhou and Chenhao Tan
EMNLP Workshop on Insights from Negative Results in NLP, 2021
[Code] [Video] - GraPhyC: Using Consensus to Infer Tumor Evolution
Kiya Govek, Camden Sikes, Yangqiaoyu Zhou, Layla Oesper
IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2020