Steven Cao
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CV
Hello! I am a second-year PhD student at Stanford, where I am grateful to be advised by Percy Liang and Gregory Valiant. My research is in natural language processing, machine learning, and theory. In the past, I've worked on matrix completion, syntactic parsing, grammar induction, and multilingual modeling. Before Stanford, I was an undergrad at UC Berkeley, where I was lucky to be advised by Dan Klein, Kannan Ramchandran, and Chunlei Liu. |
Recent Publications
News
Selected Publications
One-sided Matrix Completion from Two Observations Per Row Steven Cao, Percy Liang, Gregory Valiant ICML, 2023
Low Complexity Probing via Finding Subnetworks Steven Cao, Victor Sanh, Alexander M. Rush NAACL, 2021
Unsupervised Parsing via Constituency Tests Steven Cao, Nikita Kitaev, Dan Klein EMNLP, 2020
Multilingual Alignment of Contextual Word Representations Steven Cao, Nikita Kitaev, Dan Klein ICLR, 2020
Multilingual Constituency Parsing with Self-Attention and Pre-Training Nikita Kitaev, Steven Cao, Dan Klein ACL, 2019
Teaching
EECS 126: Probability and Random Processes (Spring 2020) - Teaching Assistant
EECS 16A: Linear Algebra and Circuits (Spring 2019) - Teaching Assistant