Sotabase

Career

· PhD Student, Stanford University2021–
· Research Intern, Hugging Face2020–2020
· Research Assistant, Berkeley Natural Language Processing Group2019–2021
· Research Assistant, Berkeley Liu Group2017–2021
· B.S. in Electrical Engineering and Computer Science with Honors, University of California, Berkeley2017–2021
· Research Scientist, Cognition
· Computer Science, Harvard University

Publications (43)

Multilingual Constituency Parsing with Self-Attention and Pre-Training
Annual Meeting of the Association for Computational Linguistics · 2018
274
cited
Multilingual Alignment of Contextual Word Representations
International Conference on Learning Representations · 2020
205
cited
Low-Complexity Probing via Finding Subnetworks
North American Chapter of the Association for Computational Linguistics · 2021
68
cited
Learning-based single-step quantitative susceptibility mapping reconstruction without brain extraction
NeuroImage · 2019
53
cited
Predicting visual memory across images and within individuals
Cognition · 2021
32
cited
Unsupervised Parsing via Constituency Tests
Conference on Empirical Methods in Natural Language Processing · 2020
30
cited
Quantitative susceptibility mapping of articular cartilage in patients with osteoarthritis at 3T
Journal of Magnetic Resonance Imaging · 2018
28
cited
CoVer: Collaborative Light-Node-Only Verification and Data Availability for Blockchains
International Congress on Blockchain and Applications · 2020
23
cited
Investigation of EEG-Based Biometric Identification Using State-of-the-Art Neural Architectures on a Real-Time Raspberry Pi-Based System
Italian National Conference on Sensors · 2022
21
cited
A multiple-tissue-specific magnetic resonance imaging model for diagnosing Parkinson’s disease: a brain radiomics study
Neural Regeneration Research · 2022
10
cited
Imaging diamagnetic susceptibility of collagen in hepatic fibrosis using susceptibility tensor imaging
Magnetic Resonance in Medicine · 2020
9
cited
Asymmetric susceptibility tensor imaging
Magnetic Resonance in Medicine · 2021
6
cited
An improved asymmetric susceptibility tensor imaging model with frequency offset correction
Magnetic Resonance in Medicine · 2022
5
cited
Dialogue Distillery: Crafting Interpolable, Interpretable, and Introspectable Dialogue from LLMs
2023
5
cited
Regularized Asymmetric Susceptibility Tensor Imaging in the Human Brain in Vivo
IEEE journal of biomedical and health informatics · 2022
3
cited
One-sided Matrix Completion from Two Observations Per Row
International Conference on Machine Learning · 2023
1
cited
On the Entropy Calibration of Language Models
arXiv.org · 2025
1
cited
1047-P: Genetic Risk of Insulin Resistance Is Associated with Kidney Disease in Type 2 Diabetics and Nondiabetics
Diabetes · 2021
1129-P: The Genetic Architecture of Cardiovascular Disease in Individuals with Type 2 Diabetes
Diabetes · 2021
Adaptation, Sensitivity, and Introspection: Investigating the Capabilities of LLMs as Hypernetworks
2023
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