Sotabase

Career

· PhD Student, Stanford University2016–2020
· Founder/CEO, Numbers Station AI2013–
· Undergraduate Student, Tsinghua University2009–2013

Publications (68)

Snorkel: Rapid Training Data Creation with Weak Supervision
Proceedings of the VLDB Endowment · 2017
1,093
cited
Data Programming: Creating Large Training Sets, Quickly
Neural Information Processing Systems · 2016
754
cited
Incremental Knowledge Base Construction Using DeepDive
The VLDB journal · 2015
292
cited
Understanding and Improving Information Transfer in Multi-Task Learning
International Conference on Learning Representations · 2020
177
cited
DeepDive: Declarative Knowledge Base Construction
SGMD · 2016
153
cited
SwellShark: A Generative Model for Biomedical Named Entity Recognition without Labeled Data
arXiv.org · 2017
98
cited
On the Generalization Effects of Linear Transformations in Data Augmentation
International Conference on Machine Learning · 2020
88
cited
Feature Engineering for Knowledge Base Construction
IEEE Data Engineering Bulletin · 2014
57
cited
Slice-based Learning: A Programming Model for Residual Learning in Critical Data Slices
Neural Information Processing Systems · 2019
56
cited
Highly Efficient Green and Red Narrowband Emissive Organic Light‐Emitting Diodes Employing Multi‐Resonant Thermally Activated Delayed Fluorescence Emitters
Angewandte Chemie (International Ed. in English) · 2022
50
cited
Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation
Conference on Innovative Data Systems Research · 2020
49
cited
FoxC1 promotes epithelial-mesenchymal transition through PBX1 dependent transactivation of ZEB2 in esophageal cancer.
American Journal of Cancer Research · 2017
46
cited
Conjugation-Modulated Excitonic Coupling Brightens Multiple Triplet Excited States
Journal of the American Chemical Society · 2023
45
cited
ANGPTL4 Correlates with NSCLC Progression and Regulates Epithelial-Mesenchymal Transition via ERK Pathway
Lung · 2016
44
cited
Stanford's 2014 Slot Filling Systems
2014
43
cited
Ivy: Instrumental Variable Synthesis for Causal Inference
International Conference on Artificial Intelligence and Statistics · 2020
31
cited
Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text
Conference on Empirical Methods in Natural Language Processing · 2021
29
cited
Dual role of twist1 in cancer‐associated fibroblasts and tumor cells promoted epithelial‐mesenchymal transition of esophageal cancer
Experimental Cell Research · 2019
23
cited
Inferring Geographic Coincidence in Ephemeral Social Networks
ECML/PKDD · 2012
21
cited
Precise High-Dimensional Asymptotics for Quantifying Heterogeneous Transfers
2020
21
cited
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Sen Wu | Researcher Profile | Sotabase | Sotabase