Sotabase

Career

· Founder/GP, AIX Ventures2021–
· CEO, you.com2020–
· Adjunct Professor, Stanford University2017–2017
· Chief Scientist, EVP, Salesforce2016–2020
· Visiting Lecturer, Stanford University2015–2017
· Founder, MetaMind2014–2016
· Intern, Microsoft Research2012–2012
· PhD in Computer Science, Stanford University2009–2014
· PhD Student, Stanford University2009–2014
· Research Assistant, Siemens Corporate Research2007–2007

Publications (229)

ImageNet: A large-scale hierarchical image database
2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009
70,609
cited
GloVe: Global Vectors for Word Representation
Conference on Empirical Methods in Natural Language Processing · 2014
33,924
cited
Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank
Conference on Empirical Methods in Natural Language Processing · 2013
9,147
cited
Pointer Sentinel Mixture Models
International Conference on Learning Representations · 2016
3,600
cited
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks
Annual Meeting of the Association for Computational Linguistics · 2015
3,220
cited
Reasoning With Neural Tensor Networks for Knowledge Base Completion
Neural Information Processing Systems · 2013
2,059
cited
A Deep Reinforced Model for Abstractive Summarization
International Conference on Learning Representations · 2017
1,624
cited
Knowing When to Look: Adaptive Attention via a Visual Sentinel for Image Captioning
Computer Vision and Pattern Recognition · 2016
1,586
cited
Zero-Shot Learning Through Cross-Modal Transfer
Neural Information Processing Systems · 2013
1,516
cited
Parsing Natural Scenes and Natural Language with Recursive Neural Networks
International Conference on Machine Learning · 2011
1,476
cited
Semantic Compositionality through Recursive Matrix-Vector Spaces
Conference on Empirical Methods in Natural Language Processing · 2012
1,412
cited
Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning
arXiv.org · 2017
1,411
cited
CTRL: A Conditional Transformer Language Model for Controllable Generation
arXiv.org · 2019
1,371
cited
Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions
Conference on Empirical Methods in Natural Language Processing · 2011
1,354
cited
Improving Word Representations via Global Context and Multiple Word Prototypes
Annual Meeting of the Association for Computational Linguistics · 2012
1,271
cited
DivideMix: Learning with Noisy Labels as Semi-supervised Learning
International Conference on Learning Representations · 2020
1,245
cited
Ask Me Anything: Dynamic Memory Networks for Natural Language Processing
International Conference on Machine Learning · 2015
1,209
cited
Regularizing and Optimizing LSTM Language Models
International Conference on Learning Representations · 2017
1,149
cited
Prototypical Contrastive Learning of Unsupervised Representations
International Conference on Learning Representations · 2020
1,107
cited
Deep learning-enabled medical computer vision
npj Digital Medicine · 2021
1,027
cited
Sotabase