Sotabase

Career

· Amazon Scholar, Amazon Usa Alexa2023–
· Associate Professor, University of California, Los Angeles2022–
· Amazon Visiting Academic, Amazon Usa Alexa2020–2023
· Assistant Professor, University of California, Los Angeles2017–2022
· Assistant Professor, University of Virginia2016–2017
· Postdoctoral Researcher, Microsoft Research2015–2016
· at University of Illinois, Urbana-Champaign2010–2015

Publications (306)

LIBLINEAR: A Library for Large Linear Classification
Journal of machine learning research · 2008
8,418
cited
Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings
Neural Information Processing Systems · 2016
3,535
cited
VisualBERT: A Simple and Performant Baseline for Vision and Language
arXiv.org · 2019
2,221
cited
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering
Neural Information Processing Systems · 2022
1,926
cited
Grounded Language-Image Pre-training
Computer Vision and Pattern Recognition · 2021
1,420
cited
MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts
International Conference on Learning Representations · 2023
1,205
cited
Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods
North American Chapter of the Association for Computational Linguistics · 2018
1,096
cited
Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints
Conference on Empirical Methods in Natural Language Processing · 2017
1,046
cited
A dual coordinate descent method for large-scale linear SVM
International Conference on Machine Learning · 2008
1,023
cited
Generating Natural Language Adversarial Examples
Conference on Empirical Methods in Natural Language Processing · 2018
999
cited
Unified Pre-training for Program Understanding and Generation
North American Chapter of the Association for Computational Linguistics · 2021
876
cited
The Woman Worked as a Babysitter: On Biases in Language Generation
Conference on Empirical Methods in Natural Language Processing · 2019
760
cited
GPT-GNN: Generative Pre-Training of Graph Neural Networks
Knowledge Discovery and Data Mining · 2020
646
cited
Mitigating Gender Bias in Natural Language Processing: Literature Review
Annual Meeting of the Association for Computational Linguistics · 2019
619
cited
Training and Testing Low-degree Polynomial Data Mappings via Linear SVM
Journal of machine learning research · 2010
578
cited
BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation
Conference on Fairness, Accountability and Transparency · 2021
497
cited
How Much Can CLIP Benefit Vision-and-Language Tasks?
International Conference on Learning Representations · 2021
476
cited
Gender Bias in Contextualized Word Embeddings
North American Chapter of the Association for Computational Linguistics · 2019
456
cited
Balanced Datasets Are Not Enough: Estimating and Mitigating Gender Bias in Deep Image Representations
IEEE International Conference on Computer Vision · 2018
453
cited
Learning Gender-Neutral Word Embeddings
Conference on Empirical Methods in Natural Language Processing · 2018
446
cited
Sotabase