Sotabase

Career

· Postdoctoral Researcher, Berkeley Institute of Design, UC Berkeley2020–

Publications (45)

Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models
arXiv.org · 2024
356
cited
Gamut: A Design Probe to Understand How Data Scientists Understand Machine Learning Models
International Conference on Human Factors in Computing Systems · 2019
264
cited
Managing Messes in Computational Notebooks
International Conference on Human Factors in Computing Systems · 2019
162
cited
Writing Reusable Code Feedback at Scale with Mixed-Initiative Program Synthesis
ACM Conference on Learning @ Scale · 2017
135
cited
Augmenting Scientific Papers with Just-in-Time, Position-Sensitive Definitions of Terms and Symbols
International Conference on Human Factors in Computing Systems · 2020
107
cited
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models
Computer Vision and Pattern Recognition · 2024
105
cited
Can Human Development be Measured with Satellite Imagery?
International Conference on Information and Communication Technologies and Development · 2017
96
cited
Lamello: Passive Acoustic Sensing for Tangible Input Components
International Conference on Human Factors in Computing Systems · 2015
77
cited
Paper Plain: Making Medical Research Papers Approachable to Healthcare Consumers with Natural Language Processing
ACM Trans. Comput. Hum. Interact. · 2022
58
cited
CiteSee: Augmenting Citations in Scientific Papers with Persistent and Personalized Historical Context
International Conference on Human Factors in Computing Systems · 2023
54
cited
Scim: Intelligent Skimming Support for Scientific Papers
International Conference on Intelligent User Interfaces · 2022
53
cited
Tutorons: Generating context-relevant, on-demand explanations and demonstrations of online code
IEEE Symposium on Visual Languages / Human-Centric Computing Languages and Environments · 2015
52
cited
Fine-Grained Lineage for Safer Notebook Interactions
Proceedings of the VLDB Endowment · 2020
43
cited
Composing Flexibly-Organized Step-by-Step Tutorials from Linked Source Code, Snippets, and Outputs
International Conference on Human Factors in Computing Systems · 2020
35
cited
Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation
Annual Meeting of the Association for Computational Linguistics · 2025
29
cited
TraceDiff: Debugging unexpected code behavior using trace divergences
IEEE Symposium on Visual Languages / Human-Centric Computing Languages and Environments · 2017
29
cited
From Who You Know to What You Read: Augmenting Scientific Recommendations with Implicit Social Networks
International Conference on Human Factors in Computing Systems · 2022
28
cited
When Not to Comment: Questions and Tradeoffs with API Documentation for C++ Projects
International Conference on Software Engineering · 2018
28
cited
Math Augmentation: How Authors Enhance the Readability of Formulas using Novel Visual Design Practices
International Conference on Human Factors in Computing Systems · 2022
27
cited
Document-Level Definition Detection in Scholarly Documents: Existing Models, Error Analyses, and Future Directions
SDP · 2020
26
cited
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