Sotabase

Career

· Stanley A. Marks & William H. Marks Professor, Harvard Radcliffe Institute for Advanced Study2021–2022
· Assistant Professor, Harvard University2018–
· Ph.D., Electrical Engineering and Computer Science, Massachusetts Institute of Technology2016–
· Postdoctoral Researcher, UC Berkeley2016–2018
· PhD in Electrical Engineering and Computer Science, MIT2012–2016
· Master of Eng., Electrical Engineering and Computer Science, Massachusetts Institute of Technology2010–
· B.S., Electrical Science and Engineering, Massachusetts Institute of Technology2008–
· MEng in Electrical Engineering and Computer Science, MIT2008–2011
· User Experience Research Intern, Google
· Research Intern, Microsoft Research neXus Research Team
· BS in Electrical Science and Engineering, MIT
· Research Assistant, MIT CSAIL Networks & Mobile Systems Group
· Research Assistant, MIT CSAIL Robot Locomotion Group
· Ph.D. Candidate, MIT CSAIL User Interface Design Group
· Independent Researcher, Princeton University EEG Lab
· Visiting Researcher, Stanford University Biomimetics & Dexterous Manipulation Lab

Publications (70)

Expectation vs. Experience: Evaluating the Usability of Code Generation Tools Powered by Large Language Models
CHI Extended Abstracts · 2022
598
cited
Proxy tasks and subjective measures can be misleading in evaluating explainable AI systems
International Conference on Intelligent User Interfaces · 2020
324
cited
OverCode: visualizing variation in student solutions to programming problems at scale
ACM Symposium on User Interface Software and Technology · 2014
190
cited
ChainForge: A Visual Toolkit for Prompt Engineering and LLM Hypothesis Testing
International Conference on Human Factors in Computing Systems · 2023
171
cited
Where to Hide a Stolen Elephant: Leaps in Creative Writing with Multimodal Machine Intelligence
ACM Trans. Comput. Hum. Interact. · 2022
151
cited
Writing Reusable Code Feedback at Scale with Mixed-Initiative Program Synthesis
ACM Conference on Learning @ Scale · 2017
135
cited
PaTAT: Human-AI Collaborative Qualitative Coding with Explainable Interactive Rule Synthesis
International Conference on Human Factors in Computing Systems · 2023
91
cited
OverCode
ACM Trans. Comput. Hum. Interact. · 2015
82
cited
A quadratic regulator-based heuristic for rapidly exploring state space
IEEE International Conference on Robotics and Automation · 2010
78
cited
Learnersourcing Personalized Hints
Conference on Computer Supported Cooperative Work · 2016
69
cited
Interactive Program Synthesis by Augmented Examples
ACM Symposium on User Interface Software and Technology · 2020
67
cited
Mudslide: A Spatially Anchored Census of Student Confusion for Online Lecture Videos
International Conference on Human Factors in Computing Systems · 2015
65
cited
A wavelet-like filter based on neuron action potentials for analysis of human scalp electroencephalographs
IEEE Transactions on Biomedical Engineering · 2005
62
cited
Visualizing API Usage Examples at Scale
International Conference on Human Factors in Computing Systems · 2018
59
cited
iBCM: Interactive Bayesian Case Model Empowering Humans via Intuitive Interaction
2015
55
cited
RIMES: Embedding Interactive Multimedia Exercises in Lecture Videos
International Conference on Human Factors in Computing Systems · 2015
55
cited
Foobaz: Variable Name Feedback for Student Code at Scale
ACM Symposium on User Interface Software and Technology · 2015
51
cited
Do explanations increase the effectiveness of AI-crowd generated fake news warnings?
International Conference on Web and Social Media · 2021
50
cited
Region of attraction estimation for a perching aircraft: A Lyapunov method exploiting barrier certificates
IEEE International Conference on Robotics and Automation · 2012
31
cited
Interpretable Program Synthesis
International Conference on Human Factors in Computing Systems · 2021
30
cited
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