Sotabase

Career

· Researcher, UC Berkeley Berkeley Institute of Design (BID)2024–
· Lecturer, UC Berkeley2019–

Publications (30)

Why Johnny Can’t Prompt: How Non-AI Experts Try (and Fail) to Design LLM Prompts
International Conference on Human Factors in Computing Systems · 2023
940
cited
Who Validates the Validators? Aligning LLM-Assisted Evaluation of LLM Outputs with Human Preferences
ACM Symposium on User Interface Software and Technology · 2024
187
cited
Herding AI Cats: Lessons from Designing a Chatbot by Prompting GPT-3
Conference on Designing Interactive Systems · 2023
70
cited
Prompting for Discovery: Flexible Sense-Making for AI Art-Making with Dreamsheets
International Conference on Human Factors in Computing Systems · 2023
54
cited
Fake It to Make It: Exploratory Prototyping in HRI
IEEE/ACM International Conference on Human-Robot Interaction · 2021
53
cited
Rambler: Supporting Writing With Speech via LLM-Assisted Gist Manipulation
International Conference on Human Factors in Computing Systems · 2024
46
cited
Beyond Code Generation: LLM-supported Exploration of the Program Design Space
International Conference on Human Factors in Computing Systems · 2025
27
cited
SPADE: Synthesizing Data Quality Assertions for Large Language Model Pipelines
Proceedings of the VLDB Endowment · 2024
24
cited
61A Bot Report: AI Assistants in CS1 Save Students Homework Time and Reduce Demands on Staff. (Now What?)
Technical Symposium on Computer Science Education · 2024
20
cited
Detecting disparities in police deployments using dashcam data
Conference on Fairness, Accountability and Transparency · 2023
19
cited
SPADE: Synthesizing Assertions for Large Language Model Pipelines
arXiv.org · 2024
17
cited
Conversational Programming with LLM-Powered Interactive Support in an Introductory Computer Science Course
15
cited
Heimdall: A Remotely Controlled Inspection Workbench For Debugging Microcontroller Projects
International Conference on Human Factors in Computing Systems · 2019
13
cited
How People Experience Autonomous Intersections: Taking a First-Person Perspective
International Conference on Automotive User Interfaces and Interactive Vehicular Applications · 2019
7
cited
A Knowledge-Component-Based Methodology for Evaluating AI Assistants
Conference on Global Computing Education · 2024
6
cited
Trucks Don’t Mean Trump: Diagnosing Human Error in Image Analysis
Conference on Fairness, Accountability and Transparency · 2022
6
cited
Democratizing Design and Fabrication Using Speech: Exploring co-design with a voice assistant
International Conference on Conversational User Interfaces · 2021
5
cited
Tracking Urban Mobility and Occupancy under Social Distancing Policy
Digit. Gov. Res. Pract. · 2020
5
cited
COVID-19 non-pharmaceutical interventions: data annotation for rapidly changing local policy information
Scientific Data · 2023
3
cited
Crowdsourcing County-Level Data on Early COVID-19 Policy Interventions in the United States: Technical Report
arXiv.org · 2021
3
cited
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J.D. Zamfirescu | Researcher Profile | Sotabase | Sotabase