Sotabase

Career

· PhD Student, University of Washington2024–
· Principal Researcher, Microsoft Research2022–
· RSDE in the Human Understanding and Empathy group, Microsoft Research2019–

Publications (47)

Guidelines for Human-AI Interaction
International Conference on Human Factors in Computing Systems · 2019
1,678
cited
The Value of Semantic Parse Labeling for Knowledge Base Question Answering
Annual Meeting of the Association for Computational Linguistics · 2016
623
cited
ModelTracker: Redesigning Performance Analysis Tools for Machine Learning
International Conference on Human Factors in Computing Systems · 2015
306
cited
Squares: Supporting Interactive Performance Analysis for Multiclass Classifiers
IEEE Transactions on Visualization and Computer Graphics · 2017
211
cited
Machine Teaching: A New Paradigm for Building Machine Learning Systems
arXiv.org · 2017
190
cited
Grounding Interactive Machine Learning Tool Design in How Non-Experts Actually Build Models
Conference on Designing Interactive Systems · 2018
158
cited
Interactive machine teaching: a human-centered approach to building machine-learned models
Hum. Comput. Interact. · 2020
113
cited
MeetingCoach: An Intelligent Dashboard for Supporting Effective & Inclusive Meetings
International Conference on Human Factors in Computing Systems · 2021
89
cited
AffectiveSpotlight: Facilitating the Communication of Affective Responses from Audience Members during Online Presentations
International Conference on Human Factors in Computing Systems · 2021
73
cited
Design and evaluation of intelligent agent prototypes for assistance with focus and productivity at work
International Conference on Intelligent User Interfaces · 2020
57
cited
Guidelines for Assessing and Minimizing Risks of Emotion Recognition Applications
Affective Computing and Intelligent Interaction · 2021
53
cited
AnchorViz: Facilitating Classifier Error Discovery through Interactive Semantic Data Exploration
International Conference on Intelligent User Interfaces · 2018
43
cited
ICE: Enabling Non-Experts to Build Models Interactively for Large-Scale Lopsided Problems
arXiv.org · 2014
33
cited
ForSense: Accelerating Online Research Through Sensemaking Integration and Machine Research Support
International Conference on Intelligent User Interfaces · 2021
29
cited
Advancing the Understanding and Measurement of Workplace Stress in Remote Information Workers from Passive Sensors and Behavioral Data
Affective Computing and Intelligent Interaction · 2022
28
cited
Emerging Perspectives in Human-Centered Machine Learning
CHI Extended Abstracts · 2019
27
cited
From Lived Experience to Insight: Unpacking the Psychological Risks of Using AI Conversational Agents
Conference on Fairness, Accountability and Transparency · 2024
27
cited
AnchorViz
ACM Trans. Interact. Intell. Syst. · 2019
24
cited
Focused Time Saves Nine: Evaluating Computer–Assisted Protected Time for Hybrid Information Work
International Conference on Human Factors in Computing Systems · 2023
24
cited
Pearl: A Technology Probe for Machine-Assisted Reflection on Personal Data
International Conference on Intelligent User Interfaces · 2023
24
cited
Sotabase
Jina Suh | Researcher Profile | Sotabase | Sotabase