Sotabase

Career

· PHD Student, University of Washington2024–
· Developer, Superlative2019–
· Senior Software Engineer, Google DeepMind2018–
· Intern, Google2016–2016
· Software Engineer Intern, Microsoft2015–2015
· Teaching Assistant, Brown University2014–2015
· Software Developer Research Assistant, Brown University Graphics Lab2014–2015
· POST- Magazine Head Illustrator, Brown Daily Herald Inc.2012–2015
· Bachelor of Science (B.Sc.), Computer Science, Visual Arts, Brown University2012–2016
· High School, Carolina Friends School2000–2012

Publications (31)

PaLM: Scaling Language Modeling with Pathways
Journal of machine learning research · 2022
7,570
cited
PaLM 2 Technical Report
arXiv.org · 2023
1,428
cited
Visualizing and Measuring the Geometry of BERT
Neural Information Processing Systems · 2019
454
cited
Human-Centered Tools for Coping with Imperfect Algorithms During Medical Decision-Making
International Conference on Human Factors in Computing Systems · 2019
436
cited
Wordcraft: Story Writing With Large Language Models
International Conference on Intelligent User Interfaces · 2022
385
cited
A Gentle Introduction to Graph Neural Networks
Distill · 2021
266
cited
A Pretrainer’s Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity
North American Chapter of the Association for Computational Linguistics · 2023
215
cited
The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models
Conference on Empirical Methods in Natural Language Processing · 2020
210
cited
Embedding Projector: Interactive Visualization and Interpretation of Embeddings
arXiv.org · 2016
190
cited
Similar image search for histopathology: SMILY
npj Digital Medicine · 2019
147
cited
Evaluating Attribution for Graph Neural Networks
Neural Information Processing Systems · 2020
139
cited
A Recipe for Arbitrary Text Style Transfer with Large Language Models
Annual Meeting of the Association for Computational Linguistics · 2021
137
cited
An Interpretability Illusion for BERT
arXiv.org · 2021
96
cited
Wordcraft: a Human-AI Collaborative Editor for Story Writing
arXiv.org · 2021
86
cited
Neural Networks Trained on Natural Scenes Exhibit Gestalt Closure
Computational Brain & Behavior · 2021
55
cited
LLM Comparator: Visual Analytics for Side-by-Side Evaluation of Large Language Models
CHI Extended Abstracts · 2024
36
cited
Do Neural Networks Show Gestalt Phenomena? An Exploration of the Law of Closure
arXiv.org · 2019
34
cited
Automatic Histograms: Leveraging Language Models for Text Dataset Exploration
CHI Extended Abstracts · 2024
13
cited
Visualizing Linguistic Diversity of Text Datasets Synthesized by Large Language Models
Visual .. · 2023
9
cited
Bandit-Based Solar Panel Control
AAAI Conference on Artificial Intelligence · 2018
8
cited
Sotabase
Emily Reif | Researcher Profile | Sotabase | Sotabase