Sotabase

Career

· Co-founder, CEO, Haize Labs2024–
· Qr Intern, Cubist Systematic Strategies2023–2023
· Research, Allen Institute for AI (AI2)2022–2023
· Perception, Snap Inc.2022–2022
· Sde Intern, Amazon2021–2021
· Research, Berkeley Artificial Intelligence Research2021–2023
· Ml Research Intern, Gamalon2021–2021
· Ml Infra, NVIDIA2021–2021
· Research, Center for Brains, Minds and Machines2020–2021
· Slide Monkey, Harvard College Consulting Group2019–2020

Publications (21)

A neural network solves, explains, and generates university math problems by program synthesis and few-shot learning at human level
Proceedings of the National Academy of Sciences of the United States of America · 2021
176
cited
PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures
Computer Vision and Pattern Recognition · 2021
173
cited
LILA: A Unified Benchmark for Mathematical Reasoning
Conference on Empirical Methods in Natural Language Processing · 2022
159
cited
Introducing v0.5 of the AI Safety Benchmark from MLCommons
arXiv.org · 2024
55
cited
MAUD: An Expert-Annotated Legal NLP Dataset for Merger Agreement Understanding
Conference on Empirical Methods in Natural Language Processing · 2023
37
cited
A Neural Network Solves and Generates Mathematics Problems by Program Synthesis: Calculus, Differential Equations, Linear Algebra, and More
arXiv.org · 2021
20
cited
From Human Days to Machine Seconds: Automatically Answering and Generating Machine Learning Final Exams
Knowledge Discovery and Data Mining · 2022
15
cited
Solving Probability and Statistics Problems by Program Synthesis
arXiv.org · 2021
15
cited
A Dataset and Benchmark for Automatically Answering and Generating Machine Learning Final Exams
arXiv.org · 2022
12
cited
Solving Probability and Statistics Problems by Probabilistic Program Synthesis at Human Level and Predicting Solvability
International Conference on Artificial Intelligence in Education · 2022
9
cited
The Naughtyformer: A Transformer Understands Offensive Humor
arXiv.org · 2022
6
cited
Baselines for Identifying Watermarked Large Language Models
arXiv.org · 2023
3
cited
Consistent Explanations in the Face of Model Indeterminacy via Ensembling
arXiv.org · 2023
2
cited
Laboratory Manual for Introduction to Physical Geography, First British Columbia Edition
2020
1
cited
Learning the Wrong Lessons: Inserting Trojans During Knowledge Distillation
arXiv.org · 2023
1
cited
The Naughtyformer: A Transformer Understands and Moderates Adult Humor (Student Abstract)
AAAI Conference on Artificial Intelligence · 2023
1
cited
Degraded Polygons Raise Fundamental Questions of Neural Network Perception
Neural Information Processing Systems · 2023
Supplementary Materials for PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures
2022
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Leonard Tang | Researcher Profile | Sotabase | Sotabase