Sotabase

Career

· Research Intern, Google Deepmind2023–
· Research Intern, Allen Institute for Artificial Intelligence (AI2)2021–2021
· PhD Student, Stanford University2021–
· Machine Learning and Relevance Engineer Intern, LinkedIn2019–2019
· Research Assistant, Cornell University2018–2021
· Bachelor of Arts in Computer Science and Mathematics, Cornell University2017–2021
· Researcher, xAI

Publications (212)

Holistic Evaluation of Language Models
Trans. Mach. Learn. Res. · 2023
1,324
cited
Med-Flamingo: a Multimodal Medical Few-shot Learner
ML4H@NeurIPS · 2023
448
cited
Combining Label Propagation and Simple Models Out-performs Graph Neural Networks
International Conference on Learning Representations · 2020
309
cited
Enhancing Adversarial Example Transferability With an Intermediate Level Attack
IEEE International Conference on Computer Vision · 2019
283
cited
Recovery of phosphate and dissolved organic matter from aqueous solution using a novel CaO-MgO hybrid carbon composite and its feasibility in phosphorus recycling.
Science of the Total Environment · 2018
182
cited
MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation
International Conference on Machine Learning · 2023
165
cited
A Comparative Study on the Impacts of Interface Traps on Tunneling FET and MOSFET
IEEE Transactions on Electron Devices · 2014
132
cited
A novel Si tunnel FET with 36mV/dec subthreshold slope based on junction depleted-modulation through striped gate configuration
International Electron Devices Meeting · 2012
130
cited
Single-crystalline van der Waals layered dielectric with high dielectric constant
Nature Materials · 2023
121
cited
When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model Leaderboards
Annual Meeting of the Association for Computational Linguistics · 2024
119
cited
PRODIGY: Enabling In-context Learning Over Graphs
Neural Information Processing Systems · 2023
103
cited
Simultaneous inhibition of hedgehog signaling and tumor proliferation remodels stroma and enhances pancreatic cancer therapy.
Biomaterials · 2018
101
cited
An Analytical Surface Potential Model Accounting for the Dual-Modulation Effects in Tunnel FETs
IEEE Transactions on Electron Devices · 2014
88
cited
Parsel🦆: Algorithmic Reasoning with Language Models by Composing Decompositions
Neural Information Processing Systems · 2022
73
cited
A Novel Tunnel FET Design With Stacked Source Configuration for Average Subthreshold Swing Reduction
IEEE Transactions on Electron Devices · 2016
64
cited
AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning
Neural Information Processing Systems · 2024
58
cited
Conductive Passivator for Efficient Monolithic Perovskite/Silicon Tandem Solar Cell on Commercially Textured Silicon
Advanced Energy Materials · 2022
55
cited
Vertical WS2/SnS2 van der Waals Heterostructure for Tunneling Transistors
Scientific Reports · 2018
53
cited
BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments
International Conference on Learning Representations · 2024
50
cited
Artificial Neural Network Based on Doped HfO2 Ferroelectric Capacitors With Multilevel Characteristics
IEEE Electron Device Letters · 2019
46
cited
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