Sotabase

Career

· Ph.D. Candidate, UC Berkeley, Berkeley Artificial Intelligence Research (BAIR) and Berkeley Deep Drive (BDD)2021–2025
· Affinity Group Lead - Transportation/Autonomous Vehicles, UC Berkeley Civil & Environmental Engineering2021–

Publications (89)

BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
arXiv.org · 2022
2,792
cited
Multitask Prompted Training Enables Zero-Shot Task Generalization
arXiv.org · 2021
1,920
cited
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts
Annual Meeting of the Association for Computational Linguistics · 2022
393
cited
P4FPGA: A Rapid Prototyping Framework for P4
ACM SIGCOMM Symposium on Software Defined Networking Research · 2017
159
cited
p4v: practical verification for programmable data planes
Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication · 2018
151
cited
Roadmap on emerging hardware and technology for machine learning
Nanotechnology · 2020
149
cited
Enhancing direct interspecies electron transfer in syntrophic-methanogenic associations with (semi)conductive iron oxides: Effects and mechanisms.
Science of the Total Environment · 2019
132
cited
Microglial hexokinase 2 deficiency increases ATP generation through lipid metabolism leading to β-amyloid clearance
Nature Metabolism · 2022
129
cited
P4xos: Consensus as a Network Service
IEEE/ACM Transactions on Networking · 2020
104
cited
Compact Virtual-Source Current–Voltage Model for Top- and Back-Gated Graphene Field-Effect Transistors
IEEE Transactions on Electron Devices · 2011
96
cited
Self-Distillation Bridges Distribution Gap in Language Model Fine-Tuning
Annual Meeting of the Association for Computational Linguistics · 2024
82
cited
Antioxidant activity of mesenchymal stem cell-derived extracellular vesicles restores hippocampal neurons following seizure damage
Theranostics · 2021
73
cited
Whippersnapper: A P4 Language Benchmark Suite
ACM SIGCOMM Symposium on Software Defined Networking Research · 2017
65
cited
An Ambipolar Virtual-Source-Based Charge-Current Compact Model for Nanoscale Graphene Transistors
IEEE transactions on nanotechnology · 2014
63
cited
PyPose: A Library for Robot Learning with Physics-based Optimization
Computer Vision and Pattern Recognition · 2022
53
cited
MiR-144-5p limits experimental abdominal aortic aneurysm formation by mitigating M1 macrophage-associated inflammation: Suppression of TLR2 and OLR1.
Journal of Molecular and Cellular Cardiology · 2020
36
cited
Synthesis and design of biomass-derived heteroatom-doped hierarchical porous carbon systems for high-voltage supercapacitors
Fuel processing technology · 2023
35
cited
Retrieval Enhanced Model for Commonsense Generation
Findings · 2021
34
cited
A Highly Automated Mobile Laboratory for On-site Molecular Diagnostics in the COVID-19 Pandemic
Clinical Chemistry · 2021
31
cited
Enabling Event-Triggered Data Plane Monitoring
ACM SIGCOMM Symposium on Software Defined Networking Research · 2020
31
cited
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