Sotabase

Career

· Research Scientist, Meta2024–
· Assistant Professor, Carnegie Mellon University2022–
· Visiting Researcher, Meta2021–2022
· Research Intern, Google DeepMind2019–2019
· Research Intern, Microsoft2016–2016
· Doctor of Philosophy (Ph.D.), Computer Science, University of California, Berkeley2015–2021
· Master's Degree, Computer Science, University of Cambridge2014–2015
· Research Intern, Nara Institute of Science and Technology2013–2013
· Research Intern, RWTH Aachen University2013–2013
· Research Assistant, The University of Arizona2013–2014
· Software Development Engineer Intern, Microsoft2012–2012
· Bachelor's Degree, Computer Science, Mathematics, Information Science, University of Arizona2010–2014

Publications (391)

StarCoder: may the source be with you!
Trans. Mach. Learn. Res. · 2023
1,079
cited
InCoder: A Generative Model for Code Infilling and Synthesis
International Conference on Learning Representations · 2022
817
cited
Speaker-Follower Models for Vision-and-Language Navigation
Neural Information Processing Systems · 2018
567
cited
Contrastive Decoding: Open-ended Text Generation as Optimization
Annual Meeting of the Association for Computational Linguistics · 2022
529
cited
Human-level play in the game of Diplomacy by combining language models with strategic reasoning
Science · 2022
476
cited
DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation
International Conference on Machine Learning · 2022
462
cited
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
International Conference on Learning Representations · 2024
403
cited
Nature of light scattering in dental enamel and dentin at visible and near-infrared wavelengths.
Applied Optics · 1995
364
cited
Imaging caries lesions and lesion progression with polarization-sensitive optical coherence tomography
SPIE BiOS · 2002
351
cited
Generating Images with Multimodal Language Models
Neural Information Processing Systems · 2023
339
cited
CO2 Laser Inhibition of Artificial Caries-like Lesion Progression in Dental Enamel
Journal of dentistry research · 1998
263
cited
SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents
International Conference on Learning Representations · 2023
233
cited
SantaCoder: don't reach for the stars!
arXiv.org · 2023
228
cited
Light scattering properties of natural and artificially demineralized dental enamel at 1310 nm.
Journal of Biomedical Optics · 2006
217
cited
Near-infrared transillumination at 1310-nm for the imaging of early dental decay.
Optics Express · 2003
201
cited
Imaging of occlusal dental caries (decay) with near-IR light at 1310-nm.
Optics Express · 2005
155
cited
Natural Language to Code Translation with Execution
Conference on Empirical Methods in Natural Language Processing · 2022
153
cited
Grounding Language Models to Images for Multimodal Inputs and Outputs
International Conference on Machine Learning · 2023
152
cited
Remineralization of Enamel Caries Can Decrease Optical Reflectivity
Journal of dentistry research · 2006
149
cited
Mechanism of water augmentation during IR laser ablation of dental enamel
Lasers in Surgery and Medicine · 2002
148
cited
Sotabase
Daniel Fried | Researcher Profile | Sotabase | Sotabase