On the opportunities and risks of foundation models R Bommasani, DA Hudson, E Adeli, R Altman, S Arora, S von Arx, ... arXiv preprint arXiv:2108.07258, 2021 | 2866 | 2021 |
Holistic evaluation of language models P Liang, R Bommasani, T Lee, D Tsipras, D Soylu, M Yasunaga, Y Zhang, ... arXiv preprint arXiv:2211.09110, 2022 | 647 | 2022 |
Ask me anything: A simple strategy for prompting language models S Arora, A Narayan, MF Chen, L Orr, N Guha, K Bhatia, I Chami, C Re The Eleventh International Conference on Learning Representations, 2022 | 133 | 2022 |
Can foundation models wrangle your data? A Narayan, I Chami, L Orr, S Arora, C Ré arXiv preprint arXiv:2205.09911, 2022 | 101 | 2022 |
Explaining query answers with explanation-ready databases S Roy, L Orr, D Suciu Proceedings of the VLDB Endowment 9 (4), 348-359, 2015 | 78 | 2015 |
On the opportunities and risks of foundation models. arXiv 2021 R Bommasani, DA Hudson, E Adeli, R Altman, S Arora, S von Arx, ... arXiv preprint arXiv:2108.07258, 2023 | 63 | 2023 |
Bootleg: Chasing the tail with self-supervised named entity disambiguation L Orr, M Leszczynski, S Arora, S Wu, N Guha, X Ling, C Re arXiv preprint arXiv:2010.10363, 2020 | 50 | 2020 |
On the opportunities and risks of foundation models (2021) R Bommasani, DA Hudson, E Adeli, R Altman, S Arora, S von Arx, ... arXiv preprint arXiv:2108.07258, 2022 | 37 | 2022 |
Pushing data-induced predicates through joins in big-data clusters S Kandula, L Orr, S Chaudhuri Proceedings of the VLDB Endowment 13 (3), 252-265, 2019 | 34 | 2019 |
Probabilistic database summarization for interactive data exploration L Orr, M Balazinska, D Suciu arXiv preprint arXiv:1703.03856, 2017 | 24 | 2017 |
Managing ml pipelines: feature stores and the coming wave of embedding ecosystems L Orr, A Sanyal, X Ling, K Goel, M Leszczynski arXiv preprint arXiv:2108.05053, 2021 | 22 | 2021 |
An irregular approach to large-scale computed tomography on multiple graphics processors improves voxel processing throughput ES Jimenez, LJ Orr, KR Thompson 2012 SC Companion: High Performance Computing, Networking Storage and …, 2012 | 20 | 2012 |
Cross-domain data integration for named entity disambiguation in biomedical text M Varma, L Orr, S Wu, M Leszczynski, X Ling, C Ré arXiv preprint arXiv:2110.08228, 2021 | 18 | 2021 |
Object composition identification via mediated-reality supplemented radiographs ES Jimenez, LJ Orr, KR Thompson 2014 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2014 | 16 | 2014 |
Sample debiasing in the themis open world database system L Orr, M Balazinska, D Suciu Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020 | 14 | 2020 |
Utilization of virtualized environments for efficient x-ray attenuation approximation ES Jimenez, KR Thompson, LJ Orr ASNT Research Symposium, 2014 | 14 | 2014 |
Entropydb: a probabilistic approach to approximate query processing L Orr, M Balazinska, D Suciu The VLDB Journal 29 (1), 539-567, 2020 | 8 | 2020 |
Exploring mediated reality to approximate x-ray attenuation coefficients from radiographs ES Jimenez Jr, LJ Orr, ML Morgan, KR Thompson Radiation Detectors: Systems and Applications XV 9215, 65-76, 2014 | 8 | 2014 |
Data Management Opportunities for Foundation Models. LJ Orr, K Goel, C Ré CIDR, 2022 | 7 | 2022 |
Big-data management use-case: A cloud service for creating and analyzing galactic merger trees S Loebman, J Ortiz, LL Choo, L Orr, L Anderson, D Halperin, ... Proceedings of Workshop on Data analytics in the Cloud, 1-4, 2014 | 7 | 2014 |