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Maarten Bosma
Maarten Bosma
Founding Team Member at Inflection AI
Verified email at inflection.ai
Title
Cited by
Cited by
Year
Chain of thought prompting elicits reasoning in large language models
J Wei, X Wang, D Schuurmans, M Bosma, E Chi, Q Le, D Zhou
NeurIPS 2022, 2022
44542022
PaLM: Scaling Language Modeling with Pathways
A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ...
arXiv preprint arXiv:2204.02311, 2022
32162022
Finetuned language models are zero-shot learners
J Wei, M Bosma, VY Zhao, K Guu, AW Yu, B Lester, N Du, AM Dai, QV Le
ICLR 2022, 2021
18842021
Emergent abilities of large language models
J Wei, Y Tay, R Bommasani, C Raffel, B Zoph, S Borgeaud, D Yogatama, ...
Transactions on Machine Learning Research, 2022b, 2022
13272022
Lamda: Language models for dialog applications
R Thoppilan, D De Freitas, J Hall, N Shazeer, A Kulshreshtha, HT Cheng, ...
arXiv preprint arXiv:2201.08239, 2022
11242022
Beyond the imitation game: Quantifying and extrapolating the capabilities of language models
A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ...
arXiv preprint arXiv:2206.04615, 2022
6932022
Program synthesis with large language models
J Austin, A Odena, M Nye, M Bosma, H Michalewski, D Dohan, E Jiang, ...
arXiv preprint arXiv:2108.07732, 2021
6262021
GLaM: Efficient scaling of language models with mixture-of-experts
N Du, Y Huang, AM Dai, S Tong, D Lepikhin, Y Xu, M Krikun, Y Zhou, ...
International Conference on Machine Learning, 5547-5569, 2022
432*2022
Show your work: Scratchpads for intermediate computation with language models
M Nye, AJ Andreassen, G Gur-Ari, H Michalewski, J Austin, D Bieber, ...
ICLR 2022 Workshop DL4C, 2021
3892021
H. Chi, Tatsunori Hashimoto, Oriol Vinyals, Percy Liang, Jeff Dean, and William Fedus. Emergent abilities of large language models
J Wei, Y Tay, R Bommasani, C Raffel, B Zoph, S Borgeaud, D Yogatama, ...
Transactions on Machine Learning Research 2022, 2022
3072022
Scaling up models and data with t5x and seqio
A Roberts, HW Chung, G Mishra, A Levskaya, J Bradbury, D Andor, ...
Journal of Machine Learning Research 24 (377), 1-8, 2023
1102023
Emergent abilities of large language models. arXiv 2022
J Wei, Y Tay, R Bommasani, C Raffel, B Zoph, S Borgeaud, D Yogatama, ...
arXiv preprint arXiv:2206.07682, 0
57
Huai hsin Chi, F
J Wei, X Wang, D Schuurmans, M Bosma
Xia, Quoc Le, and Denny Zhou, 2022
522022
A framework for unsupervised spam detection in social networking sites
M Bosma, E Meij, W Weerkamp
European Conference on Information Retrieval, 364-375, 2012
522012
System and method for automatically selecting images to accompany text
M Heyward, M Bosma, S Brotherton, C DePue III, MEG Contreras, ...
US Patent 9,075,812, 2015
62015
Prompting Machine-Learned Models Using Chains of Thought
JW Wei, D Zhou, DE Schuurmans, QV Le, MP Bosma, EHH Chi, ...
US Patent App. 17/881,746, 2023
2023
Inflection-2
InflectionAI
https://inflection.ai/inflection-2, 2023
2023
Deterministic training of machine learning models
G Mishra, AJ Roberts, NM Shazeer, MP Bosma
US Patent App. 18/219,555, 2023
2023
Deterministic training of machine learning models
G Mishra, AJ Roberts, NM Shazeer, MP Bosma
US Patent App. 18/130,339, 2023
2023
Using Chains of Thought to Prompt Machine-Learned Models Pre-Trained on Diversified Objectives
JW Wei, D Zhou, X Wang, DE Schuurmans, QV Le, MP Bosma, EHH Chi, ...
US Patent App. 18/160,776, 2023
2023
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