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Maarten Bosma
Maarten Bosma
Microsoft AI
Verified email at microsoft.com
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
58292022
PaLM: Scaling Language Modeling with Pathways
A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ...
Journal of Machine Learning Research, 2023
38082023
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
22352021
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
2045*2022
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
12882022
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
8162022
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
7702021
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
499*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
4272021
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
1232023
A framework for unsupervised spam detection in social networking sites
M Bosma, E Meij, W Weerkamp
European Conference on Information Retrieval, 364-375, 2012
532012
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
Inflection-1
Inflection-AI
https://inflection.ai/assets/Inflection-1.pdf, 2023
3*2023
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
Inflection-AI
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
Performing machine learning tasks using instruction-tuned neural networks
JW Wei, MP Bosma, Y Zhao, K Gu, QV Le
US Patent App. 17/561,581, 2023
2023
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