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 | 7202 | 2022 |
PaLM: Scaling Language Modeling with Pathways A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ... Journal of Machine Learning Research, 2023 | 4281 | 2023 |
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 | 2593 | 2021 |
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 | 2400* | 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 | 1412 | 2022 |
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 | 937 | 2021 |
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 | 926 | 2022 |
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 | 567* | 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 | 464 | 2021 |
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 | 134 | 2023 |
Chi J Wei, X Wang, D Schuurmans, M Bosma, B Ichter, F Xia Jiaying Liu, Qi Tian, and Alan L Yuille, Iterative reorganization with weak …, 2019 | 70 | 2019 |
Chain of thought prompting elicits reasoning in large language models (2022) J Wei, X Wang, D Schuurmans, M Bosma, B Ichter, F Xia, E Chi, Q Le, ... arXiv preprint arXiv:2201.11903, 2024 | 58 | 2024 |
A framework for unsupervised spam detection in social networking sites M Bosma, E Meij, W Weerkamp European Conference on Information Retrieval, 364-375, 2012 | 53 | 2012 |
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 | 6 | 2015 |
Inflection-1 Inflection-AI https://inflection.ai/assets/Inflection-1.pdf, 2023 | 5* | 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 | 1 | 2023 |
Deterministic training of machine learning models G Mishra, AJ Roberts, MP Bosma, NM Shazeer US Patent 12,014,276, 2024 | | 2024 |
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. 18/130,339, 2023 | | 2023 |