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Noam Shazeer
Noam Shazeer
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Year
Attention is all you need
A Vaswani, N Shazeer, N Parmar, J Uszkoreit, L Jones, AN Gomez, ...
Advances in neural information processing systems 30, 2017
460242017
Exploring the limits of transfer learning with a unified text-to-text transformer.
C Raffel, N Shazeer, A Roberts, K Lee, S Narang, M Matena, Y Zhou, W Li, ...
J. Mach. Learn. Res. 21 (140), 1-67, 2020
38272020
Scheduled sampling for sequence prediction with recurrent neural networks
S Bengio, O Vinyals, N Jaitly, N Shazeer
Advances in neural information processing systems 28, 2015
16212015
Exploring the limits of language modeling
R Jozefowicz, O Vinyals, M Schuster, N Shazeer, Y Wu
arXiv preprint arXiv:1602.02410, 2016
10932016
Outrageously large neural networks: The sparsely-gated mixture-of-experts layer
N Shazeer, A Mirhoseini, K Maziarz, A Davis, Q Le, G Hinton, J Dean
arXiv preprint arXiv:1701.06538, 2017
9292017
Image transformer
N Parmar, A Vaswani, J Uszkoreit, L Kaiser, N Shazeer, A Ku, D Tran
International conference on machine learning, 4055-4064, 2018
8872018
End-to-end text-dependent speaker verification
G Heigold, I Moreno, S Bengio, N Shazeer
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
6092016
Generating wikipedia by summarizing long sequences
PJ Liu, M Saleh, E Pot, B Goodrich, R Sepassi, L Kaiser, N Shazeer
arXiv preprint arXiv:1801.10198, 2018
5422018
Tensor2tensor for neural machine translation
A Vaswani, S Bengio, E Brevdo, F Chollet, AN Gomez, S Gouws, L Jones, ...
arXiv preprint arXiv:1803.07416, 2018
4852018
Music transformer
CZA Huang, A Vaswani, J Uszkoreit, N Shazeer, I Simon, C Hawthorne, ...
arXiv preprint arXiv:1809.04281, 2018
3902018
Serving content-relevant advertisements with client-side device support
D Anderson, P Buchheit, JA Dean, GR Harik, CL Gonsalves, N Shazeer, ...
US Patent 8,086,559, 2011
3662011
Switch transformers: Scaling to trillion parameter models with simple and efficient sparsity
W Fedus, B Zoph, N Shazeer
3492021
Attention is all you need. arXiv 2017
A Vaswani, N Shazeer, N Parmar, J Uszkoreit, L Jones, AN Gomez, ...
arXiv preprint arXiv:1706.03762, 2017
3272017
Adafactor: Adaptive learning rates with sublinear memory cost
N Shazeer, M Stern
International Conference on Machine Learning, 4596-4604, 2018
3002018
One model to learn them all
L Kaiser, AN Gomez, N Shazeer, A Vaswani, N Parmar, L Jones, ...
arXiv preprint arXiv:1706.05137, 2017
2972017
How much knowledge can you pack into the parameters of a language model?
A Roberts, C Raffel, N Shazeer
arXiv preprint arXiv:2002.08910, 2020
2682020
Advances in neural information processing systems
A Vaswani, N Shazeer, N Parmar, J Uszkoreit, L Jones, AN Gomez, ...
Red Hook: Curran Associates, Inc, 5998-6008, 2017
2362017
Gshard: Scaling giant models with conditional computation and automatic sharding
D Lepikhin, HJ Lee, Y Xu, D Chen, O Firat, Y Huang, M Krikun, N Shazeer, ...
arXiv preprint arXiv:2006.16668, 2020
2202020
Mesh-tensorflow: Deep learning for supercomputers
N Shazeer, Y Cheng, N Parmar, D Tran, A Vaswani, P Koanantakool, ...
Advances in neural information processing systems 31, 2018
2182018
Using concepts for ad targeting
R Koningstein, V Spitkovsky, G Harik, N Shazeer
US Patent App. 10/721,010, 2005
1872005
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