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Nitish Shirish Keskar
Nitish Shirish Keskar
OpenAI
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Gpt-4 technical report
J Achiam, S Adler, S Agarwal, L Ahmad, I Akkaya, FL Aleman, D Almeida, ...
arXiv preprint arXiv:2303.08774, 2023
11782*2023
On large-batch training for deep learning: Generalization gap and sharp minima
NS Keskar, D Mudigere, J Nocedal, M Smelyanskiy, PTP Tang
arXiv preprint arXiv:1609.04836, 2016
39232016
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
14252022
Regularizing and optimizing LSTM language models
S Merity, NS Keskar, R Socher
arXiv preprint arXiv:1708.02182, 2017
13952017
Ctrl: A conditional transformer language model for controllable generation
NS Keskar, B McCann, LR Varshney, C Xiong, R Socher
arXiv preprint arXiv:1909.05858, 2019
13672019
Improving generalization performance by switching from adam to sgd
NS Keskar, R Socher
arXiv preprint arXiv:1712.07628, 2017
7462017
The natural language decathlon: Multitask learning as question answering
B McCann, NS Keskar, C Xiong, R Socher
arXiv preprint arXiv:1806.08730, 2018
7132018
Neural text summarization: A critical evaluation
W Kryściński, NS Keskar, B McCann, C Xiong, R Socher
arXiv preprint arXiv:1908.08960, 2019
4422019
Gedi: Generative discriminator guided sequence generation
B Krause, AD Gotmare, B McCann, NS Keskar, S Joty, R Socher, ...
arXiv preprint arXiv:2009.06367, 2020
3992020
Gpt-4o system card
A Hurst, A Lerer, AP Goucher, A Perelman, A Ramesh, A Clark, AJ Ostrow, ...
arXiv preprint arXiv:2410.21276, 2024
3752024
A closer look at deep learning heuristics: Learning rate restarts, warmup and distillation
A Gotmare, NS Keskar, C Xiong, R Socher
arXiv preprint arXiv:1810.13243, 2018
3602018
Progen: Language modeling for protein generation
A Madani, B McCann, N Naik, NS Keskar, N Anand, RR Eguchi, ...
arXiv preprint arXiv:2004.03497, 2020
3132020
Deep learning-enabled breast cancer hormonal receptor status determination from base-level H&E stains
N Naik, A Madani, A Esteva, NS Keskar, MF Press, D Ruderman, DB Agus, ...
Nature communications 11 (1), 5727, 2020
2272020
An analysis of neural language modeling at multiple scales
S Merity, NS Keskar, R Socher
arXiv preprint arXiv:1803.08240, 2018
1992018
Weighted transformer network for machine translation
K Ahmed, NS Keskar, R Socher
arXiv preprint arXiv:1711.02132, 2017
1712017
Balancing communication and computation in distributed optimization
AS Berahas, R Bollapragada, NS Keskar, E Wei
IEEE Transactions on Automatic Control 64 (8), 3141-3155, 2018
1362018
On large-batch training for deep learning: Generalization gap and sharp minima. arXiv 2016
NS Keskar, D Mudigere, J Nocedal, M Smelyanskiy, PTP Tang
arXiv preprint arXiv:1609.04836, 2016
1232016
Sequence-to-sequence prediction using a neural network model
NS Keskar, K Ahmed, R Socher
US Patent 11,928,600, 2024
1172024
Multitask learning as question answering
NS Keskar, B McCann, C Xiong, R Socher
US Patent 11,501,076, 2022
922022
Xlda: Cross-lingual data augmentation for natural language inference and question answering
J Singh, B McCann, NS Keskar, C Xiong, R Socher
arXiv preprint arXiv:1905.11471, 2019
912019
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