Stephen Merity
Stephen Merity
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Pointer sentinel mixture models
S Merity, C Xiong, J Bradbury, R Socher
arXiv preprint arXiv:1609.07843, 2016
7662016
Regularizing and optimizing LSTM language models
S Merity, NS Keskar, R Socher
arXiv preprint arXiv:1708.02182, 2017
7642017
Dynamic memory networks for visual and textual question answering
C Xiong, S Merity, R Socher
International conference on machine learning, 2397-2406, 2016
6442016
Quasi-recurrent neural networks
J Bradbury, S Merity, C Xiong, R Socher
arXiv preprint arXiv:1611.01576, 2016
3572016
An analysis of neural language modeling at multiple scales
S Merity, NS Keskar, R Socher
arXiv preprint arXiv:1803.08240, 2018
1442018
Accurate argumentative zoning with maximum entropy models
S Merity, T Murphy, JR Curran
Proceedings of the 2009 Workshop on Text and Citation Analysis for Scholarly …, 2009
502009
Dynamic Memory Network
R Socher, A Kumar, O Irsoy, M Iyyer, C Xiong, S Merity, R Paulus
US Patent App. 15/170,884, 2016
372016
Revisiting activation regularization for language rnns
S Merity, B McCann, R Socher
arXiv preprint arXiv:1708.01009, 2017
312017
Dynamic Memory Network
R Socher, A Kumar, O Irsoy, M Iyyer, C Xiong, S Merity, R Paulus
US Patent App. 15/221,532, 2017
302017
Quasi-recurrent neural network
J Bradbury, SJ Merity, C Xiong, R Socher
US Patent App. 15/420,710, 2018
272018
Quasi-recurrent neural network based encoder-decoder model
J Bradbury, SJ Merity, C Xiong, R Socher
US Patent App. 15/420,801, 2018
262018
Single headed attention rnn: Stop thinking with your head
S Merity
arXiv preprint arXiv:1911.11423, 2019
242019
Pointer sentinel mixture architecture
SJ Merity, C Xiong, J Bradbury, R Socher
US Patent 10,565,493, 2020
232020
Domain specific language for generation of recurrent neural network architectures
SJ Merity, R Socher, J Bradbury, C Xiong
US Patent App. 15/953,265, 2018
172018
A flexible approach to automated rnn architecture generation
M Schrimpf, S Merity, J Bradbury, R Socher
arXiv preprint arXiv:1712.07316, 2017
132017
The NUGGET Non-Linear Piecewise Activation
S Merity
SIGBOVIK 2018, 57, 2018
22018
Frontier Pruning for Shift-Reduce CCG Parsing
S Merity, JR Curran
Proceedings of the Australasian Language Technology Association Workshop …, 2011
22011
Integrated Tagging and Pruning via Shift-Reduce CCG Parsing
S Merity
School of Information Technologies The University of Sydney, Australia Nov 7, 2011
22011
Quasi-recurrent neural network based encoder-decoder model
J Bradbury, SJ Merity, C Xiong, R Socher
US Patent App. 17/122,894, 2021
2021
Pointer sentinel mixture architecture
SJ Merity, C Xiong, J Bradbury, R Socher
US Patent App. 16/664,508, 2020
2020
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