Romain Paulus
Romain Paulus
Founding Engineer, You.com
Verified email at you.com
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Ask me anything: Dynamic memory networks for natural language processing
A Kumar, O Irsoy, P Ondruska, M Iyyer, J Bradbury, I Gulrajani, V Zhong, ...
International conference on machine learning, 1378-1387, 2016
10762016
A deep reinforced model for abstractive summarization
R Paulus, C Xiong, R Socher
arXiv preprint arXiv:1705.04304, 2017
9542017
Improving abstraction in text summarization
W Kryściński, R Paulus, C Xiong, R Socher
arXiv preprint arXiv:1808.07913, 2018
812018
Global belief recursive neural networks
R Paulus, R Socher, CD Manning
Advances in Neural Information Processing Systems 27, 2888-2896, 2014
532014
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
Deep reinforced model for abstractive summarization
R Paulus
US Patent 10,474,709, 2019
322019
Co-search: Covid-19 information retrieval with semantic search, question answering, and abstractive summarization
A Esteva, A Kale, R Paulus, K Hashimoto, W Yin, D Radev, R Socher
arXiv preprint arXiv:2006.09595, 2020
312020
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
Abstraction of text summarization
R Paulus, W Kryscinski, C Xiong
US Patent 10,909,157, 2021
32021
Deep reinforced model for abstractive summarization
R Paulus
US Patent 10,521,465, 2019
22019
COVID-19 information retrieval with deep-learning based semantic search, question answering, and abstractive summarization
A Esteva, A Kale, R Paulus, K Hashimoto, W Yin, D Radev, R Socher
NPJ digital medicine 4 (1), 1-9, 2021
12021
Deep reinforced model for abstractive summarization
R Paulus
US Patent 11,003,704, 2021
2021
Tackling the Limits of Deep Learning for NLP
R Socher, C Xiong, R Paulus, S Merity, J Bradbury, V Zhong
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