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NAPS: Natural Program Synthesis Dataset


Jul 06, 2018
Maksym Zavershynskyi, Alex Skidanov, Illia Polosukhin

* 4 pages, 5 tables in 2nd Workshop on Neural Abstract Machines & Program Induction (NAMPI), @ICML 2018 

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Neural Program Search: Solving Programming Tasks from Description and Examples


Feb 12, 2018
Illia Polosukhin, Alexander Skidanov

* 9 pages, 3 figures, ICLR workshop 

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Attention Is All You Need


Dec 06, 2017
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, Illia Polosukhin

* 15 pages, 5 figures 

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TensorFlow Estimators: Managing Simplicity vs. Flexibility in High-Level Machine Learning Frameworks


Aug 08, 2017
Heng-Tze Cheng, Zakaria Haque, Lichan Hong, Mustafa Ispir, Clemens Mewald, Illia Polosukhin, Georgios Roumpos, D Sculley, Jamie Smith, David Soergel, Yuan Tang, Philipp Tucker, Martin Wicke, Cassandra Xia, Jianwei Xie

* 8 pages, Appeared at KDD 2017, August 13--17, 2017, Halifax, NS, Canada 

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WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia


Mar 15, 2017
Daniel Hewlett, Alexandre Lacoste, Llion Jones, Illia Polosukhin, Andrew Fandrianto, Jay Han, Matthew Kelcey, David Berthelot

* Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2016, pp. 1535-1545 

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Hierarchical Question Answering for Long Documents


Feb 08, 2017
Eunsol Choi, Daniel Hewlett, Alexandre Lacoste, Illia Polosukhin, Jakob Uszkoreit, Jonathan Berant


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