Illia Polosukhin

According to our database, Illia Polosukhin authored at least 10 papers between 2016 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2019

Natural Questions: a Benchmark for Question Answering Research.

Tom Kwiatkowski, Jennimaria Palomaki, Olivia Redfield, Michael Collins, Ankur P. Parikh, Chris Alberti, Danielle Epstein, Illia Polosukhin, Jacob Devlin, Kenton Lee, Kristina Toutanova, Llion Jones, Matthew Kelcey, Ming-Wei Chang, Andrew M. Dai, Jakob Uszkoreit, Quoc Le, Slav Petrov

Trans. Assoc. Comput. Linguistics, 2019

2018

NAPS: Natural Program Synthesis Dataset.

Maksym Zavershynskyi, Alexander Skidanov, Illia Polosukhin

CoRR, 2018

Improving Neural Program Synthesis with Inferred Execution Traces.

Richard Shin, Illia Polosukhin, Dawn Song

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Towards Specification-Directed Program Repair.

Richard Shin, Illia Polosukhin, Dawn Song

Proceedings of the 6th International Conference on Learning Representations, 2018

Neural Program Search: Solving Programming Tasks from Description and Examples.

Illia Polosukhin, Alexander Skidanov

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Attention is All you Need.

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

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

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

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

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Coarse-to-Fine Question Answering for Long Documents.

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

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

Hierarchical Question Answering for Long Documents.

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

CoRR, 2016

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

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, 2016