Illia Polosukhin

Generating author description...

All published works

Action	Title	Year	Authors
+	NAPS: Natural Program Synthesis Dataset.	2018	Maksym Zavershynskyi Alexander Skidanov Illia Polosukhin
+	Neural Program Search: Solving Programming Tasks from Description and Examples	2018	Illia Polosukhin Alexander Skidanov
+	Neural Program Search: Solving Programming Tasks from Description and Examples.	2018	Illia Polosukhin Alexander Skidanov
+	NAPS: Natural Program Synthesis Dataset	2018	Maksym Zavershynskyi Alex Skidanov Illia Polosukhin
+	Neural Program Search: Solving Programming Tasks from Description and Examples	2018	Illia Polosukhin Alexander Skidanov
+	TensorFlow Estimators: Managing Simplicity vs. Flexibility in High-Level Machine Learning Frameworks	2017	Heng-Tze Cheng Zakaria Haque Lichan Hong Mustafa Ispir Clemens Mewald Illia Polosukhin Georgios Roumpos D. Sculley Jamie Smith David Soergel
+ PDF Chat	TensorFlow Estimators: Managing Simplicity vs. Flexibility in High-Level Machine Learning Frameworks	2017	Heng-Tze Cheng Zakaria Haque Lichan Hong Mustafa Ispir Clemens Mewald Illia Polosukhin Georgios Roumpos D. Sculley Jamie Smith David Soergel
+	TensorFlow Estimators	2017	Heng-Tze Cheng Zakaria Haque Lichan Hong Mustafa Ispir Clemens Mewald Illia Polosukhin Georgios Roumpos D. Sculley Jamie Smith David Soergel
+	Attention is All you Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin
+	Attention Is All You Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin
+	Hierarchical Question Answering for Long Documents	2016	Eunsol Choi Daniel Hewlett Alexandre Lacoste Illia Polosukhin Jakob Uszkoreit Jonathan Berant
+	WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia	2016	Daniel Hewlett Alexandre Lacoste Llion Jones Illia Polosukhin Andrew Fandrianto Jay J. Han Matthew Kelcey David Berthelot
+ PDF Chat	WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia	2016	Daniel Hewlett Alexandre Lacoste Llion Jones Illia Polosukhin Andrew Fandrianto Jay J. Han Matthew Kelcey David Berthelot
+	WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia	2016	Daniel Hewlett Alexandre Lacoste Llion Jones Illia Polosukhin Andrew Fandrianto Jay J. Han Matthew Kelcey David Berthelot
+	Hierarchical Question Answering for Long Documents	2016	Eunsol Choi Daniel Hewlett Alexandre Lacoste Illia Polosukhin Jakob Uszkoreit Jonathan Berant

Common Coauthors

Coauthor	Papers Together
Llion Jones	5
Daniel Hewlett	5
Alexandre Lacoste	5
Jakob Uszkoreit	4
Alexander Skidanov	4
Xie Jian-wei	3
Georgios Roumpos	3
Clemens Mewald	3
Yuan Tang	3
Lichan Hong	3
Philipp Tucker	3
Mustafa Ispir	3
Andrew Fandrianto	3
Zakaria Haque	3
Heng-Tze Cheng	3
D. Sculley	3
Jamie Smith	3
Cassandra Xia	3
Jay J. Han	3
Matthew Kelcey	3
Martin Wicke	3
David Berthelot	3
David Soergel	3
Ashish Vaswani	2
Maksym Zavershynskyi	2
Noam Shazeer	2
Łukasz Kaiser	2
Eunsol Choi	2
Jonathan Berant	2
Aidan N. Gomez	2
Niki Parmar	2
Alex Skidanov	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks	2015	Jason Weston Antoine Bordes Sumit Chopra Alexander M. Rush Bart van Merriënboer Armand Joulin Tomáš Mikolov	3
+	MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems	2015	Tianqi Chen Mu Li Yutian Li Min Lin Naiyan Wang Minjie Wang Tianjun Xiao Bing Xu Chiyuan Zhang Zheng Zhang	3
+	TensorFlow: A system for large-scale machine learning	2016	Martı́n Abadi Paul Barham Jianmin Chen Zhifeng Chen Andy Davis Jay B. Dean Matthieu Devin Sanjay Ghemawat Geoffrey Irving Michael Isard	3
+ PDF Chat	Effective Approaches to Attention-based Neural Machine Translation	2015	Thang Luong Hieu Pham Christopher D. Manning	2
+	Blocks and Fuel: Frameworks for deep learning	2015	Bart van Merriënboer Dzmitry Bahdanau Vincent Dumoulin Dmitriy Serdyuk David Warde-Farley Jan Chorowski Yoshua Bengio	2
+	Teaching Machines to Read and Comprehend	2015	Karl Moritz Hermann Tomáš Kočiský Edward Grefenstette Lasse Espeholt Will Kay Mustafa Suleyman Phil Blunsom	2
+	Semi-supervised Sequence Learning	2015	Andrew M. Dai Quoc V. Le	2
+	Wide & Deep Learning for Recommender Systems	2016	Heng-Tze Cheng Levent Koç Jeremiah Harmsen Tal Shaked Tushar Chandra Hrishi Aradhye Glen Anderson Greg S. Corrado Wei Koong Chai Mustafa Ispir	2
+	Addressing the Rare Word Problem in Neural Machine Translation	2015	Thang Luong Ilya Sutskever Quoc V. Le Oriol Vinyals Wojciech Zaremba	2
+	Learning a Natural Language Interface with Neural Programmer	2016	Arvind Neelakantan Quoc V. Le Martı́n Abadi Andrew McCallum Dario Amodei	2
+	MLlib: Machine Learning in Apache Spark	2015	Xiangrui Meng Joseph K. Bradley Burak Yavuz Evan Sparks Shivaram Venkataraman Davies Liu Jeremy Freeman DB Tsai Manish Amde Sean Owen	2
+	Recurrent Convolutional Neural Networks for Discourse Compositionality	2013	Nal Kalchbrenner Phil Blunsom	2
+	Latent Predictor Networks for Code Generation	2016	Ling Wang Edward Grefenstette Karl Moritz Hermann Tomáš Kočiský Andrew Senior Fumin Wang Phil Blunsom	2
+	Neural Machine Translation by Jointly Learning to Align and Translate	2014	Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio	2
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	2
+	Neural Machine Translation by Jointly Learning to Align and Translate	2015	Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio	2
+	XGBoost	2016	Tianqi Chen Carlos Guestrin	2
+	Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation	2014	Kyunghyun Cho Bart van Merriënboer Çaǧlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio	2
+	Neural GPUs Learn Algorithms	2015	Łukasz Kaiser Ilya Sutskever	2
+	Generating Sequences With Recurrent Neural Networks	2013	Alex Graves	2
+	Deep API Programmer: Learning to Program with APIs	2017	Surya Bhupatiraju Rishabh Singh Abdelrahman Mohamed Pushmeet Kohli	2
+	End-To-End Memory Networks	2015	Sainbayar Sukhbaatar Arthur Szlam Jason Weston Rob Fergus	2
+	TerpreT: A Probabilistic Programming Language for Program Induction	2016	Alexander L. Gaunt Marc Brockschmidt Rishabh Singh Nate Kushman Pushmeet Kohli Jonathan M. Taylor Daniel Tarlow	1
+	Who did What: A Large-Scale Person-Centered Cloze Dataset	2016	Takeshi Onishi Hai Wang Mohit Bansal Kevin Gimpel David McAllester	1
+	Deep Reinforcement Learning for Mention-Ranking Coreference Models	2016	Kevin Clark Christopher D. Manning	1
+	Dynamic Coattention Networks For Question Answering	2016	Caiming Xiong Victor W. Zhong Richard Socher	1
+	Query-Reduction Networks for Question Answering	2016	Minjoon Seo Sewon Min Ali Farhadi Hannaneh Hajishirzi	1
+	Multi-Perspective Context Matching for Machine Comprehension	2016	Zhiguo Wang Haitao Mi Wael Hamza Radu Florian	1
+	On-the-fly Operation Batching in Dynamic Computation Graphs	2017	Graham Neubig Yoav Goldberg Chris Dyer	1
+	Neural Program Search: Solving Programming Tasks from Description and Examples	2018	Illia Polosukhin Alexander Skidanov	1
+	A Convolutional Neural Network for Modelling Sentences	2014	Nal Kalchbrenner Edward Grefenstette Phil Blunsom	1
+	Distributed Representations of Sentences and Documents	2014	Quoc V. Le Tomáš Mikolov	1
+	Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets	2015	Armand Joulin Tomáš Mikolov	1
+	NewsQA: A Machine Comprehension Dataset	2016	Adam Trischler Tong Wang Xingdi Yuan Justin Harris Alessandro Sordoni Philip Bachman Kaheer Suleman	1
+	Language Understanding for Text-based Games Using Deep Reinforcement Learning	2015	Karthik Narasimhan Tejas Kulkarni Regina Barzilay	1
+	Distributed Representations of Words and Phrases and their Compositionality	2013	Tomáš Mikolov Ilya Sutskever Kai Chen Greg S. Corrado Jay B. Dean	1
+	Show, Attend and Tell: Neural Image Caption Generation with Visual Attention	2015	Kelvin Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov Richard S. Zemel Yoshua Bengio	1
+	Neural Turing Machines	2014	Alex Graves Greg Wayne Ivo Danihelka	1
+	Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision	2016	Liang Chen Jonathan Berant Quoc V. Le Kenneth D. Forbus Ni Lao	1
+	Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation	2014	Kyunghyun Cho Bart van Merriënboer Çaǧlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio	1
+	WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia	2016	Daniel Hewlett Alexandre Lacoste Llion Jones Illia Polosukhin Andrew Fandrianto Jay J. Han Matthew Kelcey David Berthelot	1
+	MS MARCO: A Human Generated MAchine Reading COmprehension Dataset	2016	Payal Bajaj Daniel Campos Nick Craswell Li Deng Jianfeng Gao Xiaodong Liu Rangan Majumder Andrew McNamara Bhaskar Mitra Tri Gia Nguyen	1
+	Wide & Deep Learning for Recommender Systems	2016	Heng-Tze Cheng Levent Koç Jeremiah Harmsen Tal Shaked Tushar Chandra Hrishi Aradhye Glen Anderson Greg S. Corrado Wei Koong Chai Mustafa Ispir	1
+	Neural Summarization by Extracting Sentences and Words	2016	Jianpeng Cheng Mirella Lapata	1
+	Natural Language Processing (almost) from Scratch	2011	Ronan Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa	1
+	A Parallel-Hierarchical Model for Machine Comprehension on Sparse Data	2016	Adam Trischler Ye Zheng Xingdi Yuan Jing He Phillip Bachman Kaheer Suleman	1
+ PDF Chat	Abstract Syntax Networks for Code Generation and Semantic Parsing	2017	Maxim Rabinovich Mitchell Stern Dan Klein	1
+	A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning	2010	Stéphane Ross Geoffrey J. Gordon J. Andrew Bagnell	1
+	Character-level Convolutional Networks for Text Classification	2015	Xiang Zhang Junbo Zhao Yann LeCun	1
+ PDF Chat	Text Understanding with the Attention Sum Reader Network	2016	Rudolf Kadlec Martin Schmid Ondřej Bajgar Jan Kleindienst	1