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Zero-Shot Entity Linking by Reading Entity Descriptions


Jun 18, 2019
Lajanugen Logeswaran, Ming-Wei Chang, Kenton Lee, Kristina Toutanova, Jacob Devlin, Honglak Lee

* ACL 2019 

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Synthetic QA Corpora Generation with Roundtrip Consistency


Jun 12, 2019
Chris Alberti, Daniel Andor, Emily Pitler, Jacob Devlin, Michael Collins


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Language Model Pre-training for Hierarchical Document Representations


Jan 26, 2019
Ming-Wei Chang, Kristina Toutanova, Kenton Lee, Jacob Devlin


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BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding


Oct 11, 2018
Jacob Devlin, Ming-Wei Chang, Kenton Lee, Kristina Toutanova

* 13 pages 

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Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis


May 22, 2018
Rudy Bunel, Matthew Hausknecht, Jacob Devlin, Rishabh Singh, Pushmeet Kohli

* ICLR 2018 

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Universal Neural Machine Translation for Extremely Low Resource Languages


Apr 17, 2018
Jiatao Gu, Hany Hassan, Jacob Devlin, Victor O. K. Li

* NAACL-HLT 2018 

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Semantic Code Repair using Neuro-Symbolic Transformation Networks


Oct 30, 2017
Jacob Devlin, Jonathan Uesato, Rishabh Singh, Pushmeet Kohli


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Neural Program Meta-Induction


Oct 11, 2017
Jacob Devlin, Rudy Bunel, Rishabh Singh, Matthew Hausknecht, Pushmeet Kohli

* 8 Pages + 1 page appendix 

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Sharp Models on Dull Hardware: Fast and Accurate Neural Machine Translation Decoding on the CPU


May 04, 2017
Jacob Devlin


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RobustFill: Neural Program Learning under Noisy I/O


Mar 21, 2017
Jacob Devlin, Jonathan Uesato, Surya Bhupatiraju, Rishabh Singh, Abdel-rahman Mohamed, Pushmeet Kohli

* 8 pages + 9 pages of supplementary material 

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Generating Natural Questions About an Image


Jun 09, 2016
Nasrin Mostafazadeh, Ishan Misra, Jacob Devlin, Margaret Mitchell, Xiaodong He, Lucy Vanderwende

* Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics 

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Visual Storytelling


Apr 13, 2016
Ting-Hao, Huang, Francis Ferraro, Nasrin Mostafazadeh, Ishan Misra, Aishwarya Agrawal, Jacob Devlin, Ross Girshick, Xiaodong He, Pushmeet Kohli, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh, Lucy Vanderwende, Michel Galley, Margaret Mitchell

* to appear in NAACL 2016 

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Detecting Interrogative Utterances with Recurrent Neural Networks


Nov 16, 2015
Junyoung Chung, Jacob Devlin, Hany Hassan Awadalla

* 6 pages, accepted to NIPS 2015 Workshop on Machine Learning for Spoken Language Understanding and Interaction 

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Language Models for Image Captioning: The Quirks and What Works


Oct 14, 2015
Jacob Devlin, Hao Cheng, Hao Fang, Saurabh Gupta, Li Deng, Xiaodong He, Geoffrey Zweig, Margaret Mitchell

* See http://research.microsoft.com/en-us/projects/image_captioning for project information 

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A Survey of Current Datasets for Vision and Language Research


Aug 19, 2015
Francis Ferraro, Nasrin Mostafazadeh, Ting-Hao, Huang, Lucy Vanderwende, Jacob Devlin, Michel Galley, Margaret Mitchell

* To appear in EMNLP 2015, short proceedings. Dataset analysis and discussion expanded, including an initial examination into reporting bias for one of them. F.F. and N.M. contributed equally to this work 

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Statistical Machine Translation Features with Multitask Tensor Networks


Jun 01, 2015
Hendra Setiawan, Zhongqiang Huang, Jacob Devlin, Thomas Lamar, Rabih Zbib, Richard Schwartz, John Makhoul

* 11 pages (9 content + 2 references), 2 figures, accepted to ACL 2015 as a long paper 

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Exploring Nearest Neighbor Approaches for Image Captioning


May 17, 2015
Jacob Devlin, Saurabh Gupta, Ross Girshick, Margaret Mitchell, C. Lawrence Zitnick


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