Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
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 

  Access Paper or Ask Questions

Synthetic QA Corpora Generation with Roundtrip Consistency

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


  Access Paper or Ask Questions

Language Model Pre-training for Hierarchical Document Representations

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


  Access Paper or Ask Questions

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

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

* 13 pages 

  Access Paper or Ask Questions

Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis

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

* ICLR 2018 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Semantic Code Repair using Neuro-Symbolic Transformation Networks

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


  Access Paper or Ask Questions

Neural Program Meta-Induction

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

* 8 Pages + 1 page appendix 

  Access Paper or Ask Questions

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

May 04, 2017
Jacob Devlin


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Exploring Nearest Neighbor Approaches for Image Captioning

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


  Access Paper or Ask Questions