Link Prediction using Embedded Knowledge Graphs
Yelong Shen, Po-Sen Huang, Ming-Wei Chang, Jianfeng Gao
arXiv | April 2018
Publications
Publications by Year
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Language-Based Image Editing with Recurrent Attentive Models
Jianbo Chen, Yelong Shen, Jianfeng Gao, Xiaodong Liu, Jingjing Liu, Jianfeng Gao
MSR-TR-2017-50 | December 2017
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Stochastic Answer Networks for Machine Reading Comprehension
Jianfeng Gao, Xiaodong Liu, Yelong Shen, Kevin Duh
MSR-TR-2017-51 | December 2017
ReasoNet: Learning to Stop Reading in Machine Comprehension
Yelong Shen, Po-Sen Huang, Jianfeng Gao, Weizhu Chen, Weizhu Chen
23rd SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) | August 2017
Introduction to Deep Learning for Natural Language Processing (Tutorial at DeepLearning2017 summer school in Bilbao)
MSR-TR-2017-36 | July 2017
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MS MARCO: A Human Generated MAchine Reading COmprehension Dataset
Tri Nguyen, Mir Rosenberg, Xia Song, Jianfeng Gao, Saurabh Tiwary, Rangan Majumder, Li Deng
November 2016
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Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base
Scott Wen-tau Yih, Ming-Wei Chang, Xiaodong He, Jianfeng Gao
Proceedings of the Joint Conference of the 53rd Annual Meeting of the ACL and the 7th International Joint Conference on Natural Language Processing of the AFNLP | July 2015
Outstanding Paper Award
Embedding Entities and Relations for Learning and Inference in Knowledge Bases
Bishan Yang, Scott Wen-tau Yih, Xiaodong He, Jianfeng Gao, Li Deng
Proceedings of the International Conference on Learning Representations (ICLR) 2015 | May 2015
Publications by Research Area
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Link Prediction using Embedded Knowledge Graphs
Yelong Shen, Po-Sen Huang, Ming-Wei Chang, Jianfeng Gao
arXiv | April 2018
Language-Based Image Editing with Recurrent Attentive Models
Jianbo Chen, Yelong Shen, Jianfeng Gao, Xiaodong Liu, Jingjing Liu, Jianfeng Gao
MSR-TR-2017-50 | December 2017
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Stochastic Answer Networks for Machine Reading Comprehension
Jianfeng Gao, Xiaodong Liu, Yelong Shen, Kevin Duh
MSR-TR-2017-51 | December 2017
ReasoNet: Learning to Stop Reading in Machine Comprehension
Yelong Shen, Po-Sen Huang, Jianfeng Gao, Weizhu Chen, Weizhu Chen
23rd SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) | August 2017
Introduction to Deep Learning for Natural Language Processing (Tutorial at DeepLearning2017 summer school in Bilbao)
MSR-TR-2017-36 | July 2017
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset
Tri Nguyen, Mir Rosenberg, Xia Song, Jianfeng Gao, Saurabh Tiwary, Rangan Majumder, Li Deng
November 2016
Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base
Scott Wen-tau Yih, Ming-Wei Chang, Xiaodong He, Jianfeng Gao
Proceedings of the Joint Conference of the 53rd Annual Meeting of the ACL and the 7th International Joint Conference on Natural Language Processing of the AFNLP | July 2015
Outstanding Paper Award
Embedding Entities and Relations for Learning and Inference in Knowledge Bases
Bishan Yang, Scott Wen-tau Yih, Xiaodong He, Jianfeng Gao, Li Deng
Proceedings of the International Conference on Learning Representations (ICLR) 2015 | May 2015
-
Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base
Scott Wen-tau Yih, Ming-Wei Chang, Xiaodong He, Jianfeng Gao
Proceedings of the Joint Conference of the 53rd Annual Meeting of the ACL and the 7th International Joint Conference on Natural Language Processing of the AFNLP | July 2015
Outstanding Paper Award
Publications by Type
-
Language-Based Image Editing with Recurrent Attentive Models
Jianbo Chen, Yelong Shen, Jianfeng Gao, Xiaodong Liu, Jingjing Liu, Jianfeng Gao
MSR-TR-2017-50 | December 2017
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Stochastic Answer Networks for Machine Reading Comprehension
Jianfeng Gao, Xiaodong Liu, Yelong Shen, Kevin Duh
MSR-TR-2017-51 | December 2017
Introduction to Deep Learning for Natural Language Processing (Tutorial at DeepLearning2017 summer school in Bilbao)
MSR-TR-2017-36 | July 2017
-
Link Prediction using Embedded Knowledge Graphs
Yelong Shen, Po-Sen Huang, Ming-Wei Chang, Jianfeng Gao
arXiv | April 2018
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset
Tri Nguyen, Mir Rosenberg, Xia Song, Jianfeng Gao, Saurabh Tiwary, Rangan Majumder, Li Deng
November 2016
-
ReasoNet: Learning to Stop Reading in Machine Comprehension
Yelong Shen, Po-Sen Huang, Jianfeng Gao, Weizhu Chen, Weizhu Chen
23rd SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) | August 2017
Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base
Scott Wen-tau Yih, Ming-Wei Chang, Xiaodong He, Jianfeng Gao
Proceedings of the Joint Conference of the 53rd Annual Meeting of the ACL and the 7th International Joint Conference on Natural Language Processing of the AFNLP | July 2015
Outstanding Paper Award
Embedding Entities and Relations for Learning and Inference in Knowledge Bases
Bishan Yang, Scott Wen-tau Yih, Xiaodong He, Jianfeng Gao, Li Deng
Proceedings of the International Conference on Learning Representations (ICLR) 2015 | May 2015
People
Weizhu Chen
Vice President
Jianfeng Gao
Distinguished Scientist & Vice President
Xiaodong Liu
Senior Principal Researcher
Kevin Duh
Assistant Research Professor
Johns Hopkins University