Introduction to Deep Learning for Natural Language Processing (Tutorial at DeepLearning2017 summer school in Bilbao)
MSR-TR-2017-36 | July 2017
Publications
Publications by Year
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Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval [IEEE Signal Processing Society 2018 Best Paper award]
Hamid Palangi, Li Deng, Yelong Shen, Jianfeng Gao, Xiaodong He, Jianshu Chen, Xinying Song, Rabab Ward
IEEE/ACM Transactions on Audio, Speech, and Language Processing | January 2016, Vol 24: pp. 694
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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
From Captions to Visual Concepts and Back
Hao Fang, Saurabh Gupta, Forrest Iandola, Rupesh Srivastava, Li Deng, Piotr Dollar, Jianfeng Gao, Xiaodong He, Margaret Mitchell, John Platt, Larry Zitnick, Geoffrey Zweig
CVPR 2015 | June 2015
Tied for 1st Prize
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A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval
Yelong Shen, Xiaodong He, Jianfeng Gao, Li Deng, Gregoire Mesnil
CIKM | November 2014
Modeling Interestingness with Deep Neural Networks
Jianfeng Gao, Patrick Pantel, Michael Gamon, Xiaodong He, Li Deng
MSR-TR-2014-56 | October 2014
Semantic Parsing for Single-Relation Question Answering
Scott Wen-tau Yih, Xiaodong He, Chris Meek
Proceedings of ACL | June 2014
Learning Semantic Representations Using Convolutional Neural Networks for Web Search
Yelong Shen, Xiaodong He, Jianfeng Gao, Li Deng, Gregoire Mesnil
April 2014
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Learning Deep Structured Semantic Models for Web Search using Clickthrough Data
Po-Sen Huang, Xiaodong He, Jianfeng Gao, Li Deng, Alex Acero, Larry Heck
October 2013
Publications by Research Area
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Introduction to Deep Learning for Natural Language Processing (Tutorial at DeepLearning2017 summer school in Bilbao)
MSR-TR-2017-36 | July 2017
Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval [IEEE Signal Processing Society 2018 Best Paper award]
Hamid Palangi, Li Deng, Yelong Shen, Jianfeng Gao, Xiaodong He, Jianshu Chen, Xinying Song, Rabab Ward
IEEE/ACM Transactions on Audio, Speech, and Language Processing | January 2016, Vol 24: pp. 694
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
From Captions to Visual Concepts and Back
Hao Fang, Saurabh Gupta, Forrest Iandola, Rupesh Srivastava, Li Deng, Piotr Dollar, Jianfeng Gao, Xiaodong He, Margaret Mitchell, John Platt, Larry Zitnick, Geoffrey Zweig
CVPR 2015 | June 2015
Tied for 1st Prize
A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval
Yelong Shen, Xiaodong He, Jianfeng Gao, Li Deng, Gregoire Mesnil
CIKM | November 2014
Modeling Interestingness with Deep Neural Networks
Jianfeng Gao, Patrick Pantel, Michael Gamon, Xiaodong He, Li Deng
MSR-TR-2014-56 | October 2014
Semantic Parsing for Single-Relation Question Answering
Scott Wen-tau Yih, Xiaodong He, Chris Meek
Proceedings of ACL | June 2014
Learning Deep Structured Semantic Models for Web Search using Clickthrough Data
Po-Sen Huang, Xiaodong He, Jianfeng Gao, Li Deng, Alex Acero, Larry Heck
October 2013
-
Modeling Interestingness with Deep Neural Networks
Jianfeng Gao, Patrick Pantel, Michael Gamon, Xiaodong He, Li Deng
MSR-TR-2014-56 | October 2014
-
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
From Captions to Visual Concepts and Back
Hao Fang, Saurabh Gupta, Forrest Iandola, Rupesh Srivastava, Li Deng, Piotr Dollar, Jianfeng Gao, Xiaodong He, Margaret Mitchell, John Platt, Larry Zitnick, Geoffrey Zweig
CVPR 2015 | June 2015
Tied for 1st Prize
A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval
Yelong Shen, Xiaodong He, Jianfeng Gao, Li Deng, Gregoire Mesnil
CIKM | November 2014
Semantic Parsing for Single-Relation Question Answering
Scott Wen-tau Yih, Xiaodong He, Chris Meek
Proceedings of ACL | June 2014
Learning Deep Structured Semantic Models for Web Search using Clickthrough Data
Po-Sen Huang, Xiaodong He, Jianfeng Gao, Li Deng, Alex Acero, Larry Heck
October 2013
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From Captions to Visual Concepts and Back
Hao Fang, Saurabh Gupta, Forrest Iandola, Rupesh Srivastava, Li Deng, Piotr Dollar, Jianfeng Gao, Xiaodong He, Margaret Mitchell, John Platt, Larry Zitnick, Geoffrey Zweig
CVPR 2015 | June 2015
Tied for 1st Prize
-
A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval
Yelong Shen, Xiaodong He, Jianfeng Gao, Li Deng, Gregoire Mesnil
CIKM | November 2014
Learning Semantic Representations Using Convolutional Neural Networks for Web Search
Yelong Shen, Xiaodong He, Jianfeng Gao, Li Deng, Gregoire Mesnil
April 2014
Learning Deep Structured Semantic Models for Web Search using Clickthrough Data
Po-Sen Huang, Xiaodong He, Jianfeng Gao, Li Deng, Alex Acero, Larry Heck
October 2013
Publications by Type
-
Introduction to Deep Learning for Natural Language Processing (Tutorial at DeepLearning2017 summer school in Bilbao)
MSR-TR-2017-36 | July 2017
Modeling Interestingness with Deep Neural Networks
Jianfeng Gao, Patrick Pantel, Michael Gamon, Xiaodong He, Li Deng
MSR-TR-2014-56 | October 2014
-
Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval [IEEE Signal Processing Society 2018 Best Paper award]
Hamid Palangi, Li Deng, Yelong Shen, Jianfeng Gao, Xiaodong He, Jianshu Chen, Xinying Song, Rabab Ward
IEEE/ACM Transactions on Audio, Speech, and Language Processing | January 2016, Vol 24: pp. 694
-
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
From Captions to Visual Concepts and Back
Hao Fang, Saurabh Gupta, Forrest Iandola, Rupesh Srivastava, Li Deng, Piotr Dollar, Jianfeng Gao, Xiaodong He, Margaret Mitchell, John Platt, Larry Zitnick, Geoffrey Zweig
CVPR 2015 | June 2015
Tied for 1st Prize
A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval
Yelong Shen, Xiaodong He, Jianfeng Gao, Li Deng, Gregoire Mesnil
CIKM | November 2014
Semantic Parsing for Single-Relation Question Answering
Scott Wen-tau Yih, Xiaodong He, Chris Meek
Proceedings of ACL | June 2014
Learning Semantic Representations Using Convolutional Neural Networks for Web Search
Yelong Shen, Xiaodong He, Jianfeng Gao, Li Deng, Gregoire Mesnil
April 2014
Learning Deep Structured Semantic Models for Web Search using Clickthrough Data
Po-Sen Huang, Xiaodong He, Jianfeng Gao, Li Deng, Alex Acero, Larry Heck
October 2013
People
Jianfeng Gao
Distinguished Scientist & Vice President