DSSM

Established: January 30, 2015

Publications

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- Introduction to Deep Learning for Natural Language Processing (Tutorial at DeepLearning2017 summer school in Bilbao)
  
  Jianfeng Gao
  
  MSR-TR-2017-36 | July 2017
  
  Publication Project Project Project
- 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
  
  Publication Publication
- 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
  
  Publication Publication Project
- 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
  
  Publication Project
- A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval
  
  Yelong Shen, Xiaodong He, Jianfeng Gao, Li Deng, Gregoire Mesnil
  
  CIKM | November 2014
  
  Publication
- Modeling Interestingness with Deep Neural Networks
  
  Jianfeng Gao, Patrick Pantel, Michael Gamon, Xiaodong He, Li Deng
  
  MSR-TR-2014-56 | October 2014
  
  Publication
- Semantic Parsing for Single-Relation Question Answering
  
  Scott Wen-tau Yih, Xiaodong He, Chris Meek
  
  Proceedings of ACL | June 2014
  
  Publication Publication Publication
- Learning Semantic Representations Using Convolutional Neural Networks for Web Search
  
  Yelong Shen, Xiaodong He, Jianfeng Gao, Li Deng, Gregoire Mesnil
  
  April 2014
  
  Publication
- 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
  
  Publication Publication

- Introduction to Deep Learning for Natural Language Processing (Tutorial at DeepLearning2017 summer school in Bilbao)
  
  Jianfeng Gao
  
  MSR-TR-2017-36 | July 2017
  
  Publication Project Project Project
- 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
  
  Publication Publication
- 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
  
  Publication Publication Project
- 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
  
  Publication Project
- A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval
  
  Yelong Shen, Xiaodong He, Jianfeng Gao, Li Deng, Gregoire Mesnil
  
  CIKM | November 2014
  
  Publication
- Modeling Interestingness with Deep Neural Networks
  
  Jianfeng Gao, Patrick Pantel, Michael Gamon, Xiaodong He, Li Deng
  
  MSR-TR-2014-56 | October 2014
  
  Publication
- Semantic Parsing for Single-Relation Question Answering
  
  Scott Wen-tau Yih, Xiaodong He, Chris Meek
  
  Proceedings of ACL | June 2014
  
  Publication Publication Publication
- 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
  
  Publication Publication
- Modeling Interestingness with Deep Neural Networks
  
  Jianfeng Gao, Patrick Pantel, Michael Gamon, Xiaodong He, Li Deng
  
  MSR-TR-2014-56 | October 2014
  
  Publication
- 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
  
  Publication Publication Project
- 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
  
  Publication Project
- A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval
  
  Yelong Shen, Xiaodong He, Jianfeng Gao, Li Deng, Gregoire Mesnil
  
  CIKM | November 2014
  
  Publication
- Semantic Parsing for Single-Relation Question Answering
  
  Scott Wen-tau Yih, Xiaodong He, Chris Meek
  
  Proceedings of ACL | June 2014
  
  Publication Publication Publication
- 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
  
  Publication Publication
- 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
  
  Publication Project
- A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval
  
  Yelong Shen, Xiaodong He, Jianfeng Gao, Li Deng, Gregoire Mesnil
  
  CIKM | November 2014
  
  Publication
- Learning Semantic Representations Using Convolutional Neural Networks for Web Search
  
  Yelong Shen, Xiaodong He, Jianfeng Gao, Li Deng, Gregoire Mesnil
  
  April 2014
  
  Publication
- 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
  
  Publication Publication

- Introduction to Deep Learning for Natural Language Processing (Tutorial at DeepLearning2017 summer school in Bilbao)
  
  Jianfeng Gao
  
  MSR-TR-2017-36 | July 2017
  
  Publication Project Project Project
- Modeling Interestingness with Deep Neural Networks
  
  Jianfeng Gao, Patrick Pantel, Michael Gamon, Xiaodong He, Li Deng
  
  MSR-TR-2014-56 | October 2014
  
  Publication
- 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
  
  Publication Publication
- 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
  
  Publication Publication Project
- 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
  
  Publication Project
- A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval
  
  Yelong Shen, Xiaodong He, Jianfeng Gao, Li Deng, Gregoire Mesnil
  
  CIKM | November 2014
  
  Publication
- Semantic Parsing for Single-Relation Question Answering
  
  Scott Wen-tau Yih, Xiaodong He, Chris Meek
  
  Proceedings of ACL | June 2014
  
  Publication Publication Publication
- Learning Semantic Representations Using Convolutional Neural Networks for Web Search
  
  Yelong Shen, Xiaodong He, Jianfeng Gao, Li Deng, Gregoire Mesnil
  
  April 2014
  
  Publication
- 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
  
  Publication Publication

People

Jianfeng Gao

Technical Fellow & Corporate Vice President

Learn more

DSSM

Publications

Introduction to Deep Learning for Natural Language Processing (Tutorial at DeepLearning2017 summer school in Bilbao)

Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval [IEEE Signal Processing Society 2018 Best Paper award]

Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base

From Captions to Visual Concepts and Back

A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval

Modeling Interestingness with Deep Neural Networks

Semantic Parsing for Single-Relation Question Answering

Learning Semantic Representations Using Convolutional Neural Networks for Web Search

Learning Deep Structured Semantic Models for Web Search using Clickthrough Data

Introduction to Deep Learning for Natural Language Processing (Tutorial at DeepLearning2017 summer school in Bilbao)

Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval [IEEE Signal Processing Society 2018 Best Paper award]

Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base

From Captions to Visual Concepts and Back

A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval

Modeling Interestingness with Deep Neural Networks

Semantic Parsing for Single-Relation Question Answering

Learning Deep Structured Semantic Models for Web Search using Clickthrough Data

Modeling Interestingness with Deep Neural Networks

Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base

From Captions to Visual Concepts and Back

A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval

Semantic Parsing for Single-Relation Question Answering

Learning Deep Structured Semantic Models for Web Search using Clickthrough Data

From Captions to Visual Concepts and Back

A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval

Learning Semantic Representations Using Convolutional Neural Networks for Web Search

Learning Deep Structured Semantic Models for Web Search using Clickthrough Data

Introduction to Deep Learning for Natural Language Processing (Tutorial at DeepLearning2017 summer school in Bilbao)

Modeling Interestingness with Deep Neural Networks

Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval [IEEE Signal Processing Society 2018 Best Paper award]

Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base

From Captions to Visual Concepts and Back

A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval

Semantic Parsing for Single-Relation Question Answering

Learning Semantic Representations Using Convolutional Neural Networks for Web Search

Learning Deep Structured Semantic Models for Web Search using Clickthrough Data

People

Jianfeng Gao