Allocating Large Vocabulary Capacity for Cross-lingual Language Model Pre-training
Bo Zheng, Li Dong, Shaohan Huang, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei
EMNLP 2021 | September 2021
Project Turing
Making machines literate
Publications
Publications
Publications by Year
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XLM-E: Cross-lingual Language Model Pre-training via ELECTRA
Zewen Chi, Shaohan Huang, Li Dong, Shuming Ma, Saksham Singhal, Payal Bajaj, Xia Song, Furu Wei
ACL 2022 | June 2021
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Generic Intent Representation in Web Search
Hongfei Zhang, Xia Song, Chenyan Xiong, Corby Rosset, Paul Bennett, Nick Craswell, Saurabh Tiwary
The 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
Incorporating Query Term Independence Assumption for Efficient Retrieval and Ranking using Deep Neural Networks
Bhaskar Mitra, Corby Rosset, David Hawking, Nick Craswell, Fernando Diaz, Emine Yilmaz
July 2019
An Axiomatic Approach to Regularizing Neural Ranking Models
Corby Rosset, Bhaskar Mitra, Chenyan Xiong, Nick Craswell, Xia Song, Saurabh Tiwary
Proceedings of the 42nd international ACM SIGIR conference on Research & development in information retrieval | April 2019
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Towards Language Agnostic Universal Representations
Armen Aghajanyan, Xia Song, Saurabh Tiwary
September 2018
Systems and methods for automated query answer generation
Saurabh Kumar Tiwary, Mir Rosenberg, Jianfeng Gao, Xia Song, Rangan Majumder, Li Deng
June 2018
Optimizing Query Evaluations Using Reinforcement Learning for Web Search
Corby Rosset, Damien Jose, Gargi Ghosh, Bhaskar Mitra, Saurabh Tiwary
Proceedings of the 41st international ACM SIGIR conference on Research & development in information retrieval | May 2018
Serving DNNs in Real Time at Datacenter Scale with Project Brainwave
Eric Chung, Jeremy Fowers, Kalin Ovtcharov, Michael Papamichael, Adrian Caulfield, Todd Massengill, Ming Liu, Mahdi Ghandi, Daniel Lo, Steve Reinhardt, Shlomi Alkalay, Hari Angepat, Derek Chiou, Alessandro Forin, Doug Burger, Lisa Woods, Gabriel Weisz, Michael Haselman, Dan Zhang
IEEE Micro | March 2018, Vol 38: pp. 8-20
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Neural Ranking Models with Multiple Document Fields
Hamed Zamani, Bhaskar Mitra, Xia Song, Nick Craswell, Saurabh Tiwary
Proceedings of the 11th ACM International Conference on Web Search and Data Mining (WSDM’18) | November 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
Publications by Research Area
-
Allocating Large Vocabulary Capacity for Cross-lingual Language Model Pre-training
Bo Zheng, Li Dong, Shaohan Huang, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei
EMNLP 2021 | September 2021
XLM-E: Cross-lingual Language Model Pre-training via ELECTRA
Zewen Chi, Shaohan Huang, Li Dong, Shuming Ma, Saksham Singhal, Payal Bajaj, Xia Song, Furu Wei
ACL 2022 | June 2021
Generic Intent Representation in Web Search
Hongfei Zhang, Xia Song, Chenyan Xiong, Corby Rosset, Paul Bennett, Nick Craswell, Saurabh Tiwary
The 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
Incorporating Query Term Independence Assumption for Efficient Retrieval and Ranking using Deep Neural Networks
Bhaskar Mitra, Corby Rosset, David Hawking, Nick Craswell, Fernando Diaz, Emine Yilmaz
July 2019
An Axiomatic Approach to Regularizing Neural Ranking Models
Corby Rosset, Bhaskar Mitra, Chenyan Xiong, Nick Craswell, Xia Song, Saurabh Tiwary
Proceedings of the 42nd international ACM SIGIR conference on Research & development in information retrieval | April 2019
Towards Language Agnostic Universal Representations
Armen Aghajanyan, Xia Song, Saurabh Tiwary
September 2018
Optimizing Query Evaluations Using Reinforcement Learning for Web Search
Corby Rosset, Damien Jose, Gargi Ghosh, Bhaskar Mitra, Saurabh Tiwary
Proceedings of the 41st international ACM SIGIR conference on Research & development in information retrieval | May 2018
Serving DNNs in Real Time at Datacenter Scale with Project Brainwave
Eric Chung, Jeremy Fowers, Kalin Ovtcharov, Michael Papamichael, Adrian Caulfield, Todd Massengill, Ming Liu, Mahdi Ghandi, Daniel Lo, Steve Reinhardt, Shlomi Alkalay, Hari Angepat, Derek Chiou, Alessandro Forin, Doug Burger, Lisa Woods, Gabriel Weisz, Michael Haselman, Dan Zhang
IEEE Micro | March 2018, Vol 38: pp. 8-20
Neural Ranking Models with Multiple Document Fields
Hamed Zamani, Bhaskar Mitra, Xia Song, Nick Craswell, Saurabh Tiwary
Proceedings of the 11th ACM International Conference on Web Search and Data Mining (WSDM’18) | November 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
-
Allocating Large Vocabulary Capacity for Cross-lingual Language Model Pre-training
Bo Zheng, Li Dong, Shaohan Huang, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei
EMNLP 2021 | September 2021
XLM-E: Cross-lingual Language Model Pre-training via ELECTRA
Zewen Chi, Shaohan Huang, Li Dong, Shuming Ma, Saksham Singhal, Payal Bajaj, Xia Song, Furu Wei
ACL 2022 | June 2021
-
Generic Intent Representation in Web Search
Hongfei Zhang, Xia Song, Chenyan Xiong, Corby Rosset, Paul Bennett, Nick Craswell, Saurabh Tiwary
The 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
Incorporating Query Term Independence Assumption for Efficient Retrieval and Ranking using Deep Neural Networks
Bhaskar Mitra, Corby Rosset, David Hawking, Nick Craswell, Fernando Diaz, Emine Yilmaz
July 2019
An Axiomatic Approach to Regularizing Neural Ranking Models
Corby Rosset, Bhaskar Mitra, Chenyan Xiong, Nick Craswell, Xia Song, Saurabh Tiwary
Proceedings of the 42nd international ACM SIGIR conference on Research & development in information retrieval | April 2019
Systems and methods for automated query answer generation
Saurabh Kumar Tiwary, Mir Rosenberg, Jianfeng Gao, Xia Song, Rangan Majumder, Li Deng
June 2018
Optimizing Query Evaluations Using Reinforcement Learning for Web Search
Corby Rosset, Damien Jose, Gargi Ghosh, Bhaskar Mitra, Saurabh Tiwary
Proceedings of the 41st international ACM SIGIR conference on Research & development in information retrieval | May 2018
Neural Ranking Models with Multiple Document Fields
Hamed Zamani, Bhaskar Mitra, Xia Song, Nick Craswell, Saurabh Tiwary
Proceedings of the 11th ACM International Conference on Web Search and Data Mining (WSDM’18) | November 2017
-
Serving DNNs in Real Time at Datacenter Scale with Project Brainwave
Eric Chung, Jeremy Fowers, Kalin Ovtcharov, Michael Papamichael, Adrian Caulfield, Todd Massengill, Ming Liu, Mahdi Ghandi, Daniel Lo, Steve Reinhardt, Shlomi Alkalay, Hari Angepat, Derek Chiou, Alessandro Forin, Doug Burger, Lisa Woods, Gabriel Weisz, Michael Haselman, Dan Zhang
IEEE Micro | March 2018, Vol 38: pp. 8-20
Publications by Type
-
Allocating Large Vocabulary Capacity for Cross-lingual Language Model Pre-training
Bo Zheng, Li Dong, Shaohan Huang, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei
EMNLP 2021 | September 2021
XLM-E: Cross-lingual Language Model Pre-training via ELECTRA
Zewen Chi, Shaohan Huang, Li Dong, Shuming Ma, Saksham Singhal, Payal Bajaj, Xia Song, Furu Wei
ACL 2022 | June 2021
Generic Intent Representation in Web Search
Hongfei Zhang, Xia Song, Chenyan Xiong, Corby Rosset, Paul Bennett, Nick Craswell, Saurabh Tiwary
The 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
An Axiomatic Approach to Regularizing Neural Ranking Models
Corby Rosset, Bhaskar Mitra, Chenyan Xiong, Nick Craswell, Xia Song, Saurabh Tiwary
Proceedings of the 42nd international ACM SIGIR conference on Research & development in information retrieval | April 2019
Optimizing Query Evaluations Using Reinforcement Learning for Web Search
Corby Rosset, Damien Jose, Gargi Ghosh, Bhaskar Mitra, Saurabh Tiwary
Proceedings of the 41st international ACM SIGIR conference on Research & development in information retrieval | May 2018
Neural Ranking Models with Multiple Document Fields
Hamed Zamani, Bhaskar Mitra, Xia Song, Nick Craswell, Saurabh Tiwary
Proceedings of the 11th ACM International Conference on Web Search and Data Mining (WSDM’18) | November 2017
-
Towards Language Agnostic Universal Representations
Armen Aghajanyan, Xia Song, Saurabh Tiwary
September 2018
Systems and methods for automated query answer generation
Saurabh Kumar Tiwary, Mir Rosenberg, Jianfeng Gao, Xia Song, Rangan Majumder, Li Deng
June 2018
-
Incorporating Query Term Independence Assumption for Efficient Retrieval and Ranking using Deep Neural Networks
Bhaskar Mitra, Corby Rosset, David Hawking, Nick Craswell, Fernando Diaz, Emine Yilmaz
July 2019
-
Serving DNNs in Real Time at Datacenter Scale with Project Brainwave
Eric Chung, Jeremy Fowers, Kalin Ovtcharov, Michael Papamichael, Adrian Caulfield, Todd Massengill, Ming Liu, Mahdi Ghandi, Daniel Lo, Steve Reinhardt, Shlomi Alkalay, Hari Angepat, Derek Chiou, Alessandro Forin, Doug Burger, Lisa Woods, Gabriel Weisz, Michael Haselman, Dan Zhang
IEEE Micro | March 2018, Vol 38: pp. 8-20
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