Contrastive Multi-document Question Generation
Woon Sang Cho, Yizhe Zhang, Sudha Rao, Asli Celikyilmaz, Chenyan Xiong, Jianfeng Gao, Mengdi Wang, Bill Dolan
European Chapter of the Association for Computational Linguistics (EACL) | April 2021
Conversational Intelligence
Publications
Publications by Year
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Generating Informative and Diverse Conversational Responses via Adversarial Information Maximization
Yizhe Zhang, Michel Galley, Jianfeng Gao, Zhe Gan, Xiujun Li, Chris Brockett, Bill Dolan
NeurIPS 2018 | December 2018
Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning
Shang-Yu Su, Xiujun Li, Jianfeng Gao, JJ (Jingjing) Liu, Yun-Nung Chen
EMNLP 2018 | October 2018
Subgoal Discovery for Hierarchical Dialogue Policy Learning
Da Tang, Xiujun Li, Jianfeng Gao, Chong Wang, Lihong Li, Tony Jebara
EMNLP 2018 | October 2018
A Knowledge-Grounded Neural Conversation Model
Marjan Ghazvininejad, Chris Brockett, Ming-Wei Chang, Bill Dolan, Jianfeng Gao, Scott Wen-tau Yih, Michel Galley
AAAI | February 2018
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Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation
Nasrin Mostafazadeh, Chris Brockett, Bill Dolan, Michel Galley, Jianfeng Gao, Georgios P. Spithourakis, Lucy Vanderwende
IJCNLP | November 2017
Demonstration of interactive dialog teaching for learning a practical end-to-end dialog manager
Jason Williams, Lars Liden
Proceedings of 2017 SIGDIAL Conference | August 2017
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Sample-efficient Deep Reinforcement Learning for Dialog Control
Kavosh Asadi, Jason Williams
MSR-TR-2016-1134 | December 2016
The Fifth Dialog State Tracking Challenge
Seokhwan Kim, Luis Fernando D’Haro, Rafael E. Banchs, Jason Williams, Matthew Henderson, Koichiro Yoshino
Proceedings IEEE Spoken Language Technologies Workshop | December 2016
Generating Natural Questions About an Image
Nasrin Mostafzadeh, Ishan Misra, Jacob Devlin, Margaret Mitchell, Xiaodong He, Lucy Vanderwende
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics | August 2016
Deep Reinforcement Learning for Dialogue Generation
Jiwei Li, Will Monroe, Alan Ritter, Michel Galley, Jianfeng Gao, Dan Jurafsky
Proc. of EMNLP | June 2016
A Persona-Based Neural Conversation Model
Jiwei Li, Michel Galley, Chris Brockett, Georgios P. Spithourakis, Jianfeng Gao, Bill Dolan
Proc. of ACL | June 2016
End-To-End LSTM-Based Dialog Control Optimized With Supervised And Reinforcement Learning
Jason Williams, Geoffrey Zweig
MSR-TR-2016-72 | June 2016
The Dialog State Tracking Challenge Series: A Review
Jason Williams, Antoine Raux, Matthew Henderson
Dialogue & Discourse | April 2016
A Diversity-Promoting Objective Function for Neural Conversation Models
Jiwei Li, Michel Galley, Chris Brockett, Jianfeng Gao, Bill Dolan
Proc. of NAACL-HLT | March 2016
The Fourth Dialog State Tracking Challenge
Seokhwan Kim, Luis Fernando D'Haro, Rafael E. Banchs, Jason Williams, Matthew Henderson
Proceedings International Workshop on Spoken Dialog Systems (IWSDS) | January 2016
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Fast and Easy Language Understanding For Dialog Systems With Microsoft Language Understanding Intelligent Service (LUIS)
Jason Williams, Eslam Kamal, Mikhtar Ashour, Hani Amr, Jessica Miller, Geoffrey Zweig
Proceedings of 2015 SIGDIAL Conference, Prague | September 2015
Demonstration at SIGDIAL 2015.
ˆ†BLEU: A Discriminative Metric for Generation Tasks with Intrinsically Diverse Targets
Michel Galley, Chris Brockett, Alessandro Sordoni, Yangfeng Ji, Michael Auli, Chris Quirk, Margaret Mitchell, Jianfeng Gao, Bill Dolan
Proc. of ACL | July 2015
A Neural Network Approach to Context-Sensitive Generation of Conversational Responses
Alessandro Sordoni, Michel Galley, Michael Auli, Chris Brockett, Yangfeng Ji, Meg Mitchell, Jian-Yun Nie, Jianfeng Gao, Bill Dolan
Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL-HLT) | June 2015
Rapidly Scaling Dialog Systems with Interactive Learning
Jason Williams, Nobal B. Niraula, Pradeep Dasigi, Aparna Lakshmiratan, Carlos Garcia Jurado Suarez, Mouni Reddy, Geoffrey Zweig
January 2015
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The Third Dialog State Tracking Challenge
Matthew Henderson, Blaise Thomson, Jason Williams
Proceedings IEEE Spoken Language Technology Workshop (SLT) | December 2014
Web-Style Ranking and SLU Combination For Dialog State Tracking
Jason Williams
Proceedings of SIGDIAL | June 2014
Proceedings of SIGDIAL
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Discriminative State Tracking For Spoken Dialog Systems
Angeliki Metallinou, Dan Bohus, Jason Williams
Proceedings of Annual Meeting of the Association for Computational Linguistics (ACL), Sofia, Bulgaria | August 2013
Multi-Domain Learning and Generalization In Dialog State Tracking
Jason Williams
Proceedings of the SIGDIAL 2013 Conference, Metz, France | August 2013
The Dialog State Tracking Challenge
Jason Williams, Antoine Raux, Deepak Ramachadran, Alan Black
Proceedings of the SIGDIAL 2013 Conference, Metz, France | August 2013
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Data-Driven Response Generation in Social Media
Alan Ritter, Colin Cherry, Bill Dolan
Empirical Methods in Natural Language Processing (EMNLP) | January 2011
Publications by Research Area
-
Contrastive Multi-document Question Generation
Woon Sang Cho, Yizhe Zhang, Sudha Rao, Asli Celikyilmaz, Chenyan Xiong, Jianfeng Gao, Mengdi Wang, Bill Dolan
European Chapter of the Association for Computational Linguistics (EACL) | April 2021
Generating Informative and Diverse Conversational Responses via Adversarial Information Maximization
Yizhe Zhang, Michel Galley, Jianfeng Gao, Zhe Gan, Xiujun Li, Chris Brockett, Bill Dolan
NeurIPS 2018 | December 2018
Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning
Shang-Yu Su, Xiujun Li, Jianfeng Gao, JJ (Jingjing) Liu, Yun-Nung Chen
EMNLP 2018 | October 2018
Subgoal Discovery for Hierarchical Dialogue Policy Learning
Da Tang, Xiujun Li, Jianfeng Gao, Chong Wang, Lihong Li, Tony Jebara
EMNLP 2018 | October 2018
Demonstration of interactive dialog teaching for learning a practical end-to-end dialog manager
Jason Williams, Lars Liden
Proceedings of 2017 SIGDIAL Conference | August 2017
Sample-efficient Deep Reinforcement Learning for Dialog Control
Kavosh Asadi, Jason Williams
MSR-TR-2016-1134 | December 2016
The Fifth Dialog State Tracking Challenge
Seokhwan Kim, Luis Fernando D’Haro, Rafael E. Banchs, Jason Williams, Matthew Henderson, Koichiro Yoshino
Proceedings IEEE Spoken Language Technologies Workshop | December 2016
Generating Natural Questions About an Image
Nasrin Mostafzadeh, Ishan Misra, Jacob Devlin, Margaret Mitchell, Xiaodong He, Lucy Vanderwende
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics | August 2016
Deep Reinforcement Learning for Dialogue Generation
Jiwei Li, Will Monroe, Alan Ritter, Michel Galley, Jianfeng Gao, Dan Jurafsky
Proc. of EMNLP | June 2016
A Persona-Based Neural Conversation Model
Jiwei Li, Michel Galley, Chris Brockett, Georgios P. Spithourakis, Jianfeng Gao, Bill Dolan
Proc. of ACL | June 2016
A Diversity-Promoting Objective Function for Neural Conversation Models
Jiwei Li, Michel Galley, Chris Brockett, Jianfeng Gao, Bill Dolan
Proc. of NAACL-HLT | March 2016
The Fourth Dialog State Tracking Challenge
Seokhwan Kim, Luis Fernando D'Haro, Rafael E. Banchs, Jason Williams, Matthew Henderson
Proceedings International Workshop on Spoken Dialog Systems (IWSDS) | January 2016
ˆ†BLEU: A Discriminative Metric for Generation Tasks with Intrinsically Diverse Targets
Michel Galley, Chris Brockett, Alessandro Sordoni, Yangfeng Ji, Michael Auli, Chris Quirk, Margaret Mitchell, Jianfeng Gao, Bill Dolan
Proc. of ACL | July 2015
A Neural Network Approach to Context-Sensitive Generation of Conversational Responses
Alessandro Sordoni, Michel Galley, Michael Auli, Chris Brockett, Yangfeng Ji, Meg Mitchell, Jian-Yun Nie, Jianfeng Gao, Bill Dolan
Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL-HLT) | June 2015
Rapidly Scaling Dialog Systems with Interactive Learning
Jason Williams, Nobal B. Niraula, Pradeep Dasigi, Aparna Lakshmiratan, Carlos Garcia Jurado Suarez, Mouni Reddy, Geoffrey Zweig
January 2015
-
Contrastive Multi-document Question Generation
Woon Sang Cho, Yizhe Zhang, Sudha Rao, Asli Celikyilmaz, Chenyan Xiong, Jianfeng Gao, Mengdi Wang, Bill Dolan
European Chapter of the Association for Computational Linguistics (EACL) | April 2021
-
A Knowledge-Grounded Neural Conversation Model
Marjan Ghazvininejad, Chris Brockett, Ming-Wei Chang, Bill Dolan, Jianfeng Gao, Scott Wen-tau Yih, Michel Galley
AAAI | February 2018
Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation
Nasrin Mostafazadeh, Chris Brockett, Bill Dolan, Michel Galley, Jianfeng Gao, Georgios P. Spithourakis, Lucy Vanderwende
IJCNLP | November 2017
Demonstration of interactive dialog teaching for learning a practical end-to-end dialog manager
Jason Williams, Lars Liden
Proceedings of 2017 SIGDIAL Conference | August 2017
Sample-efficient Deep Reinforcement Learning for Dialog Control
Kavosh Asadi, Jason Williams
MSR-TR-2016-1134 | December 2016
The Fifth Dialog State Tracking Challenge
Seokhwan Kim, Luis Fernando D’Haro, Rafael E. Banchs, Jason Williams, Matthew Henderson, Koichiro Yoshino
Proceedings IEEE Spoken Language Technologies Workshop | December 2016
Generating Natural Questions About an Image
Nasrin Mostafzadeh, Ishan Misra, Jacob Devlin, Margaret Mitchell, Xiaodong He, Lucy Vanderwende
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics | August 2016
Deep Reinforcement Learning for Dialogue Generation
Jiwei Li, Will Monroe, Alan Ritter, Michel Galley, Jianfeng Gao, Dan Jurafsky
Proc. of EMNLP | June 2016
A Persona-Based Neural Conversation Model
Jiwei Li, Michel Galley, Chris Brockett, Georgios P. Spithourakis, Jianfeng Gao, Bill Dolan
Proc. of ACL | June 2016
End-To-End LSTM-Based Dialog Control Optimized With Supervised And Reinforcement Learning
Jason Williams, Geoffrey Zweig
MSR-TR-2016-72 | June 2016
The Dialog State Tracking Challenge Series: A Review
Jason Williams, Antoine Raux, Matthew Henderson
Dialogue & Discourse | April 2016
A Diversity-Promoting Objective Function for Neural Conversation Models
Jiwei Li, Michel Galley, Chris Brockett, Jianfeng Gao, Bill Dolan
Proc. of NAACL-HLT | March 2016
The Fourth Dialog State Tracking Challenge
Seokhwan Kim, Luis Fernando D'Haro, Rafael E. Banchs, Jason Williams, Matthew Henderson
Proceedings International Workshop on Spoken Dialog Systems (IWSDS) | January 2016
Fast and Easy Language Understanding For Dialog Systems With Microsoft Language Understanding Intelligent Service (LUIS)
Jason Williams, Eslam Kamal, Mikhtar Ashour, Hani Amr, Jessica Miller, Geoffrey Zweig
Proceedings of 2015 SIGDIAL Conference, Prague | September 2015
Demonstration at SIGDIAL 2015.
ˆ†BLEU: A Discriminative Metric for Generation Tasks with Intrinsically Diverse Targets
Michel Galley, Chris Brockett, Alessandro Sordoni, Yangfeng Ji, Michael Auli, Chris Quirk, Margaret Mitchell, Jianfeng Gao, Bill Dolan
Proc. of ACL | July 2015
A Neural Network Approach to Context-Sensitive Generation of Conversational Responses
Alessandro Sordoni, Michel Galley, Michael Auli, Chris Brockett, Yangfeng Ji, Meg Mitchell, Jian-Yun Nie, Jianfeng Gao, Bill Dolan
Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL-HLT) | June 2015
-
A Persona-Based Neural Conversation Model
Jiwei Li, Michel Galley, Chris Brockett, Georgios P. Spithourakis, Jianfeng Gao, Bill Dolan
Proc. of ACL | June 2016
-
Fast and Easy Language Understanding For Dialog Systems With Microsoft Language Understanding Intelligent Service (LUIS)
Jason Williams, Eslam Kamal, Mikhtar Ashour, Hani Amr, Jessica Miller, Geoffrey Zweig
Proceedings of 2015 SIGDIAL Conference, Prague | September 2015
Demonstration at SIGDIAL 2015.
-
Rapidly Scaling Dialog Systems with Interactive Learning
Jason Williams, Nobal B. Niraula, Pradeep Dasigi, Aparna Lakshmiratan, Carlos Garcia Jurado Suarez, Mouni Reddy, Geoffrey Zweig
January 2015
Web-Style Ranking and SLU Combination For Dialog State Tracking
Jason Williams
Proceedings of SIGDIAL | June 2014
Proceedings of SIGDIAL
Discriminative State Tracking For Spoken Dialog Systems
Angeliki Metallinou, Dan Bohus, Jason Williams
Proceedings of Annual Meeting of the Association for Computational Linguistics (ACL), Sofia, Bulgaria | August 2013
The Dialog State Tracking Challenge
Jason Williams, Antoine Raux, Deepak Ramachadran, Alan Black
Proceedings of the SIGDIAL 2013 Conference, Metz, France | August 2013
Multi-Domain Learning and Generalization In Dialog State Tracking
Jason Williams
Proceedings of the SIGDIAL 2013 Conference, Metz, France | August 2013
-
The Third Dialog State Tracking Challenge
Matthew Henderson, Blaise Thomson, Jason Williams
Proceedings IEEE Spoken Language Technology Workshop (SLT) | December 2014
-
Data-Driven Response Generation in Social Media
Alan Ritter, Colin Cherry, Bill Dolan
Empirical Methods in Natural Language Processing (EMNLP) | January 2011
Publications by Type
-
Contrastive Multi-document Question Generation
Woon Sang Cho, Yizhe Zhang, Sudha Rao, Asli Celikyilmaz, Chenyan Xiong, Jianfeng Gao, Mengdi Wang, Bill Dolan
European Chapter of the Association for Computational Linguistics (EACL) | April 2021
Generating Informative and Diverse Conversational Responses via Adversarial Information Maximization
Yizhe Zhang, Michel Galley, Jianfeng Gao, Zhe Gan, Xiujun Li, Chris Brockett, Bill Dolan
NeurIPS 2018 | December 2018
Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning
Shang-Yu Su, Xiujun Li, Jianfeng Gao, JJ (Jingjing) Liu, Yun-Nung Chen
EMNLP 2018 | October 2018
Subgoal Discovery for Hierarchical Dialogue Policy Learning
Da Tang, Xiujun Li, Jianfeng Gao, Chong Wang, Lihong Li, Tony Jebara
EMNLP 2018 | October 2018
A Knowledge-Grounded Neural Conversation Model
Marjan Ghazvininejad, Chris Brockett, Ming-Wei Chang, Bill Dolan, Jianfeng Gao, Scott Wen-tau Yih, Michel Galley
AAAI | February 2018
Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation
Nasrin Mostafazadeh, Chris Brockett, Bill Dolan, Michel Galley, Jianfeng Gao, Georgios P. Spithourakis, Lucy Vanderwende
IJCNLP | November 2017
Demonstration of interactive dialog teaching for learning a practical end-to-end dialog manager
Jason Williams, Lars Liden
Proceedings of 2017 SIGDIAL Conference | August 2017
The Fifth Dialog State Tracking Challenge
Seokhwan Kim, Luis Fernando D’Haro, Rafael E. Banchs, Jason Williams, Matthew Henderson, Koichiro Yoshino
Proceedings IEEE Spoken Language Technologies Workshop | December 2016
Generating Natural Questions About an Image
Nasrin Mostafzadeh, Ishan Misra, Jacob Devlin, Margaret Mitchell, Xiaodong He, Lucy Vanderwende
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics | August 2016
Deep Reinforcement Learning for Dialogue Generation
Jiwei Li, Will Monroe, Alan Ritter, Michel Galley, Jianfeng Gao, Dan Jurafsky
Proc. of EMNLP | June 2016
A Persona-Based Neural Conversation Model
Jiwei Li, Michel Galley, Chris Brockett, Georgios P. Spithourakis, Jianfeng Gao, Bill Dolan
Proc. of ACL | June 2016
A Diversity-Promoting Objective Function for Neural Conversation Models
Jiwei Li, Michel Galley, Chris Brockett, Jianfeng Gao, Bill Dolan
Proc. of NAACL-HLT | March 2016
The Fourth Dialog State Tracking Challenge
Seokhwan Kim, Luis Fernando D'Haro, Rafael E. Banchs, Jason Williams, Matthew Henderson
Proceedings International Workshop on Spoken Dialog Systems (IWSDS) | January 2016
Fast and Easy Language Understanding For Dialog Systems With Microsoft Language Understanding Intelligent Service (LUIS)
Jason Williams, Eslam Kamal, Mikhtar Ashour, Hani Amr, Jessica Miller, Geoffrey Zweig
Proceedings of 2015 SIGDIAL Conference, Prague | September 2015
Demonstration at SIGDIAL 2015.
ˆ†BLEU: A Discriminative Metric for Generation Tasks with Intrinsically Diverse Targets
Michel Galley, Chris Brockett, Alessandro Sordoni, Yangfeng Ji, Michael Auli, Chris Quirk, Margaret Mitchell, Jianfeng Gao, Bill Dolan
Proc. of ACL | July 2015
A Neural Network Approach to Context-Sensitive Generation of Conversational Responses
Alessandro Sordoni, Michel Galley, Michael Auli, Chris Brockett, Yangfeng Ji, Meg Mitchell, Jian-Yun Nie, Jianfeng Gao, Bill Dolan
Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL-HLT) | June 2015
Rapidly Scaling Dialog Systems with Interactive Learning
Jason Williams, Nobal B. Niraula, Pradeep Dasigi, Aparna Lakshmiratan, Carlos Garcia Jurado Suarez, Mouni Reddy, Geoffrey Zweig
January 2015
The Third Dialog State Tracking Challenge
Matthew Henderson, Blaise Thomson, Jason Williams
Proceedings IEEE Spoken Language Technology Workshop (SLT) | December 2014
Web-Style Ranking and SLU Combination For Dialog State Tracking
Jason Williams
Proceedings of SIGDIAL | June 2014
Proceedings of SIGDIAL
Discriminative State Tracking For Spoken Dialog Systems
Angeliki Metallinou, Dan Bohus, Jason Williams
Proceedings of Annual Meeting of the Association for Computational Linguistics (ACL), Sofia, Bulgaria | August 2013
The Dialog State Tracking Challenge
Jason Williams, Antoine Raux, Deepak Ramachadran, Alan Black
Proceedings of the SIGDIAL 2013 Conference, Metz, France | August 2013
Multi-Domain Learning and Generalization In Dialog State Tracking
Jason Williams
Proceedings of the SIGDIAL 2013 Conference, Metz, France | August 2013
Data-Driven Response Generation in Social Media
Alan Ritter, Colin Cherry, Bill Dolan
Empirical Methods in Natural Language Processing (EMNLP) | January 2011
-
Sample-efficient Deep Reinforcement Learning for Dialog Control
Kavosh Asadi, Jason Williams
MSR-TR-2016-1134 | December 2016
End-To-End LSTM-Based Dialog Control Optimized With Supervised And Reinforcement Learning
Jason Williams, Geoffrey Zweig
MSR-TR-2016-72 | June 2016
-
The Dialog State Tracking Challenge Series: A Review
Jason Williams, Antoine Raux, Matthew Henderson
Dialogue & Discourse | April 2016
People
Lars Liden
Principal Research Software Engineer Manager
Bill Dolan
Partner Research Manager
Michel Galley
Senior Principal Researcher
Dan Bohus
Senior Principal Researcher