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
Publications
Publications by Year
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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
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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 Comparative Study of Recurrent Neural Network Models for Lexical Domain Classification
Suman Ravuri, Andreas Stolcke
Proc. IEEE ICASSP | March 2016
Proc. IEEE ICASSP
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
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A Comparative Study of Neural Network Models for Lexical Intent Classification
Suman Ravuri, Andreas Stolcke
Proc. IEEE Automatic Speech Recognition and Understanding Workshop | December 2015
Recurrent Neural Network and LSTM Models for Lexical Utterance Classification
Suman Ravuri, Andreas Stolcke
Proc. Interspeech | September 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
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Cache Based Recurrent Neural Network Language Model Inference for First Pass Speech Recognition
Zhiheng Huang, Geoffrey Zweig, Benoit Dumoulin
ICASSP | January 2014
ICASSP
Recurrent Conditional Random Field for Language Understanding
Kaisheng Yao, Baolin Peng, Geoffrey Zweig, Dong Yu, Xiaolong(Shiao-Long) Li, Feng Gao
ICASSP 2014 | January 2014
ICASSP 2014
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Joint Language and Translation Modeling with Recurrent Neural Networks
Michael Auli, Michel Galley, Chris Quirk, Geoffrey Zweig
Proc. of EMNLP | October 2013
Recurrent Neural Networks for Language Understanding
Kaisheng Yao, Geoffrey Zweig, Mei-Yuh Hwang, Yangyang Shi, Dong Yu
August 2013
Linguistic Regularities in Continuous Space Word Representations
Tomas Mikolov, Scott Wen-tau Yih, Geoffrey Zweig
Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT-2013) | May 2013
Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT-2013)
Speed Regularization And Optimality In Word Classing
Geoffrey Zweig, Konstantin Makarychev
ICASSP | January 2013
-
Approximate Inference: A Sampling Based Modeling Technique to Capture Complex Dependencies in a Language Model
Anoop Deoras, Tomas Mikolov, Stefan Kombrink, Kenneth Church
Elsevier Speech Communication | August 2012
Computational Approaches to Sentence Completion
John Platt, Geoffrey Zweig, Chris Meek, Chris J.C. Burges, , Qiang Liu
ACL 2012 | July 2012
ACL 2012
Context Dependent Recurrent Neural Network Language Model
Geoffrey Zweig
MSR-TR-2012-92 | July 2012
Polarity Inducing Latent Semantic Analysis
Scott Wen-tau Yih, John Platt, Geoffrey Zweig
Experimental Methods in Natural Language Processing 2012 | July 2012
Experimental Methods in Natural Language Processing 2012
A Challenge Set for Advancing Language Modeling
Geoffrey Zweig, Chris J.C. Burges
Workshop on the Future of Language Modeling for HLT, NAACL-HLT 2012 | June 2012
Context Dependent Recurrent Neural Network Language Model
Tomas Mikolov, Geoffrey Zweig
Spoken Language Technologies | January 2012
Spoken Language Technologies
-
RNNLM – Recurrent Neural Network Language Modeling Toolkit
Tomas Mikolov, Stefan Kombrink, Anoop Deoras, Lukas Burget, Jan Honza Cernocky
IEEE Automatic Speech Recognition and Understanding Workshop | December 2011
Strategies for Training Large Scale Neural Network Language Models
Tomas Mikolov, Anoop Deoras, Daniel Povey, Lukas Burget, Jan "Honza" Cernocky
December 2011
Empirical Evaluation and Combination of Advanced Language Modeling Techniques
Tomas Mikolov, Anoop Deoras, Stefan Kombrink, Lukas Burget, Jan "Honza" Cernocky
Interspeech | August 2011
Interspeech
A Fast Re-scoring Strategy to Capture Long-Distance Dependencies
Anoop Deoras
Empirical Methods in Natural Language Processing (EMNLP) | July 2011
Variational Approximation of Long-Span Language Models for LVCSR
Anoop Deoras
March 2011
Publications by Research Area
-
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
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
A Comparative Study of Recurrent Neural Network Models for Lexical Domain Classification
Suman Ravuri, Andreas Stolcke
Proc. IEEE ICASSP | March 2016
Proc. IEEE ICASSP
A Comparative Study of Neural Network Models for Lexical Intent Classification
Suman Ravuri, Andreas Stolcke
Proc. IEEE Automatic Speech Recognition and Understanding Workshop | December 2015
Recurrent Neural Network and LSTM Models for Lexical Utterance Classification
Suman Ravuri, Andreas Stolcke
Proc. Interspeech | September 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
Cache Based Recurrent Neural Network Language Model Inference for First Pass Speech Recognition
Zhiheng Huang, Geoffrey Zweig, Benoit Dumoulin
ICASSP | January 2014
ICASSP
Recurrent Conditional Random Field for Language Understanding
Kaisheng Yao, Baolin Peng, Geoffrey Zweig, Dong Yu, Xiaolong(Shiao-Long) Li, Feng Gao
ICASSP 2014 | January 2014
ICASSP 2014
Joint Language and Translation Modeling with Recurrent Neural Networks
Michael Auli, Michel Galley, Chris Quirk, Geoffrey Zweig
Proc. of EMNLP | October 2013
Linguistic Regularities in Continuous Space Word Representations
Tomas Mikolov, Scott Wen-tau Yih, Geoffrey Zweig
Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT-2013) | May 2013
Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT-2013)
Approximate Inference: A Sampling Based Modeling Technique to Capture Complex Dependencies in a Language Model
Anoop Deoras, Tomas Mikolov, Stefan Kombrink, Kenneth Church
Elsevier Speech Communication | August 2012
RNNLM – Recurrent Neural Network Language Modeling Toolkit
Tomas Mikolov, Stefan Kombrink, Anoop Deoras, Lukas Burget, Jan Honza Cernocky
IEEE Automatic Speech Recognition and Understanding Workshop | December 2011
Strategies for Training Large Scale Neural Network Language Models
Tomas Mikolov, Anoop Deoras, Daniel Povey, Lukas Burget, Jan "Honza" Cernocky
December 2011
Empirical Evaluation and Combination of Advanced Language Modeling Techniques
Tomas Mikolov, Anoop Deoras, Stefan Kombrink, Lukas Burget, Jan "Honza" Cernocky
Interspeech | August 2011
Interspeech
A Fast Re-scoring Strategy to Capture Long-Distance Dependencies
Anoop Deoras
Empirical Methods in Natural Language Processing (EMNLP) | July 2011
-
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
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
Joint Language and Translation Modeling with Recurrent Neural Networks
Michael Auli, Michel Galley, Chris Quirk, Geoffrey Zweig
Proc. of EMNLP | October 2013
Recurrent Neural Networks for Language Understanding
Kaisheng Yao, Geoffrey Zweig, Mei-Yuh Hwang, Yangyang Shi, Dong Yu
August 2013
Speed Regularization And Optimality In Word Classing
Geoffrey Zweig, Konstantin Makarychev
ICASSP | January 2013
Computational Approaches to Sentence Completion
John Platt, Geoffrey Zweig, Chris Meek, Chris J.C. Burges, , Qiang Liu
ACL 2012 | July 2012
ACL 2012
Context Dependent Recurrent Neural Network Language Model
Geoffrey Zweig
MSR-TR-2012-92 | July 2012
Polarity Inducing Latent Semantic Analysis
Scott Wen-tau Yih, John Platt, Geoffrey Zweig
Experimental Methods in Natural Language Processing 2012 | July 2012
Experimental Methods in Natural Language Processing 2012
A Challenge Set for Advancing Language Modeling
Geoffrey Zweig, Chris J.C. Burges
Workshop on the Future of Language Modeling for HLT, NAACL-HLT 2012 | June 2012
Context Dependent Recurrent Neural Network Language Model
Tomas Mikolov, Geoffrey Zweig
Spoken Language Technologies | January 2012
Spoken Language Technologies
RNNLM – Recurrent Neural Network Language Modeling Toolkit
Tomas Mikolov, Stefan Kombrink, Anoop Deoras, Lukas Burget, Jan Honza Cernocky
IEEE Automatic Speech Recognition and Understanding Workshop | December 2011
-
A Persona-Based Neural Conversation Model
Jiwei Li, Michel Galley, Chris Brockett, Georgios P. Spithourakis, Jianfeng Gao, Bill Dolan
Proc. of ACL | June 2016
-
Joint Language and Translation Modeling with Recurrent Neural Networks
Michael Auli, Michel Galley, Chris Quirk, Geoffrey Zweig
Proc. of EMNLP | October 2013
Recurrent Neural Networks for Language Understanding
Kaisheng Yao, Geoffrey Zweig, Mei-Yuh Hwang, Yangyang Shi, Dong Yu
August 2013
Speed Regularization And Optimality In Word Classing
Geoffrey Zweig, Konstantin Makarychev
ICASSP | January 2013
Context Dependent Recurrent Neural Network Language Model
Geoffrey Zweig
MSR-TR-2012-92 | July 2012
Polarity Inducing Latent Semantic Analysis
Scott Wen-tau Yih, John Platt, Geoffrey Zweig
Experimental Methods in Natural Language Processing 2012 | July 2012
Experimental Methods in Natural Language Processing 2012
A Challenge Set for Advancing Language Modeling
Geoffrey Zweig, Chris J.C. Burges
Workshop on the Future of Language Modeling for HLT, NAACL-HLT 2012 | June 2012
Context Dependent Recurrent Neural Network Language Model
Tomas Mikolov, Geoffrey Zweig
Spoken Language Technologies | January 2012
Spoken Language Technologies
-
Speed Regularization And Optimality In Word Classing
Geoffrey Zweig, Konstantin Makarychev
ICASSP | January 2013
-
Empirical Evaluation and Combination of Advanced Language Modeling Techniques
Tomas Mikolov, Anoop Deoras, Stefan Kombrink, Lukas Burget, Jan "Honza" Cernocky
Interspeech | August 2011
Interspeech
-
Variational Approximation of Long-Span Language Models for LVCSR
Anoop Deoras
March 2011
Publications by Type
-
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
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
A Comparative Study of Recurrent Neural Network Models for Lexical Domain Classification
Suman Ravuri, Andreas Stolcke
Proc. IEEE ICASSP | March 2016
Proc. IEEE ICASSP
A Comparative Study of Neural Network Models for Lexical Intent Classification
Suman Ravuri, Andreas Stolcke
Proc. IEEE Automatic Speech Recognition and Understanding Workshop | December 2015
Recurrent Neural Network and LSTM Models for Lexical Utterance Classification
Suman Ravuri, Andreas Stolcke
Proc. Interspeech | September 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
Cache Based Recurrent Neural Network Language Model Inference for First Pass Speech Recognition
Zhiheng Huang, Geoffrey Zweig, Benoit Dumoulin
ICASSP | January 2014
ICASSP
Recurrent Conditional Random Field for Language Understanding
Kaisheng Yao, Baolin Peng, Geoffrey Zweig, Dong Yu, Xiaolong(Shiao-Long) Li, Feng Gao
ICASSP 2014 | January 2014
ICASSP 2014
Joint Language and Translation Modeling with Recurrent Neural Networks
Michael Auli, Michel Galley, Chris Quirk, Geoffrey Zweig
Proc. of EMNLP | October 2013
Recurrent Neural Networks for Language Understanding
Kaisheng Yao, Geoffrey Zweig, Mei-Yuh Hwang, Yangyang Shi, Dong Yu
August 2013
Linguistic Regularities in Continuous Space Word Representations
Tomas Mikolov, Scott Wen-tau Yih, Geoffrey Zweig
Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT-2013) | May 2013
Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT-2013)
Speed Regularization And Optimality In Word Classing
Geoffrey Zweig, Konstantin Makarychev
ICASSP | January 2013
Computational Approaches to Sentence Completion
John Platt, Geoffrey Zweig, Chris Meek, Chris J.C. Burges, , Qiang Liu
ACL 2012 | July 2012
ACL 2012
Polarity Inducing Latent Semantic Analysis
Scott Wen-tau Yih, John Platt, Geoffrey Zweig
Experimental Methods in Natural Language Processing 2012 | July 2012
Experimental Methods in Natural Language Processing 2012
A Challenge Set for Advancing Language Modeling
Geoffrey Zweig, Chris J.C. Burges
Workshop on the Future of Language Modeling for HLT, NAACL-HLT 2012 | June 2012
Context Dependent Recurrent Neural Network Language Model
Tomas Mikolov, Geoffrey Zweig
Spoken Language Technologies | January 2012
Spoken Language Technologies
RNNLM – Recurrent Neural Network Language Modeling Toolkit
Tomas Mikolov, Stefan Kombrink, Anoop Deoras, Lukas Burget, Jan Honza Cernocky
IEEE Automatic Speech Recognition and Understanding Workshop | December 2011
Strategies for Training Large Scale Neural Network Language Models
Tomas Mikolov, Anoop Deoras, Daniel Povey, Lukas Burget, Jan "Honza" Cernocky
December 2011
Empirical Evaluation and Combination of Advanced Language Modeling Techniques
Tomas Mikolov, Anoop Deoras, Stefan Kombrink, Lukas Burget, Jan "Honza" Cernocky
Interspeech | August 2011
Interspeech
A Fast Re-scoring Strategy to Capture Long-Distance Dependencies
Anoop Deoras
Empirical Methods in Natural Language Processing (EMNLP) | July 2011
Variational Approximation of Long-Span Language Models for LVCSR
Anoop Deoras
March 2011
-
Approximate Inference: A Sampling Based Modeling Technique to Capture Complex Dependencies in a Language Model
Anoop Deoras, Tomas Mikolov, Stefan Kombrink, Kenneth Church
Elsevier Speech Communication | August 2012
-
Context Dependent Recurrent Neural Network Language Model
Geoffrey Zweig
MSR-TR-2012-92 | July 2012
People
Chris Quirk
Partner Researcher
Michel Galley
Senior Principal Researcher