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
出版物
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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
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A Comparative Study of Recurrent Neural Network Models for Lexical Domain Classification
Suman Ravuri, Andreas Stolcke
Proc. IEEE ICASSP | March 2016
Proc. IEEE ICASSP
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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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-
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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
-
-
-
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
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-
-
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
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-
-
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
-
-
-
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
-
-
-
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
-
人数
Chris Quirk
Partner Researcher
Michel Galley
Senior Principal Researcher