Data Augmentation for Spoken Language Understanding via Pretrained Models
Baolin Peng, Chenguang Zhu, Michael Zeng, Jianfeng Gao
INTERSPEECH | September 2021
Return to Microsoft Research Lab – Redmond
Conversational Systems Group
Publications
Publications par année
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RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems
Baolin Peng, Chunyuan Li, Zhu Zhang, Chenguang Zhu, Jinchao Li, Jianfeng Gao
ACL-IJCNLP 2021 | August 2021
SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching
Baolin Peng, Chunyuan Li, Jinchao Li, Shahin Shayandeh, Lars Liden, Jianfeng Gao
Transactions of the Association for Computational Linguistics | April 2021
-
Few-shot Natural Language Generation for Task-Oriented Dialog
Baolin Peng, Chenguang Zhu, Chunyuan Li, Xiujun Li, Jinchao Li, Michael Zeng, Jianfeng Gao
Empirical Methods in Natural Language Processing (EMNLP) | November 2020
Multi-domain Task-oriented Dialog Challenge II
Jinchao Li, Qi Zhu, Baolin Peng, Lars Liden, Runze Liang, Ryuichi Takanobu, Shahin Shayandeh, Swadheen Shukla, Zheng Zhang, Minlie Huang, Jianfeng Gao
The Ninth Dialog System Technology Challenge | March 2020
Results of the Multi-Domain Task-Completion Dialog Challenge
Jinchao Li, Baolin Peng, Sungjin Lee, Jianfeng Gao, Ryuichi Takanobu, Qi Zhu, Minlie Huang, Hannes Schulz, Adam Atkinson, Mahmoud Adada
Proceedings of the 34th AAAI Conference on Artificial Intelligence, Eighth Dialog System Technology Challenge Workshop | February 2020
-
The Eighth Dialog System Technology Challenge
Seokhwan Kim, Michel Galley, Chulaka Gunasekara, Sungjin Lee, Adam Atkinson, Baolin Peng, Hannes Schulz, Jianfeng Gao, Jinchao Li, Mahmoud Adada, Minlie Huang, Luis Lastras, Jonathan K Kummerfeld, Walter S Lasecki, Chiori Hori, Anoop Cherian, Tim K Marks, Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta
The third Conversational AI workshop, NeurIPS | December 2019
Few-Shot Dialogue Generation Without Annotated Data: A Transfer Learning Approach
Igor Shalyminov, Sungjin Lee, Arash Eshghi, Oliver Lemon
Interspeech | September 2019
Unsupervised Dialogue Spectrum Generation for Log Dialogue Ranking
Xinnuo Xu, Sungjin Lee, Yizhe Zhang, Lars Liden
SIGDIAL | September 2019
ConvLab: Multi-Domain End-to-End Dialog System Platform
Sungjin Lee, Qi Zhu, Ryuichi Takanobu, Xiang Li, Yaoqin Zhang, Zheng Zhang, Jinchao Li, Baolin Peng, Xiujun Li, Minlie Huang, Jianfeng Gao
ACL | July 2019
Contextual Out of domain Utterance Handling with Counterfeit Data Augmentation
Sungjin Lee, Igor Shalyminov
International Conference on Acoustics, Speech, and Signal Processing 2019 | May 2019
Multi-Domain Task-Completion Dialog Challenge
Sungjin Lee, Hannes Schulz, Adam Atkinson, Jianfeng Gao, Kaheer Suleman, Layla El Asri, Mahmoud Adada, Minlie Huang, Shikhar Sharma, Wendy Tay, Xiujun Li
Dialog System Technology Challenges 8 | March 2019
-
Improving Robustness of Neural Dialog Systems in a Data-Efficient Way with Turn Dropout
Igor Shalyminov, Sungjin Lee
The Thirty-second Annual Conference on Neural Information Processing Systems (NIPS) 2018, workshop on Conversational AI: “Today’s Practice and Tomorrow’s Potential | December 2018
Adversarial Advantage Actor-Critic Model for Task-Completion Dialogue Policy Learning
Baolin Peng, Xiujun Li, Jianfeng Gao, Jingjing Liu, Yun-Nung Chen, Kam-Fai Wong
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | December 2018
Nudging Neural Conversational Model with Domain Knowledge
Sungjin Lee
November 2018
Accumulating Conversational Skills using Continual Learning
Sungjin Lee
IEEE SLT 2018 | September 2018
-
Toward Continual Learning for Conversational Agents
Sungjin Lee
MSR-TR-2017-53 | December 2017
ONENET: Joint Domain, Intent, Slot Prediction for Spoken Language Understanding
Young-Bum Kim, Sungjin Lee, Karl Stratos
2017 IEEE Automatic Speech Recognition and Understanding Workshop | December 2017
Speaker-Sensitive Dual Memory Networks for Multi-Turn Slot Tagging
Young-Bum Kim, Sungjin Lee, Ruhi Sarikaya
2017 IEEE Automatic Speech Recognition and Understanding Workshop | December 2017
Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning
Baolin Peng, Xiujun Li, Lihong Li, Jianfeng Gao, Asli Celikyilmaz, Sungjin Lee, Kam-Fai Wong
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP) | September 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
Hybrid Code Networks: Practical and Efficient End-To-End Dialog Control With Supervised and Reinforcement Learning
Jason Williams, Kavosh Asadi, Geoffrey Zweig
Proceedings of 55th Annual Meeting of the Association for Computational Linguistics (ACL 2017) | July 2017
-
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
-
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
-
Temporal Supervised Learning for Inferring a Dialog Policy from Example Conversations
Lihong Li, He He, Jason Williams
Proceedings IEEE Spoken Language Technology Workshop (SLT) | December 2014
To appear in the 2014 IEEE Spoken Language Technology Workshop.
Web-Style Ranking and SLU Combination For Dialog State Tracking
Jason Williams
Proceedings of SIGDIAL | June 2014
Proceedings of SIGDIAL
-
POMDP-based Statistical Spoken Dialogue Systems: a Review
Steve Young, Milica Gasic, Blaise Thomson, Jason Williams
Proceedings of the IEEE | January 2012
DOI 10.1109/JPROC.2012.2225812
Filtre par zone de recherche
-
RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems
Baolin Peng, Chunyuan Li, Zhu Zhang, Chenguang Zhu, Jinchao Li, Jianfeng Gao
ACL-IJCNLP 2021 | August 2021
SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching
Baolin Peng, Chunyuan Li, Jinchao Li, Shahin Shayandeh, Lars Liden, Jianfeng Gao
Transactions of the Association for Computational Linguistics | April 2021
Multi-domain Task-oriented Dialog Challenge II
Jinchao Li, Qi Zhu, Baolin Peng, Lars Liden, Runze Liang, Ryuichi Takanobu, Shahin Shayandeh, Swadheen Shukla, Zheng Zhang, Minlie Huang, Jianfeng Gao
The Ninth Dialog System Technology Challenge | March 2020
Results of the Multi-Domain Task-Completion Dialog Challenge
Jinchao Li, Baolin Peng, Sungjin Lee, Jianfeng Gao, Ryuichi Takanobu, Qi Zhu, Minlie Huang, Hannes Schulz, Adam Atkinson, Mahmoud Adada
Proceedings of the 34th AAAI Conference on Artificial Intelligence, Eighth Dialog System Technology Challenge Workshop | February 2020
Unsupervised Dialogue Spectrum Generation for Log Dialogue Ranking
Xinnuo Xu, Sungjin Lee, Yizhe Zhang, Lars Liden
SIGDIAL | September 2019
Few-Shot Dialogue Generation Without Annotated Data: A Transfer Learning Approach
Igor Shalyminov, Sungjin Lee, Arash Eshghi, Oliver Lemon
Interspeech | September 2019
ConvLab: Multi-Domain End-to-End Dialog System Platform
Sungjin Lee, Qi Zhu, Ryuichi Takanobu, Xiang Li, Yaoqin Zhang, Zheng Zhang, Jinchao Li, Baolin Peng, Xiujun Li, Minlie Huang, Jianfeng Gao
ACL | July 2019
Contextual Out of domain Utterance Handling with Counterfeit Data Augmentation
Sungjin Lee, Igor Shalyminov
International Conference on Acoustics, Speech, and Signal Processing 2019 | May 2019
Multi-Domain Task-Completion Dialog Challenge
Sungjin Lee, Hannes Schulz, Adam Atkinson, Jianfeng Gao, Kaheer Suleman, Layla El Asri, Mahmoud Adada, Minlie Huang, Shikhar Sharma, Wendy Tay, Xiujun Li
Dialog System Technology Challenges 8 | March 2019
Improving Robustness of Neural Dialog Systems in a Data-Efficient Way with Turn Dropout
Igor Shalyminov, Sungjin Lee
The Thirty-second Annual Conference on Neural Information Processing Systems (NIPS) 2018, workshop on Conversational AI: “Today’s Practice and Tomorrow’s Potential | December 2018
Accumulating Conversational Skills using Continual Learning
Sungjin Lee
IEEE SLT 2018 | September 2018
Toward Continual Learning for Conversational Agents
Sungjin Lee
MSR-TR-2017-53 | December 2017
Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning
Baolin Peng, Xiujun Li, Lihong Li, Jianfeng Gao, Asli Celikyilmaz, Sungjin Lee, Kam-Fai Wong
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP) | September 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
Hybrid Code Networks: Practical and Efficient End-To-End Dialog Control With Supervised and Reinforcement Learning
Jason Williams, Kavosh Asadi, Geoffrey Zweig
Proceedings of 55th Annual Meeting of the Association for Computational Linguistics (ACL 2017) | July 2017
Sample-efficient Deep Reinforcement Learning for Dialog Control
Kavosh Asadi, Jason Williams
MSR-TR-2016-1134 | December 2016
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
Temporal Supervised Learning for Inferring a Dialog Policy from Example Conversations
Lihong Li, He He, Jason Williams
Proceedings IEEE Spoken Language Technology Workshop (SLT) | December 2014
To appear in the 2014 IEEE Spoken Language Technology Workshop.
-
Data Augmentation for Spoken Language Understanding via Pretrained Models
Baolin Peng, Chenguang Zhu, Michael Zeng, Jianfeng Gao
INTERSPEECH | September 2021
Few-shot Natural Language Generation for Task-Oriented Dialog
Baolin Peng, Chenguang Zhu, Chunyuan Li, Xiujun Li, Jinchao Li, Michael Zeng, Jianfeng Gao
Empirical Methods in Natural Language Processing (EMNLP) | November 2020
Multi-domain Task-oriented Dialog Challenge II
Jinchao Li, Qi Zhu, Baolin Peng, Lars Liden, Runze Liang, Ryuichi Takanobu, Shahin Shayandeh, Swadheen Shukla, Zheng Zhang, Minlie Huang, Jianfeng Gao
The Ninth Dialog System Technology Challenge | March 2020
Results of the Multi-Domain Task-Completion Dialog Challenge
Jinchao Li, Baolin Peng, Sungjin Lee, Jianfeng Gao, Ryuichi Takanobu, Qi Zhu, Minlie Huang, Hannes Schulz, Adam Atkinson, Mahmoud Adada
Proceedings of the 34th AAAI Conference on Artificial Intelligence, Eighth Dialog System Technology Challenge Workshop | February 2020
The Eighth Dialog System Technology Challenge
Seokhwan Kim, Michel Galley, Chulaka Gunasekara, Sungjin Lee, Adam Atkinson, Baolin Peng, Hannes Schulz, Jianfeng Gao, Jinchao Li, Mahmoud Adada, Minlie Huang, Luis Lastras, Jonathan K Kummerfeld, Walter S Lasecki, Chiori Hori, Anoop Cherian, Tim K Marks, Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta
The third Conversational AI workshop, NeurIPS | December 2019
Unsupervised Dialogue Spectrum Generation for Log Dialogue Ranking
Xinnuo Xu, Sungjin Lee, Yizhe Zhang, Lars Liden
SIGDIAL | September 2019
Few-Shot Dialogue Generation Without Annotated Data: A Transfer Learning Approach
Igor Shalyminov, Sungjin Lee, Arash Eshghi, Oliver Lemon
Interspeech | September 2019
ConvLab: Multi-Domain End-to-End Dialog System Platform
Sungjin Lee, Qi Zhu, Ryuichi Takanobu, Xiang Li, Yaoqin Zhang, Zheng Zhang, Jinchao Li, Baolin Peng, Xiujun Li, Minlie Huang, Jianfeng Gao
ACL | July 2019
Contextual Out of domain Utterance Handling with Counterfeit Data Augmentation
Sungjin Lee, Igor Shalyminov
International Conference on Acoustics, Speech, and Signal Processing 2019 | May 2019
Multi-Domain Task-Completion Dialog Challenge
Sungjin Lee, Hannes Schulz, Adam Atkinson, Jianfeng Gao, Kaheer Suleman, Layla El Asri, Mahmoud Adada, Minlie Huang, Shikhar Sharma, Wendy Tay, Xiujun Li
Dialog System Technology Challenges 8 | March 2019
Adversarial Advantage Actor-Critic Model for Task-Completion Dialogue Policy Learning
Baolin Peng, Xiujun Li, Jianfeng Gao, Jingjing Liu, Yun-Nung Chen, Kam-Fai Wong
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | December 2018
Nudging Neural Conversational Model with Domain Knowledge
Sungjin Lee
November 2018
Accumulating Conversational Skills using Continual Learning
Sungjin Lee
IEEE SLT 2018 | September 2018
Toward Continual Learning for Conversational Agents
Sungjin Lee
MSR-TR-2017-53 | December 2017
ONENET: Joint Domain, Intent, Slot Prediction for Spoken Language Understanding
Young-Bum Kim, Sungjin Lee, Karl Stratos
2017 IEEE Automatic Speech Recognition and Understanding Workshop | December 2017
Speaker-Sensitive Dual Memory Networks for Multi-Turn Slot Tagging
Young-Bum Kim, Sungjin Lee, Ruhi Sarikaya
2017 IEEE Automatic Speech Recognition and Understanding Workshop | December 2017
Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning
Baolin Peng, Xiujun Li, Lihong Li, Jianfeng Gao, Asli Celikyilmaz, Sungjin Lee, Kam-Fai Wong
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP) | September 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
Hybrid Code Networks: Practical and Efficient End-To-End Dialog Control With Supervised and Reinforcement Learning
Jason Williams, Kavosh Asadi, Geoffrey Zweig
Proceedings of 55th Annual Meeting of the Association for Computational Linguistics (ACL 2017) | July 2017
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
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.
-
Multi-domain Task-oriented Dialog Challenge II
Jinchao Li, Qi Zhu, Baolin Peng, Lars Liden, Runze Liang, Ryuichi Takanobu, Shahin Shayandeh, Swadheen Shukla, Zheng Zhang, Minlie Huang, Jianfeng Gao
The Ninth Dialog System Technology Challenge | March 2020
Results of the Multi-Domain Task-Completion Dialog Challenge
Jinchao Li, Baolin Peng, Sungjin Lee, Jianfeng Gao, Ryuichi Takanobu, Qi Zhu, Minlie Huang, Hannes Schulz, Adam Atkinson, Mahmoud Adada
Proceedings of the 34th AAAI Conference on Artificial Intelligence, Eighth Dialog System Technology Challenge Workshop | February 2020
Unsupervised Dialogue Spectrum Generation for Log Dialogue Ranking
Xinnuo Xu, Sungjin Lee, Yizhe Zhang, Lars Liden
SIGDIAL | September 2019
Few-Shot Dialogue Generation Without Annotated Data: A Transfer Learning Approach
Igor Shalyminov, Sungjin Lee, Arash Eshghi, Oliver Lemon
Interspeech | September 2019
Contextual Out of domain Utterance Handling with Counterfeit Data Augmentation
Sungjin Lee, Igor Shalyminov
International Conference on Acoustics, Speech, and Signal Processing 2019 | May 2019
Multi-Domain Task-Completion Dialog Challenge
Sungjin Lee, Hannes Schulz, Adam Atkinson, Jianfeng Gao, Kaheer Suleman, Layla El Asri, Mahmoud Adada, Minlie Huang, Shikhar Sharma, Wendy Tay, Xiujun Li
Dialog System Technology Challenges 8 | March 2019
Improving Robustness of Neural Dialog Systems in a Data-Efficient Way with Turn Dropout
Igor Shalyminov, Sungjin Lee
The Thirty-second Annual Conference on Neural Information Processing Systems (NIPS) 2018, workshop on Conversational AI: “Today’s Practice and Tomorrow’s Potential | December 2018
Nudging Neural Conversational Model with Domain Knowledge
Sungjin Lee
November 2018
Toward Continual Learning for Conversational Agents
Sungjin Lee
MSR-TR-2017-53 | December 2017
ONENET: Joint Domain, Intent, Slot Prediction for Spoken Language Understanding
Young-Bum Kim, Sungjin Lee, Karl Stratos
2017 IEEE Automatic Speech Recognition and Understanding Workshop | December 2017
Speaker-Sensitive Dual Memory Networks for Multi-Turn Slot Tagging
Young-Bum Kim, Sungjin Lee, Ruhi Sarikaya
2017 IEEE Automatic Speech Recognition and Understanding Workshop | December 2017
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
POMDP-based Statistical Spoken Dialogue Systems: a Review
Steve Young, Milica Gasic, Blaise Thomson, Jason Williams
Proceedings of the IEEE | January 2012
DOI 10.1109/JPROC.2012.2225812
-
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.
Publication Type
-
RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems
Baolin Peng, Chunyuan Li, Zhu Zhang, Chenguang Zhu, Jinchao Li, Jianfeng Gao
ACL-IJCNLP 2021 | August 2021
SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching
Baolin Peng, Chunyuan Li, Jinchao Li, Shahin Shayandeh, Lars Liden, Jianfeng Gao
Transactions of the Association for Computational Linguistics | April 2021
Multi-domain Task-oriented Dialog Challenge II
Jinchao Li, Qi Zhu, Baolin Peng, Lars Liden, Runze Liang, Ryuichi Takanobu, Shahin Shayandeh, Swadheen Shukla, Zheng Zhang, Minlie Huang, Jianfeng Gao
The Ninth Dialog System Technology Challenge | March 2020
Results of the Multi-Domain Task-Completion Dialog Challenge
Jinchao Li, Baolin Peng, Sungjin Lee, Jianfeng Gao, Ryuichi Takanobu, Qi Zhu, Minlie Huang, Hannes Schulz, Adam Atkinson, Mahmoud Adada
Proceedings of the 34th AAAI Conference on Artificial Intelligence, Eighth Dialog System Technology Challenge Workshop | February 2020
The Eighth Dialog System Technology Challenge
Seokhwan Kim, Michel Galley, Chulaka Gunasekara, Sungjin Lee, Adam Atkinson, Baolin Peng, Hannes Schulz, Jianfeng Gao, Jinchao Li, Mahmoud Adada, Minlie Huang, Luis Lastras, Jonathan K Kummerfeld, Walter S Lasecki, Chiori Hori, Anoop Cherian, Tim K Marks, Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta
The third Conversational AI workshop, NeurIPS | December 2019
Unsupervised Dialogue Spectrum Generation for Log Dialogue Ranking
Xinnuo Xu, Sungjin Lee, Yizhe Zhang, Lars Liden
SIGDIAL | September 2019
Few-Shot Dialogue Generation Without Annotated Data: A Transfer Learning Approach
Igor Shalyminov, Sungjin Lee, Arash Eshghi, Oliver Lemon
Interspeech | September 2019
ConvLab: Multi-Domain End-to-End Dialog System Platform
Sungjin Lee, Qi Zhu, Ryuichi Takanobu, Xiang Li, Yaoqin Zhang, Zheng Zhang, Jinchao Li, Baolin Peng, Xiujun Li, Minlie Huang, Jianfeng Gao
ACL | July 2019
Contextual Out of domain Utterance Handling with Counterfeit Data Augmentation
Sungjin Lee, Igor Shalyminov
International Conference on Acoustics, Speech, and Signal Processing 2019 | May 2019
Multi-Domain Task-Completion Dialog Challenge
Sungjin Lee, Hannes Schulz, Adam Atkinson, Jianfeng Gao, Kaheer Suleman, Layla El Asri, Mahmoud Adada, Minlie Huang, Shikhar Sharma, Wendy Tay, Xiujun Li
Dialog System Technology Challenges 8 | March 2019
Improving Robustness of Neural Dialog Systems in a Data-Efficient Way with Turn Dropout
Igor Shalyminov, Sungjin Lee
The Thirty-second Annual Conference on Neural Information Processing Systems (NIPS) 2018, workshop on Conversational AI: “Today’s Practice and Tomorrow’s Potential | December 2018
Adversarial Advantage Actor-Critic Model for Task-Completion Dialogue Policy Learning
Baolin Peng, Xiujun Li, Jianfeng Gao, Jingjing Liu, Yun-Nung Chen, Kam-Fai Wong
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | December 2018
Accumulating Conversational Skills using Continual Learning
Sungjin Lee
IEEE SLT 2018 | September 2018
ONENET: Joint Domain, Intent, Slot Prediction for Spoken Language Understanding
Young-Bum Kim, Sungjin Lee, Karl Stratos
2017 IEEE Automatic Speech Recognition and Understanding Workshop | December 2017
Speaker-Sensitive Dual Memory Networks for Multi-Turn Slot Tagging
Young-Bum Kim, Sungjin Lee, Ruhi Sarikaya
2017 IEEE Automatic Speech Recognition and Understanding Workshop | December 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
Hybrid Code Networks: Practical and Efficient End-To-End Dialog Control With Supervised and Reinforcement Learning
Jason Williams, Kavosh Asadi, Geoffrey Zweig
Proceedings of 55th Annual Meeting of the Association for Computational Linguistics (ACL 2017) | July 2017
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
Temporal Supervised Learning for Inferring a Dialog Policy from Example Conversations
Lihong Li, He He, Jason Williams
Proceedings IEEE Spoken Language Technology Workshop (SLT) | December 2014
To appear in the 2014 IEEE Spoken Language Technology Workshop.
Web-Style Ranking and SLU Combination For Dialog State Tracking
Jason Williams
Proceedings of SIGDIAL | June 2014
Proceedings of SIGDIAL
POMDP-based Statistical Spoken Dialogue Systems: a Review
Steve Young, Milica Gasic, Blaise Thomson, Jason Williams
Proceedings of the IEEE | January 2012
DOI 10.1109/JPROC.2012.2225812
-
Data Augmentation for Spoken Language Understanding via Pretrained Models
Baolin Peng, Chenguang Zhu, Michael Zeng, Jianfeng Gao
INTERSPEECH | September 2021
Few-shot Natural Language Generation for Task-Oriented Dialog
Baolin Peng, Chenguang Zhu, Chunyuan Li, Xiujun Li, Jinchao Li, Michael Zeng, Jianfeng Gao
Empirical Methods in Natural Language Processing (EMNLP) | November 2020
Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning
Baolin Peng, Xiujun Li, Lihong Li, Jianfeng Gao, Asli Celikyilmaz, Sungjin Lee, Kam-Fai Wong
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP) | September 2017
The Dialog State Tracking Challenge Series: A Review
Jason Williams, Antoine Raux, Matthew Henderson
Dialogue & Discourse | April 2016
-
Nudging Neural Conversational Model with Domain Knowledge
Sungjin Lee
November 2018
-
Toward Continual Learning for Conversational Agents
Sungjin Lee
MSR-TR-2017-53 | December 2017
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