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An Adversarially-Learned Turing Test for Dialog Generation Models


Apr 16, 2021
Xiang Gao, Yizhe Zhang, Michel Galley, Bill Dolan

* 7 pages, 2 figures 

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Ask what's missing and what's useful: Improving Clarification Question Generation using Global Knowledge


Apr 14, 2021
Bodhisattwa Prasad Majumder, Sudha Rao, Michel Galley, Julian McAuley

* Accepted in NAACL 2021, Code is available at https://github.com/microsoft/clarification-qgen-globalinfo 

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Data Augmentation for Abstractive Query-Focused Multi-Document Summarization


Mar 02, 2021
Ramakanth Pasunuru, Asli Celikyilmaz, Michel Galley, Chenyan Xiong, Yizhe Zhang, Mohit Bansal, Jianfeng Gao

* AAAI 2021 (13 pages) 

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Text Editing by Command


Oct 24, 2020
Felix Faltings, Michel Galley, Gerold Hintz, Chris Brockett, Chris Quirk, Jianfeng Gao, Bill Dolan


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Dialogue Response Ranking Training with Large-Scale Human Feedback Data


Sep 15, 2020
Xiang Gao, Yizhe Zhang, Michel Galley, Chris Brockett, Bill Dolan

* Accepted to appear at EMNLP 2020 

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MixingBoard: a Knowledgeable Stylized Integrated Text Generation Platform


May 17, 2020
Xiang Gao, Michel Galley, Bill Dolan

* accepted at ACL 2020 

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A Controllable Model of Grounded Response Generation


May 01, 2020
Zeqiu Wu, Michel Galley, Chris Brockett, Yizhe Zhang, Xiang Gao, Chris Quirk, Rik Koncel-Kedziorski, Jianfeng Gao, Hannaneh Hajishirzi, Mari Ostendorf, Bill Dolan


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The Eighth Dialog System Technology Challenge


Nov 14, 2019
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

* Submitted to NeurIPS 2019 3rd Conversational AI Workshop 

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DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation


Nov 01, 2019
Yizhe Zhang, Siqi Sun, Michel Galley, Yen-Chun Chen, Chris Brockett, Xiang Gao, Jianfeng Gao, Jingjing Liu, Bill Dolan


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Structuring Latent Spaces for Stylized Response Generation


Sep 03, 2019
Xiang Gao, Yizhe Zhang, Sungjin Lee, Michel Galley, Chris Brockett, Jianfeng Gao, Bill Dolan

* EMNLP 2019 
* accepted to appear at EMNLP 2019 (long) 

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Conversing by Reading: Contentful Neural Conversation with On-demand Machine Reading


Jun 07, 2019
Lianhui Qin, Michel Galley, Chris Brockett, Xiaodong Liu, Xiang Gao, Bill Dolan, Yejin Choi, Jianfeng Gao

* ACL 2019 long paper 

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Towards Content Transfer through Grounded Text Generation


May 13, 2019
Shrimai Prabhumoye, Chris Quirk, Michel Galley

* Proc. NAACL 2019 

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Jointly Optimizing Diversity and Relevance in Neural Response Generation


Apr 04, 2019
Xiang Gao, Sungjin Lee, Yizhe Zhang, Chris Brockett, Michel Galley, Jianfeng Gao, Bill Dolan

* Long paper accepted at NAACL 2019 

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Consistent Dialogue Generation with Self-supervised Feature Learning


Mar 27, 2019
Yizhe Zhang, Xiang Gao, Sungjin Lee, Chris Brockett, Michel Galley, Jianfeng Gao, Bill Dolan


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Dialog System Technology Challenge 7


Jan 11, 2019
Koichiro Yoshino, Chiori Hori, Julien Perez, Luis Fernando D'Haro, Lazaros Polymenakos, Chulaka Gunasekara, Walter S. Lasecki, Jonathan K. Kummerfeld, Michel Galley, Chris Brockett, Jianfeng Gao, Bill Dolan, Xiang Gao, Huda Alamari, Tim K. Marks, Devi Parikh, Dhruv Batra

* This paper is presented at NIPS2018 2nd Conversational AI workshop 

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Generating Informative and Diverse Conversational Responses via Adversarial Information Maximization


Nov 03, 2018
Yizhe Zhang, Michel Galley, Jianfeng Gao, Zhe Gan, Xiujun Li, Chris Brockett, Bill Dolan

* NIPS 2018 

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A bird's-eye view on coherence, and a worm's-eye view on cohesion


Nov 01, 2018
Woon Sang Cho, Pengchuan Zhang, Yizhe Zhang, Xiujun Li, Michel Galley, Mengdi Wang, Jianfeng Gao


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Neural Approaches to Conversational AI


Sep 21, 2018
Jianfeng Gao, Michel Galley, Lihong Li

* Submitted to Foundations and Trends in Information Retrieval (85 pages) 

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Multi-Task Learning for Speaker-Role Adaptation in Neural Conversation Models


Oct 20, 2017
Yi Luan, Chris Brockett, Bill Dolan, Jianfeng Gao, Michel Galley


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Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation


Apr 20, 2017
Nasrin Mostafazadeh, Chris Brockett, Bill Dolan, Michel Galley, Jianfeng Gao, Georgios P. Spithourakis, Lucy Vanderwende


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A Knowledge-Grounded Neural Conversation Model


Feb 07, 2017
Marjan Ghazvininejad, Chris Brockett, Ming-Wei Chang, Bill Dolan, Jianfeng Gao, Wen-tau Yih, Michel Galley

* 10 pages 

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Deep Reinforcement Learning for Dialogue Generation


Sep 29, 2016
Jiwei Li, Will Monroe, Alan Ritter, Michel Galley, Jianfeng Gao, Dan Jurafsky


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A Diversity-Promoting Objective Function for Neural Conversation Models


Jun 10, 2016
Jiwei Li, Michel Galley, Chris Brockett, Jianfeng Gao, Bill Dolan

* In. Proc of NAACL 2016 

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A Persona-Based Neural Conversation Model


Jun 08, 2016
Jiwei Li, Michel Galley, Chris Brockett, Georgios P. Spithourakis, Jianfeng Gao, Bill Dolan

* Accepted for publication at ACL 2016 

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Visual Storytelling


Apr 13, 2016
Ting-Hao, Huang, Francis Ferraro, Nasrin Mostafazadeh, Ishan Misra, Aishwarya Agrawal, Jacob Devlin, Ross Girshick, Xiaodong He, Pushmeet Kohli, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh, Lucy Vanderwende, Michel Galley, Margaret Mitchell

* to appear in NAACL 2016 

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A Survey of Current Datasets for Vision and Language Research


Aug 19, 2015
Francis Ferraro, Nasrin Mostafazadeh, Ting-Hao, Huang, Lucy Vanderwende, Jacob Devlin, Michel Galley, Margaret Mitchell

* To appear in EMNLP 2015, short proceedings. Dataset analysis and discussion expanded, including an initial examination into reporting bias for one of them. F.F. and N.M. contributed equally to this work 

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deltaBLEU: A Discriminative Metric for Generation Tasks with Intrinsically Diverse Targets


Jun 24, 2015
Michel Galley, Chris Brockett, Alessandro Sordoni, Yangfeng Ji, Michael Auli, Chris Quirk, Margaret Mitchell, Jianfeng Gao, Bill Dolan

* 6 pages, to appear at ACL 2015 

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A Neural Network Approach to Context-Sensitive Generation of Conversational Responses


Jun 22, 2015
Alessandro Sordoni, Michel Galley, Michael Auli, Chris Brockett, Yangfeng Ji, Margaret Mitchell, Jian-Yun Nie, Jianfeng Gao, Bill Dolan

* A. Sordoni, M. Galley, M. Auli, C. Brockett, Y. Ji, M. Mitchell, J.-Y. Nie, J. Gao, B. Dolan. 2015. A Neural Network Approach to Context-Sensitive Generation of Conversational Responses. In Proc. of NAACL-HLT. Pages 196-205 

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