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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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Substance over Style: Document-Level Targeted Content Transfer

Oct 16, 2020
Allison Hegel, Sudha Rao, Asli Celikyilmaz, Bill Dolan

* This paper has been accepted to be published at EMNLP 2020 

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Contextualized Perturbation for Textual Adversarial Attack

Sep 16, 2020
Dianqi Li, Yizhe Zhang, Hao Peng, Liqun Chen, Chris Brockett, Ming-Ting Sun, 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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Reparameterized Variational Divergence Minimization for Stable Imitation

Jun 18, 2020
Dilip Arumugam, Debadeepta Dey, Alekh Agarwal, Asli Celikyilmaz, Elnaz Nouri, Bill Dolan


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A Recipe for Creating Multimodal Aligned Datasets for Sequential Tasks

May 19, 2020
Angela S. Lin, Sudha Rao, Asli Celikyilmaz, Elnaz Nouri, Chris Brockett, Debadeepta Dey, Bill Dolan

* Association of Computational Linguistics 2020 
* This paper has been accepted to be published at ACL 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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POINTER: Constrained Text Generation via Insertion-based Generative Pre-training

May 01, 2020
Yizhe Zhang, Guoyin Wang, Chunyuan Li, Zhe Gan, Chris Brockett, Bill Dolan


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Unsupervised Common Question Generation from Multiple Documents using Reinforced Contrastive Coordinator

Nov 08, 2019
Woon Sang Cho, Yizhe Zhang, Sudha Rao, Asli Celikyilmaz, Chenyan Xiong, Jianfeng Gao, Mengdi Wang, Bill Dolan


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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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Domain Adaptive Text Style Transfer

Aug 25, 2019
Dianqi Li, Yizhe Zhang, Zhe Gan, Yu Cheng, Chris Brockett, Ming-Ting Sun, Bill Dolan

* EMNLP 2019, long paper 

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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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Vision-based Navigation with Language-based Assistance via Imitation Learning with Indirect Intervention

Apr 06, 2019
Khanh Nguyen, Debadeepta Dey, Chris Brockett, Bill Dolan

* In CVPR 2019, 16 pages, appendix included 

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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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Generating More Interesting Responses in Neural Conversation Models with Distributional Constraints

Sep 04, 2018
Ashutosh Baheti, Alan Ritter, Jiwei Li, Bill Dolan


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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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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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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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