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Improving Text Generation with Student-Forcing Optimal Transport

Oct 12, 2020
Guoyin Wang, Chunyuan Li, Jianqiao Li, Hao Fu, Yuh-Chen Lin, Liqun Chen, Yizhe Zhang, Chenyang Tao, Ruiyi Zhang, Wenlin Wang, Dinghan Shen, Qian Yang, Lawrence Carin

* To appear 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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Weakly supervised cross-domain alignment with optimal transport

Aug 14, 2020
Siyang Yuan, Ke Bai, Liqun Chen, Yizhe Zhang, Chenyang Tao, Chunyuan Li, Guoyin Wang, Ricardo Henao, Lawrence Carin

* Accepted to BMVC 2020 (Oral) 

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Structured Convolutions for Efficient Neural Network Design

Aug 06, 2020
Yash Bhalgat, Yizhe Zhang, Jamie Lin, Fatih Porikli


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Improving Disentangled Text Representation Learning with Information-Theoretic Guidance

Jun 06, 2020
Pengyu Cheng, Martin Renqiang Min, Dinghan Shen, Christopher Malon, Yizhe Zhang, Yitong Li, Lawrence Carin

* Accepted by the 58th Annual Meeting of the Association for Computational Linguistics (ACL2020) 

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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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Contextual Text Style Transfer

Apr 30, 2020
Yu Cheng, Zhe Gan, Yizhe Zhang, Oussama Elachqar, Dianqi Li, Jingjing Liu


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Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space

Apr 05, 2020
Chunyuan Li, Xiang Gao, Yuan Li, Xiujun Li, Baolin Peng, Yizhe Zhang, Jianfeng Gao


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Adaptive Correlated Monte Carlo for Contextual Categorical Sequence Generation

Dec 31, 2019
Xinjie Fan, Yizhe Zhang, Zhendong Wang, Mingyuan Zhou

* ICLR 2020 

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INSET: Sentence Infilling with Inter-sentential Generative Pre-training

Nov 10, 2019
Yichen Huang, Yizhe Zhang, Oussama Elachqar, Yu Cheng

* Y.H. and Y.Z. contributed equally to this work 

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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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Generating a Common Question from Multiple Documents using Multi-source Encoder-Decoder Models

Oct 25, 2019
Woon Sang Cho, Yizhe Zhang, Sudha Rao, Chris Brockett, Sungjin Lee

* Accepted at EMNLP-IJCNLP 2019 - The 3rd Workshop on Neural Generation and Translation 

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Contrastively Smoothed Class Alignment for Unsupervised Domain Adaptation

Sep 13, 2019
Shuyang Dai, Yu Cheng, Yizhe Zhang, Zhe Gan, Jingjing Liu, Lawrence Carin


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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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Second-order Non-local Attention Networks for Person Re-identification

Aug 31, 2019
Bryan, Xia, Yuan Gong, Yizhe Zhang, Christian Poellabauer

* ICCV 2019 

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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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Decompose-and-Integrate Learning for Multi-class Segmentation in Medical Images

Jun 07, 2019
Yizhe Zhang, Michael T. C. Ying, Danny Z. Chen

* To appear in MICCAI 2019 

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Improving Textual Network Embedding with Global Attention via Optimal Transport

Jun 05, 2019
Liqun Chen, Guoyin Wang, Chenyang Tao, Dinghan Shen, Pengyu Cheng, Xinyuan Zhang, Wenlin Wang, Yizhe Zhang, Lawrence Carin


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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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SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation

Feb 28, 2019
Yizhe Zhang, Lin Yang, Hao Zheng, Peixian Liang, Colleen Mangold, Raquel G. Loreto, David P. Hughes, Danny Z. Chen

* To appear in MIDL2019 and PMLR 

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Towards Generating Long and Coherent Text with Multi-Level Latent Variable Models

Feb 01, 2019
Dinghan Shen, Asli Celikyilmaz, Yizhe Zhang, Liqun Chen, Xin Wang, Jianfeng Gao, Lawrence Carin


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Improving Sequence-to-Sequence Learning via Optimal Transport

Jan 18, 2019
Liqun Chen, Yizhe Zhang, Ruiyi Zhang, Chenyang Tao, Zhe Gan, Haichao Zhang, Bai Li, Dinghan Shen, Changyou Chen, Lawrence Carin


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Cascade Decoder: A Universal Decoding Method for Biomedical Image Segmentation

Jan 15, 2019
Peixian Liang, Jianxu Chen, Hao Zheng, Lin Yang, Yizhe Zhang, Danny Z. Chen

* Accepted at ISBI 2019 

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A New Ensemble Learning Framework for 3D Biomedical Image Segmentation

Dec 10, 2018
Hao Zheng, Yizhe Zhang, Lin Yang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen

* To appear in AAAI-2019. The first three authors contributed equally to the paper 

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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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