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Automatic Document Sketching: Generating Drafts from Analogous Texts


Jun 14, 2021
Zeqiu Wu, Michel Galley, Chris Brockett, Yizhe Zhang, Bill Dolan

* Findings of ACL 2021 

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Joint Retrieval and Generation Training for Grounded Text Generation


Jun 03, 2021
Yizhe Zhang, Siqi Sun, Xiang Gao, Yuwei Fang, Chris Brockett, Michel Galley, Jianfeng Gao, Bill Dolan


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A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation


Apr 18, 2021
Tianyu Liu, Yizhe Zhang, Chris Brockett, Yi Mao, Zhifang Sui, Weizhu Chen, Bill Dolan


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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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InverseForm: A Loss Function for Structured Boundary-Aware Segmentation


Apr 08, 2021
Shubhankar Borse, Ying Wang, Yizhe Zhang, Fatih Porikli

* Accepted to CVPR 2021 as an oral presentation 

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Finetuning Pretrained Transformers into RNNs


Mar 24, 2021
Jungo Kasai, Hao Peng, Yizhe Zhang, Dani Yogatama, Gabriel Ilharco, Nikolaos Pappas, Yi Mao, Weizhu Chen, Noah A. Smith


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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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What Makes Good In-Context Examples for GPT-$3$?


Jan 17, 2021
Jiachang Liu, Dinghan Shen, Yizhe Zhang, Bill Dolan, Lawrence Carin, Weizhu Chen


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SDA: Improving Text Generation with Self Data Augmentation


Jan 02, 2021
Ping Yu, Ruiyi Zhang, Yang Zhao, Yizhe Zhang, Chunyuan Li, Changyou Chen


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Narrative Incoherence Detection


Dec 21, 2020
Deng Cai, Yizhe Zhang, Yichen Huang, Wai Lam, Bill Dolan


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Unlabeled Data Guided Semi-supervised Histopathology Image Segmentation


Dec 17, 2020
Hongxiao Wang, Hao Zheng, Jianxu Chen, Lin Yang, Yizhe Zhang, Danny Z. Chen

* Accepted paper for the 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 

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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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