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ImaginE: An Imagination-Based Automatic Evaluation Metric for Natural Language Generation


Jun 10, 2021
Wanrong Zhu, Xin Eric Wang, An Yan, Miguel Eckstein, William Yang Wang


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Diagnosing Vision-and-Language Navigation: What Really Matters


Mar 30, 2021
Wanrong Zhu, Yuankai Qi, Pradyumna Narayana, Kazoo Sone, Sugato Basu, Xin Eric Wang, Qi Wu, Miguel Eckstein, William Yang Wang


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Towards Understanding Sample Variance in Visually Grounded Language Generation: Evaluations and Observations


Oct 07, 2020
Wanrong Zhu, Xin Eric Wang, Pradyumna Narayana, Kazoo Sone, Sugato Basu, William Yang Wang

* EMNLP 2020 

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Multimodal Text Style Transfer for Outdoor Vision-and-Language Navigation


Jul 01, 2020
Wanrong Zhu, Xin Wang, Tsu-Jui Fu, An Yan, Pradyumna Narayana, Kazoo Sone, Sugato Basu, William Yang Wang


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A Fully Online Approach for Covariance Matrices Estimation of Stochastic Gradient Descent Solutions


Feb 10, 2020
Wanrong Zhu, Xi Chen, Wei Biao Wu


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Text Infilling


Jan 18, 2019
Wanrong Zhu, Zhiting Hu, Eric Xing


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Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation


Sep 04, 2018
Zhiting Hu, Haoran Shi, Zichao Yang, Bowen Tan, Tiancheng Zhao, Junxian He, Wentao Wang, Xingjiang Yu, Lianhui Qin, Di Wang, Xuezhe Ma, Hector Liu, Xiaodan Liang, Wanrong Zhu, Devendra Singh Sachan, Eric P. Xing

* 14 pages; Github: https://github.com/asyml/texar 

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