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Unsupervised Reinforcement Adaptation for Class-Imbalanced Text Classification


May 26, 2022
Yuexin Wu, Xiaolei Huang

* *SEM2022 

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Token Dropping for Efficient BERT Pretraining


Mar 24, 2022
Le Hou, Richard Yuanzhe Pang, Tianyi Zhou, Yuexin Wu, Xinying Song, Xiaodan Song, Denny Zhou

* ACL 2022 

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Provable Stochastic Optimization for Global Contrastive Learning: Small Batch Does Not Harm Performance


Feb 24, 2022
Zhuoning Yuan, Yuexin Wu, Zihao Qiu, Xianzhi Du, Lijun Zhang, Denny Zhou, Tianbao Yang


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Generalized Multi-Relational Graph Convolution Network


Jun 12, 2020
Donghan Yu, Yiming Yang, Ruohong Zhang, Yuexin Wu


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Graph-Revised Convolutional Network


Nov 17, 2019
Donghan Yu, Ruohong Zhang, Zhengbao Jiang, Yuexin Wu, Yiming Yang


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Active Learning for Graph Neural Networks via Node Feature Propagation


Oct 16, 2019
Yuexin Wu, Yichong Xu, Aarti Singh, Yiming Yang, Artur Dubrawski

* 16 pages, 5 figures 

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StoryGAN: A Sequential Conditional GAN for Story Visualization


Dec 06, 2018
Yitong Li, Zhe Gan, Yelong Shen, Jingjing Liu, Yu Cheng, Yuexin Wu, Lawrence Carin, David Carlson, Jianfeng Gao


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Switch-based Active Deep Dyna-Q: Efficient Adaptive Planning for Task-Completion Dialogue Policy Learning


Nov 19, 2018
Yuexin Wu, Xiujun Li, Jingjing Liu, Jianfeng Gao, Yiming Yang

* 8 pages, 9 figures, AAAI 2019 

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Unsupervised Cross-lingual Transfer of Word Embedding Spaces


Sep 10, 2018
Ruochen Xu, Yiming Yang, Naoki Otani, Yuexin Wu

* EMNLP 2018 

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Contextual Encoding for Translation Quality Estimation


Sep 01, 2018
Junjie Hu, Wei-Cheng Chang, Yuexin Wu, Graham Neubig

* 6 pages, 2018 Third Conference on Machine Translation (WMT18) 

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