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Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations


Jul 20, 2022
Haoran Xu, Xianyuan Zhan, Honglei Yin, Huiling Qin

* ICML 2022, code at https://github.com/ryanxhr/DWBC 

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Discriminator-Guided Model-Based Offline Imitation Learning


Jul 05, 2022
Wenjia Zhang, Haoran Xu, Haoyi Niu, Peng Cheng, Ming Li, Heming Zhang, Guyue Zhou, Xianyuan Zhan


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The Importance of Being Parameters: An Intra-Distillation Method for Serious Gains


May 23, 2022
Haoran Xu, Philipp Koehn, Kenton Murray


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Distance-Sensitive Offline Reinforcement Learning


May 23, 2022
Jianxiong Li, Xianyuan Zhan, Haoran Xu, Xiangyu Zhu, Jingjing Liu, Ya-Qin Zhang

* 29 pages, 14 figures, preprint 

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Por Qué Não Utiliser Alla Språk? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual Transfer


Apr 29, 2022
Haoran Xu, Kenton Murray

* Accepted at Findings of NAACL 2022 

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VAE based Text Style Transfer with Pivot Words Enhancement Learning


Dec 06, 2021
Haoran Xu, Sixing Lu, Zhongkai Sun, Chengyuan Ma, Chenlei Guo

* Accepted at The eighteenth International Conference on Natural Language Processing 

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Adaptive Bridge between Training and Inference for Dialogue


Oct 22, 2021
Haoran Xu, Hainan Zhang, Yanyan Zou, Hongshen Chen, Zhuoye Ding, Yanyan Lan

* EMNLP2021 

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Offline Reinforcement Learning with Soft Behavior Regularization


Oct 14, 2021
Haoran Xu, Xianyuan Zhan, Jianxiong Li, Honglei Yin


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Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction


Sep 14, 2021
Mahsa Yarmohammadi, Shijie Wu, Marc Marone, Haoran Xu, Seth Ebner, Guanghui Qin, Yunmo Chen, Jialiang Guo, Craig Harman, Kenton Murray, Aaron Steven White, Mark Dredze, Benjamin Van Durme

* EMNLP 2021 

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BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation


Sep 09, 2021
Haoran Xu, Benjamin Van Durme, Kenton Murray

* EMNLP 2021 
* EMNLP 2021 

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