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Self-Training with Differentiable Teacher


Sep 15, 2021
Simiao Zuo, Yue Yu, Chen Liang, Haoming Jiang, Siawpeng Er, Chao Zhang, Tuo Zhao, Hongyuan Zha


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ARCH: Efficient Adversarial Regularized Training with Caching


Sep 15, 2021
Simiao Zuo, Chen Liang, Haoming Jiang, Pengcheng He, Xiaodong Liu, Jianfeng Gao, Weizhu Chen, Tuo Zhao


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Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data


Jun 16, 2021
Haoming Jiang, Danqing Zhang, Tianyu Cao, Bing Yin, Tuo Zhao

* The 59th Annual Meeting of the Association for Computational Linguistics (ACL 2021) 

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Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization


Jun 08, 2021
Chen Liang, Simiao Zuo, Minshuo Chen, Haoming Jiang, Xiaodong Liu, Pengcheng He, Tuo Zhao, Weizhu Chen

* The 59th annual meeting of the Association for Computational Linguistics (ACL 2021) 

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Adversarial Training as Stackelberg Game: An Unrolled Optimization Approach


Apr 11, 2021
Simiao Zuo, Chen Liang, Haoming Jiang, Xiaodong Liu, Pengcheng He, Jianfeng Gao, Weizhu Chen, Tuo Zhao


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Token-wise Curriculum Learning for Neural Machine Translation


Mar 20, 2021
Chen Liang, Haoming Jiang, Xiaodong Liu, Pengcheng He, Weizhu Chen, Jianfeng Gao, Tuo Zhao


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Towards Automatic Evaluation of Dialog Systems: A Model-Free Off-Policy Evaluation Approach


Feb 28, 2021
Haoming Jiang, Bo Dai, Mengjiao Yang, Tuo Zhao, Wei Wei


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Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data


Oct 22, 2020
Lingkai Kong, Haoming Jiang, Yuchen Zhuang, Jie Lyu, Tuo Zhao, Chao Zhang

* EMNLP2020 long paper 

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Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach


Oct 20, 2020
Yue Yu, Simiao Zuo, Haoming Jiang, Wendi Ren, Tuo Zhao, Chao Zhang


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BOND: BERT-Assisted Open-Domain Named Entity Recognition with Distant Supervision


Jun 28, 2020
Chen Liang, Yue Yu, Haoming Jiang, Siawpeng Er, Ruijia Wang, Tuo Zhao, Chao Zhang

* Proceedings of the 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '20) 

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Picasso: A Sparse Learning Library for High Dimensional Data Analysis in R and Python


Jun 27, 2020
Jason Ge, Xingguo Li, Haoming Jiang, Han Liu, Tong Zhang, Mengdi Wang, Tuo Zhao

* Journal of Machine Learning Research 20 (2019): 44-1 

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Deep Reinforcement Learning with Smooth Policy


Mar 24, 2020
Qianli Shen, Yan Li, Haoming Jiang, Zhaoran Wang, Tuo Zhao


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Transformer Hawkes Process


Feb 21, 2020
Simiao Zuo, Haoming Jiang, Zichong Li, Tuo Zhao, Hongyuan Zha


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SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization


Nov 08, 2019
Haoming Jiang, Pengcheng He, Weizhu Chen, Xiaodong Liu, Jianfeng Gao, Tuo Zhao


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Multi-Domain Neural Machine Translation with Word-Level Adaptive Layer-wise Domain Mixing


Nov 07, 2019
Haoming Jiang, Chen Liang, Chong Wang, Tuo Zhao


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Contextual Text Denoising with Masked Language Models


Oct 30, 2019
Yifu Sun, Haoming Jiang


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Meta Learning with Relational Information for Short Sequences


Sep 04, 2019
Yujia Xie, Haoming Jiang, Feng Liu, Tuo Zhao, Hongyuan Zha


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On the Variance of the Adaptive Learning Rate and Beyond


Aug 08, 2019
Liyuan Liu, Haoming Jiang, Pengcheng He, Weizhu Chen, Xiaodong Liu, Jianfeng Gao, Jiawei Han


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Efficient Approximation of Deep ReLU Networks for Functions on Low Dimensional Manifolds


Aug 05, 2019
Minshuo Chen, Haoming Jiang, Wenjing Liao, Tuo Zhao


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On Scalable and Efficient Computation of Large Scale Optimal Transport


May 14, 2019
Yujia Xie, Minshuo Chen, Haoming Jiang, Tuo Zhao, Hongyuan Zha


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On Computation and Generalization of GANs with Spectrum Control


Dec 28, 2018
Haoming Jiang, Zhehui Chen, Minshuo Chen, Feng Liu, Dingding Wang, Tuo Zhao

* Seventh International Conference on Learning Representations, ICLR 2019 

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Learning to Defense by Learning to Attack


Nov 03, 2018
Zhehui Chen, Haoming Jiang, Bo Dai, Tuo Zhao


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On Fast Convergence of Proximal Algorithms for SQRT-Lasso Optimization: Don't Worry About Its Nonsmooth Loss Function


Feb 14, 2018
Xingguo Li, Haoming Jiang, Jarvis Haupt, Raman Arora, Han Liu, Mingyi Hong, Tuo Zhao


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