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Condensing Graphs via One-Step Gradient Matching


Jun 15, 2022
Wei Jin, Xianfeng Tang, Haoming Jiang, Zheng Li, Danqing Zhang, Jiliang Tang, Bin Ying

* 11 pages, KDD2022 

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SeqZero: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models


May 15, 2022
Jingfeng Yang, Haoming Jiang, Qingyu Yin, Danqing Zhang, Bing Yin, Diyi Yang

* 12 pages, Findings of NAACL 2022 

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Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment


Mar 28, 2022
Zijie Huang, Zheng Li, Haoming Jiang, Tianyu Cao, Hanqing Lu, Bing Yin, Karthik Subbian, Yizhou Sun, Wei Wang


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No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate for Training Large Transformer Models


Feb 14, 2022
Chen Liang, Haoming Jiang, Simiao Zuo, Pengcheng He, Xiaodong Liu, Jianfeng Gao, Weizhu Chen, Tuo Zhao

* Proceedings of ICLR 2022 

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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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