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ERNIE 3.0 Titan: Exploring Larger-scale Knowledge Enhanced Pre-training for Language Understanding and Generation



Shuohuan Wang , Yu Sun , Yang Xiang , Zhihua Wu , Siyu Ding , Weibao Gong , Shikun Feng , Junyuan Shang , Yanbin Zhao , Chao Pang , Jiaxiang Liu , Xuyi Chen , Yuxiang Lu , Weixin Liu , Xi Wang , Yangfan Bai , Qiuliang Chen , Li Zhao , Shiyong Li , Peng Sun , Dianhai Yu , Yanjun Ma , Hao Tian , Hua Wu , Tian Wu , Wei Zeng , Ge Li , Wen Gao , Haifeng Wang

* arXiv admin note: text overlap with arXiv:2107.02137 

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ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation



Yu Sun , Shuohuan Wang , Shikun Feng , Siyu Ding , Chao Pang , Junyuan Shang , Jiaxiang Liu , Xuyi Chen , Yanbin Zhao , Yuxiang Lu , Weixin Liu , Zhihua Wu , Weibao Gong , Jianzhong Liang , Zhizhou Shang , Peng Sun , Wei Liu , Xuan Ouyang , Dianhai Yu , Hao Tian , Hua Wu , Haifeng Wang


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ERNIE-Tiny : A Progressive Distillation Framework for Pretrained Transformer Compression



Weiyue Su , Xuyi Chen , Shikun Feng , Jiaxiang Liu , Weixin Liu , Yu Sun , Hao Tian , Hua Wu , Haifeng Wang


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kk2018 at SemEval-2020 Task 9: Adversarial Training for Code-Mixing Sentiment Classification



Jiaxiang Liu , Xuyi Chen , Shikun Feng , Shuohuan Wang , Xuan Ouyang , Yu Sun , Zhengjie Huang , Weiyue Su


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ERNIE at SemEval-2020 Task 10: Learning Word Emphasis Selection by Pre-trained Language Model



Zhengjie Huang , Shikun Feng , Weiyue Su , Xuyi Chen , Shuohuan Wang , Jiaxiang Liu , Xuan Ouyang , Yu Sun


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ERNIE: Enhanced Representation through Knowledge Integration



Yu Sun , Shuohuan Wang , Yukun Li , Shikun Feng , Xuyi Chen , Han Zhang , Xin Tian , Danxiang Zhu , Hao Tian , Hua Wu

* 8 pages 

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