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Rethinking the Openness of CLIP


Jun 04, 2022
Shuhuai Ren, Lei Li, Xuancheng Ren, Guangxiang Zhao, Xu Sun

* 21 pages, 13 figures 

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CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark


Dec 27, 2021
Yuan Yao, Qingxiu Dong, Jian Guan, Boxi Cao, Zhengyan Zhang, Chaojun Xiao, Xiaozhi Wang, Fanchao Qi, Junwei Bao, Jinran Nie, Zheni Zeng, Yuxian Gu, Kun Zhou, Xuancheng Huang, Wenhao Li, Shuhuai Ren, Jinliang Lu, Chengqiang Xu, Huadong Wang, Guoyang Zeng, Zile Zhou, Jiajun Zhang, Juanzi Li, Minlie Huang, Rui Yan, Xiaodong He, Xiaojun Wan, Xin Zhao, Xu Sun, Yang Liu, Zhiyuan Liu, Xianpei Han, Erhong Yang, Zhifang Sui, Maosong Sun


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Dynamic Knowledge Distillation for Pre-trained Language Models


Sep 23, 2021
Lei Li, Yankai Lin, Shuhuai Ren, Peng Li, Jie Zhou, Xu Sun

* Main Conference EMNLP 2021, Camera Ready 

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Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification


Sep 01, 2021
Shuhuai Ren, Jinchao Zhang, Lei Li, Xu Sun, Jie Zhou

* Accepted by EMNLP 2021 main conference (Long Paper) 

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Learning Relation Alignment for Calibrated Cross-modal Retrieval


Jun 01, 2021
Shuhuai Ren, Junyang Lin, Guangxiang Zhao, Rui Men, An Yang, Jingren Zhou, Xu Sun, Hongxia Yang

* Accepted by ACL-IJCNLP 2021 main conference (Long Paper) 

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Accelerating Pre-trained Language Models via Calibrated Cascade


Dec 29, 2020
Lei Li, Yankai Lin, Shuhuai Ren, Deli Chen, Xuancheng Ren, Peng Li, Jie Zhou, Xu Sun

* Preprint 

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Diversified Co-Attention towards Informative Live Video Commenting


Nov 07, 2019
Zhihan Zhang, Zhiyi Yin, Shuhuai Ren, Xinhang Li, Shicheng Li


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